Data Science Skillpath SQL, Looker Studio, ML and Alteryx

Creation Time	Nov. 4, 2024, 11:20 p.m.
Last Access Time	April 4, 2025, 2:16 p.m.
File Size	8.0 GB
Keywords	and Looker Science Alteryx Skillpath Studio SQL ML Data
Total Requests	125
Total Files	799
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Chapter_19-Window_Functions/89. Implementing Row number in SQL.mp4.mp4 111.6 MB
Chapter_48-Linear_Regression/198. Ridge regression and Lasso in Python.mp4.mp4 109.8 MB
Chapter_71-Merging_tables_to_create_a_datamart/286. The Joining Tool - Adding customer and Product data to Sales table.mp4.mp4 89.5 MB
Chapter_46-Introduction_to_Machine_Learning/163. Introduction to Machine Learning.mp4.mp4 78.5 MB
Chapter_47-Data_Preprocessing/176. Bi-variate analysis and Variable transformation.mp4.mp4 71.0 MB
Chapter_55-Simple_Classification_Tree/239. Classification tree in Python Training.mp4.mp4 65.1 MB
Chapter_57-Ensemble_technique_2_Random_Forests/245. Using Grid Search in Python.mp4.mp4 63.8 MB
Chapter_48-Linear_Regression/185. Assessing accuracy of predicted coefficients.mp4.mp4 62.8 MB
Chapter_54-Simple_Decision_Trees/235. Pruning a tree in Python.mp4.mp4 61.6 MB
Chapter_47-Data_Preprocessing/172. Outlier Treatment in Python.mp4.mp4 61.5 MB
Chapter_58-Ensemble_technique_3_Boosting/249. Ensemble technique 3c - XGBoost in Python.mp4.mp4 59.3 MB
Chapter_19-Window_Functions/94. SUM TOTAL.mp4.mp4 58.7 MB
Chapter_56-Ensemble_technique_1_Bagging/242. Ensemble technique 1 - Bagging in Python.mp4.mp4 58.6 MB
Chapter_48-Linear_Regression/187. Simple Linear Regression in Python.mp4.mp4 58.0 MB
Chapter_27-Charts_to_highlight_numbers/116. Styling tab for data table.mp4.mp4 57.8 MB
Chapter_48-Linear_Regression/191. Multiple Linear Regression in Python.mp4.mp4 57.7 MB
Chapter_48-Linear_Regression/196. Subset selection techniques.mp4.mp4 56.5 MB
Chapter_26-Practical_part_begins_here/111. Opening Looker Studio and Preparing the Data.mp4.mp4 56.0 MB
Chapter_9-Group_by_Commands/41. GROUP BY.mp4.mp4 55.8 MB
Chapter_66-Data_Cleansing_and_Improving_data_quality/270. Autofield and Select Tool - For controlling Field order and data type.mp4.mp4 55.7 MB
Chapter_69-Data_Preparation/278. Multifield binning and Tile Tool - To create customer age categories.mp4.mp4 54.2 MB
Chapter_47-Data_Preprocessing/170. EDD in Python.mp4.mp4 54.2 MB
Chapter_45-Basics_of_statistics/160. Describing data Graphically.mp4.mp4 54.1 MB
Chapter_11-JOINS/46. Concepts of Joining and Combining Data.mp4.mp4 52.9 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/152. Lists, Tuples and Directories Python Basics.mp4.mp4 51.8 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/151. Strings in Python Python Basics.mp4.mp4 51.7 MB
Chapter_73-Creating_a_report_in_Alteryx/302. Email Tool - Sending email with Alteryx.mp4.mp4 51.2 MB
Chapter_39-Sometimes_data_is_in_multiple_tables/136. Different types of Joins while blending data.mp4.mp4 50.5 MB
Chapter_73-Creating_a_report_in_Alteryx/295. Interactive Chart tool - Line chart to show Sales trend.mp4.mp4 49.7 MB
Chapter_3-Fundamental_SQL_Statements/20. ALTER - Part 2.mp4.mp4 49.2 MB
Chapter_50-Logistic_Regression/205. Training a Simple Logistic Model in Python.mp4.mp4 48.9 MB
Chapter_32-Relationship_between_two_or_more_variables_Scatterplots/127. Scatter Plots and Bubble charts.mp4 48.6 MB
Chapter_47-Data_Preprocessing/182. Correlation Analysis in Python.mp4.mp4 48.2 MB
Chapter_26-Practical_part_begins_here/114. Managing added data source.mp4.mp4 47.7 MB
Chapter_37-Giving_the_power_to_filter_Data_to_viewers/133. Filter controls for viewers.mp4 47.0 MB
Chapter_24-Looker_Studio/107. Why Data Studio.mp4.mp4 46.8 MB
Chapter_27-Charts_to_highlight_numbers/115. Data Table.mp4.mp4 46.7 MB
Chapter_74-Scheduling_a_workflow_in_Alteryx/305. Schedule and Automate Alteryx workflow.mp4 46.7 MB
Chapter_50-Logistic_Regression/210. Creating Confusion Matrix in Python.mp4.mp4 46.4 MB
Chapter_3-Fundamental_SQL_Statements/6. CREATE.mp4.mp4 46.3 MB
Chapter_19-Window_Functions/96. LAG and LEAD.mp4.mp4 46.0 MB
Chapter_47-Data_Preprocessing/181. Correlation Analysis.mp4.mp4 45.9 MB
Chapter_52-K_Nearest_Neighbors_classifier/217. K-Nearest Neighbors classifier.mp4.mp4 45.6 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/149. Introduction to Jupyter.mp4.mp4 44.5 MB
Chapter_67-Merging_Sales_and_Product_data/273. Select and union - Merging Sales data.mp4.mp4 44.5 MB
Chapter_48-Linear_Regression/194. Test train split in Python.mp4.mp4 44.3 MB
Chapter_21-Data_Type_Conversion_Functions/98. Converting Numbers Date to String.mp4.mp4 43.5 MB
Chapter_39-Sometimes_data_is_in_multiple_tables/135. Blending data from multiple tables.mp4.mp4 43.1 MB
Chapter_4-Restore_and_Back_up/22. Restore and Back-up.mp4.mp4 42.9 MB
Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/138. Sharing report and Data Credentials.mp4.mp4 42.5 MB
Chapter_19-Window_Functions/91. NTILE function.mp4.mp4 42.1 MB
Chapter_63-Extracting_from_an_SQL_table/262. Installing PostgreSQL and pgAdmin in your PC.mp4.mp4 42.0 MB
Chapter_2-Installation_and_getting_started/4. Installing PostgreSQL and pgAdmin in your PC.mp4.mp4 41.9 MB
Chapter_47-Data_Preprocessing/177. Variable transformation and deletion in Python.mp4.mp4 41.7 MB
Chapter_52-K_Nearest_Neighbors_classifier/216. Test-Train Split in Python.mp4.mp4 41.5 MB
Chapter_19-Window_Functions/87. Introduction to Window functions.mp4.mp4 41.5 MB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/289. Running Total Tool.mp4.mp4 41.4 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/154. Working with Pandas Library of Python.mp4.mp4 41.2 MB
Chapter_19-Window_Functions/95. RUNNING TOTAL.mp4.mp4 40.8 MB
Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/121. Time Series.mp4.mp4 40.8 MB
Chapter_19-Window_Functions/92. AVERAGE function.mp4.mp4 40.7 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/153. Working with Numpy Library of Python.mp4.mp4 40.6 MB
Chapter_63-Extracting_from_an_SQL_table/263. Creating Sales table in SQL.mp4.mp4 40.1 MB
Chapter_6-Selection_commands_Ordering/32. ORDER BY.mp4.mp4 39.1 MB
Chapter_3-Fundamental_SQL_Statements/9. INSERT.mp4.mp4 39.1 MB
Chapter_48-Linear_Regression/189. The F - statistic.mp4.mp4 39.0 MB
Chapter_28-Charts_for_comparing_categories_Bar_charts_and_stacked_charts/118. Simple Bar and Column chart.mp4.mp4 39.0 MB
Chapter_33-Aggregating_on_two_dimensions_Pivot_tables/128. Pivot tables for cross tabulation.mp4 39.0 MB
Chapter_47-Data_Preprocessing/167. The Dataset and the Data Dictionary.mp4.mp4 38.8 MB
Chapter_27-Charts_to_highlight_numbers/117. Scorecards.mp4.mp4 38.0 MB
Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/125. Stacked Area Charts.mp4.mp4 37.7 MB
Chapter_5-Selection_commands_Filtering/29. LIKE.mp4.mp4 37.4 MB
Chapter_52-K_Nearest_Neighbors_classifier/219. K-Nearest Neighbors in Python Part 2.mp4.mp4 37.1 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/148. Opening Jupyter Notebook.mp4.mp4 37.0 MB
Chapter_17-Date_Time_Functions/81. EXTRACT.mp4.mp4 36.9 MB
Chapter_57-Ensemble_technique_2_Random_Forests/244. Ensemble technique 2 - Random Forests in Python.mp4.mp4 36.4 MB
Chapter_19-Window_Functions/90. RANK and DENSERANK.mp4.mp4 36.4 MB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/258. Importing Data from multiple files in a folder.mp4.mp4 36.2 MB
Chapter_4-Restore_and_Back_up/23. Debugging restoration issues.mp4.mp4 36.2 MB
Chapter_55-Simple_Classification_Tree/238. Classification tree in Python Preprocessing.mp4.mp4 36.2 MB
Chapter_69-Data_Preparation/282. Multifield Formula tool - Converting multiple currency fields.mp4.mp4 35.9 MB
Chapter_11-JOINS/48. Inner Join.mp4.mp4 35.7 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/155. Working with Seaborn Library of Python.mp4.mp4 35.2 MB
Chapter_54-Simple_Decision_Trees/224. Understanding a Regression Tree.mp4.mp4 35.0 MB
Chapter_18-Pattern_(String)_Matching/84. ADVANCE PATTERN MATCHING - Part 1.mp4.mp4 34.7 MB
Chapter_63-Extracting_from_an_SQL_table/264. Extracting from an SQL table.mp4.mp4 34.6 MB
Chapter_69-Data_Preparation/279. Formula Tool - Conditional Formula for giving category titles.mp4.mp4 34.4 MB
Chapter_54-Simple_Decision_Trees/223. Basics of Decision Trees.mp4.mp4 34.2 MB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/253. Manually entering data into Alteryx.mp4.mp4 33.8 MB
Chapter_60-Case_study_and_Alteryx_Installation/252. Alteryx Interface.mp4.mp4 33.8 MB
Chapter_73-Creating_a_report_in_Alteryx/296. Table Tool - Formatting the Pivot table.mp4.mp4 33.2 MB
Chapter_48-Linear_Regression/192. Test-train split.mp4.mp4 32.7 MB
Chapter_51-Linear_Discriminant_Analysis_(LDA)/213. Linear Discriminant Analysis.mp4.mp4 32.7 MB
Chapter_66-Data_Cleansing_and_Improving_data_quality/269. Data Cleaning Tool.mp4.mp4 32.7 MB
Chapter_52-K_Nearest_Neighbors_classifier/215. Test-Train Split.mp4.mp4 32.6 MB
Chapter_49-Introduction_to_the_classification_Models/200. Three classification models and Data set.mp4.mp4 31.4 MB
Chapter_46-Introduction_to_Machine_Learning/164. Building a Machine Learning Model.mp4.mp4 31.4 MB
Chapter_65-Merging_Data_Streams/267. Union tool - Merging Customer Data.mp4 31.3 MB
Chapter_48-Linear_Regression/186. Assessing Model Accuracy RSE and R squared.mp4.mp4 31.3 MB
Chapter_26-Practical_part_begins_here/113. Adding a data source.mp4.mp4 31.2 MB
Chapter_52-K_Nearest_Neighbors_classifier/218. K-Nearest Neighbors in Python Part 1.mp4.mp4 31.2 MB
Chapter_68-Sampling_Data/277. Train-Validation-Test Split sampling.mp4.mp4 31.1 MB
Chapter_59-Alteryx/250. The Problem Statement.mp4 30.9 MB
Chapter_48-Linear_Regression/184. Basic Equations and Ordinary Least Squares --(OLS--) method.mp4.mp4 30.9 MB
Chapter_45-Basics_of_statistics/161. Measures of Centers.mp4.mp4 30.8 MB
Chapter_15-String_Functions/68. TRIM, LTRIM, RTRIM.mp4.mp4 30.8 MB
Chapter_69-Data_Preparation/283. Filtering and Sorting - Positive number of days.mp4.mp4 30.7 MB
Chapter_58-Ensemble_technique_3_Boosting/247. Ensemble technique 3a - Boosting in Python.mp4.mp4 30.7 MB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/291. Transpose Tool - the opposite of Cross Tab tool.mp4.mp4 30.6 MB
Chapter_71-Merging_tables_to_create_a_datamart/287. Extracting more info from the Date values.mp4.mp4 30.5 MB
Chapter_73-Creating_a_report_in_Alteryx/294. Interactive Chart tool - Bar chart to show region-wise sales.mp4.mp4 30.4 MB
Chapter_22-User_Access_Control_Functions/100. User Access Control - Part 1.mp4.mp4 30.2 MB
Chapter_73-Creating_a_report_in_Alteryx/298. Visual Layout tool - Arranging charts, text and tables in a report.mp4.mp4 30.0 MB
Chapter_5-Selection_commands_Filtering/28. BETWEEN.mp4.mp4 29.9 MB
Chapter_28-Charts_for_comparing_categories_Bar_charts_and_stacked_charts/119. Stacked Column chart.mp4.mp4 29.5 MB
Chapter_66-Data_Cleansing_and_Improving_data_quality/268. Find and Replace Tool.mp4.mp4 29.4 MB
Chapter_11-JOINS/49. Left Join.mp4.mp4 29.1 MB
Chapter_20-COALESCE_Function/97. COALESCE function.mp4 29.0 MB
Chapter_50-Logistic_Regression/211. Evaluating performance of model.mp4.mp4 28.9 MB
Chapter_69-Data_Preparation/284. Text to Columns - Splitting Product ID into 3 columns.mp4.mp4 28.3 MB
Chapter_67-Merging_Sales_and_Product_data/272. Date Parse - Changing Date format.mp4.mp4 28.3 MB
Chapter_11-JOINS/50. Right Join.mp4.mp4 28.3 MB
Chapter_44-Integrating_ChatGPT_with_Python/157. Integrating ChatGPT with Jupyter Notebook.mp4 28.1 MB
Chapter_3-Fundamental_SQL_Statements/15. Logical Operators.mp4.mp4 27.5 MB
Chapter_53-Comparing_results_from_3_models/220. Understanding the results of classification models.mp4.mp4 27.5 MB
Chapter_69-Data_Preparation/281. Formula Tool - Sales order date --& ship date.mp4.mp4 26.9 MB
Chapter_3-Fundamental_SQL_Statements/19. ALTER - Part 1.mp4.mp4 26.9 MB
Chapter_14-Views_and_Indexes/62. VIEWS.mp4.mp4 26.8 MB
Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/124. Pie Chart and Donut Chart.mp4.mp4 26.8 MB
Chapter_50-Logistic_Regression/204. Logistic Regression.mp4.mp4 26.7 MB
Chapter_73-Creating_a_report_in_Alteryx/301. Rendering tool - rendering report as a PDF, HTML or PNG.mp4.mp4 26.7 MB
Chapter_64-Storing_and_Retrieving_Data_Cloud_storage/265. Storing Data on AWS S3.mp4.mp4 26.7 MB
Chapter_47-Data_Preprocessing/180. Dummy variable creation in Python.mp4.mp4 26.7 MB
Chapter_70-Outputting_Cleaned_Data/285. Outputting Clean Customer --& Product Data.mp4 26.5 MB
Chapter_19-Window_Functions/88. Introduction to Row number.mp4.mp4 26.4 MB
Chapter_15-String_Functions/70. SUBSTRING.mp4.mp4 26.2 MB
Chapter_18-Pattern_(String)_Matching/83. PATTERN MATCHING BASICS.mp4.mp4 26.1 MB
Chapter_67-Merging_Sales_and_Product_data/271. Select and Unique Tools- For Removing duplicates from product data.mp4.mp4 26.0 MB
Chapter_36-Branding_a_Report/131. Branding a Report Brand Logo and Company Details.mp4.mp4 25.8 MB
Chapter_4-Restore_and_Back_up/24. Creating DB using CSV files.mp4.mp4 25.8 MB
Chapter_14-Views_and_Indexes/63. INDEX.mp4.mp4 25.5 MB
Chapter_68-Sampling_Data/274. Select Records Tool.mp4.mp4 25.5 MB
Chapter_23-Nail_that_interview/104. ACID compliance.mp4.mp4 25.4 MB
Chapter_48-Linear_Regression/197. Shrinkage methods Ridge and Lasso.mp4.mp4 25.2 MB
Chapter_12-Subqueries/58. Subquery in FROM clause.mp4.mp4 24.9 MB
Chapter_3-Fundamental_SQL_Statements/13. SELECT DISTINCT.mp4.mp4 24.9 MB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/290. Crosstab tool for creating Pivot tables.mp4.mp4 24.8 MB
Chapter_73-Creating_a_report_in_Alteryx/304. Layout tool - Arranging charts, text or tables in a report.mp4.mp4 24.4 MB
Chapter_8-Aggregate_Commands/36. COUNT.mp4.mp4 24.3 MB
Chapter_58-Ensemble_technique_3_Boosting/246. Boosting.mp4.mp4 24.2 MB
Chapter_11-JOINS/51. Full Outer Join.mp4.mp4 24.1 MB
Chapter_47-Data_Preprocessing/179. Dummy variable creation Handling qualitative data.mp4.mp4 24.1 MB
Chapter_54-Simple_Decision_Trees/222. Introduction to Decision trees.mp4.mp4 24.0 MB
Chapter_50-Logistic_Regression/208. Training multiple predictor Logistic model in Python.mp4.mp4 24.0 MB
Chapter_18-Pattern_(String)_Matching/85. ADVANCE PATTERN MATCHING - Part 2.mp4.mp4 23.8 MB
Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/123. Line Chart and Combo Chart.mp4.mp4 23.8 MB
Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/122. Update to Time Series chart.mp4.mp4 23.8 MB
Chapter_47-Data_Preprocessing/168. Importing Data in Python.mp4.mp4 23.7 MB
Chapter_58-Ensemble_technique_3_Boosting/248. Ensemble technique 3b - AdaBoost in Python.mp4.mp4 23.6 MB
Chapter_48-Linear_Regression/188. Multiple Linear Regression.mp4.mp4 23.4 MB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/288. The Summarize tool.mp4.mp4 23.4 MB
Chapter_60-Case_study_and_Alteryx_Installation/251. Installing Alteryx.mp4.mp4 23.4 MB
Chapter_22-User_Access_Control_Functions/101. User Access Control - Part 2.mp4.mp4 22.9 MB
Chapter_68-Sampling_Data/276. Random Percent Sample Tool.mp4.mp4 22.9 MB
Chapter_47-Data_Preprocessing/174. Missing Value Imputation in Python.mp4.mp4 22.6 MB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/254. Importing Data from a CSV --(Comma Separated Values--) file.mp4.mp4 22.5 MB
Chapter_11-JOINS/53. Intersect and Intersect ALL.mp4.mp4 22.3 MB
Chapter_3-Fundamental_SQL_Statements/17. UPDATE.mp4.mp4 22.2 MB
Chapter_23-Nail_that_interview/102. Tablespace.mp4.mp4 21.7 MB
Chapter_55-Simple_Classification_Tree/236. Classification tree.mp4.mp4 21.7 MB
Chapter_38-Add_Videos_Feedback_form_etc_to_your_Report/134. URL Embed to include external content.mp4 21.6 MB
Chapter_9-Group_by_Commands/42. HAVING.mp4.mp4 21.5 MB
Chapter_3-Fundamental_SQL_Statements/10. Import data from File.mp4.mp4 21.5 MB
Chapter_56-Ensemble_technique_1_Bagging/241. Ensemble technique 1 - Bagging.mp4.mp4 21.5 MB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/255. Importing Data from a TXT --(text--) file.mp4.mp4 21.4 MB
Chapter_54-Simple_Decision_Trees/233. Plotting decision tree in Python.mp4.mp4 21.2 MB
Chapter_35-Charts_for_highlighting_heirarchy_TreeMap/130. TreeMaps.mp4 21.2 MB
Chapter_62-DATA_EXTRACTION_Extracting_non_tabular_data/260. Extracting from XML.mp4 21.1 MB
Chapter_21-Data_Type_Conversion_Functions/99. Converting String to Numbers Date.mp4.mp4 21.0 MB
Chapter_19-Window_Functions/93. COUNT.mp4.mp4 21.0 MB
Chapter_36-Branding_a_Report/132. Brand colors for report branding.mp4.mp4 20.9 MB
Chapter_41-Charting_Best_Practices/143. Eliminating Distractions from the Graph.mp4.mp4 20.4 MB
Chapter_73-Creating_a_report_in_Alteryx/297. Text Tool - Adding static text to a report.mp4.mp4 20.3 MB
Chapter_15-String_Functions/71. LIST AGGREGATION.mp4.mp4 20.2 MB
Chapter_12-Subqueries/59. Subquery in SELECT clause.mp4.mp4 20.1 MB
Chapter_64-Storing_and_Retrieving_Data_Cloud_storage/266. Importing data from AWS S3.mp4.mp4 20.0 MB
Chapter_54-Simple_Decision_Trees/230. Test-Train split in Python.mp4.mp4 19.9 MB
Chapter_48-Linear_Regression/193. Bias Variance trade-off.mp4.mp4 19.5 MB
Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/108. Data Studio Home Screen --& Dataset vs Data Source.mp4.mp4 19.5 MB
Chapter_45-Basics_of_statistics/162. Measures of Dispersion.mp4.mp4 19.3 MB
Chapter_17-Date_Time_Functions/79. CURRENT DATE --& TIME.mp4.mp4 19.3 MB
Chapter_50-Logistic_Regression/206. Result of Simple Logistic Regression.mp4.mp4 19.2 MB
Chapter_34-All_about_a_single_Metric_Bullet_Chart/129. Bullet Chart.mp4 19.2 MB
Chapter_10-Conditional_Statement/44. CASE WHEN.mp4 19.2 MB
Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/110. Dimensions vs Measures --(new definition--).mp4.mp4 19.1 MB
Chapter_12-Subqueries/57. Subquery in WHERE clause.mp4.mp4 19.0 MB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/256. Importing Data from an Excel file.mp4.mp4 18.4 MB
Chapter_41-Charting_Best_Practices/144. Avoiding clutter.mp4.mp4 18.3 MB
Chapter_41-Charting_Best_Practices/145. Avoiding the Spaghetti plot.mp4.mp4 18.3 MB
Chapter_45-Basics_of_statistics/158. Types of Data.mp4.mp4 18.2 MB
Chapter_54-Simple_Decision_Trees/228. Dummy Variable Creation in Python.mp4.mp4 18.1 MB
Chapter_16-Mathematical_Functions/74. RANDOM.mp4.mp4 18.0 MB
Chapter_1-Introduction/1. Introduction.mp4 17.7 MB
Chapter_69-Data_Preparation/280. Sort tool - Sorting customer Data based on ID.mp4.mp4 17.7 MB
Chapter_3-Fundamental_SQL_Statements/14. WHERE.mp4.mp4 17.5 MB
Chapter_47-Data_Preprocessing/171. Outlier Treatment.mp4.mp4 17.2 MB
Chapter_5-Selection_commands_Filtering/27. IN.mp4.mp4 17.1 MB
Chapter_48-Linear_Regression/190. Interpreting results of Categorical variables.mp4.mp4 17.1 MB
Chapter_8-Aggregate_Commands/39. MIN --& MAX.mp4.mp4 16.9 MB
Chapter_53-Comparing_results_from_3_models/221. Summary of the three models.mp4.mp4 16.8 MB
Chapter_47-Data_Preprocessing/178. Non-usable variables.mp4.mp4 16.8 MB
Chapter_3-Fundamental_SQL_Statements/12. SELECT statement.mp4.mp4 16.6 MB
Chapter_6-Selection_commands_Ordering/33. LIMIT.mp4.mp4 16.6 MB
Chapter_17-Date_Time_Functions/80. AGE.mp4.mp4 16.4 MB
Chapter_3-Fundamental_SQL_Statements/18. DELETE.mp4.mp4 16.4 MB
Chapter_47-Data_Preprocessing/169. Univariate analysis and EDD.mp4.mp4 16.3 MB
Chapter_15-String_Functions/67. REPLACE.mp4.mp4 16.3 MB
Chapter_29-Charting_maps_of_a_country_continent_or_a_region_Geomaps/120. GeoMap.mp4 16.2 MB
Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/140. Scheduling emails.mp4.mp4 16.1 MB
Chapter_68-Sampling_Data/275. Sample Tool.mp4.mp4 16.0 MB
Chapter_47-Data_Preprocessing/173. Missing Value Imputation.mp4.mp4 15.9 MB
Chapter_54-Simple_Decision_Trees/231. Creating Decision tree in Python.mp4.mp4 15.8 MB
Chapter_7-Alias/35. AS.mp4 15.6 MB
Chapter_23-Nail_that_interview/103. PRIMARY KEY --& FOREIGN KEY.mp4.mp4 15.5 MB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/257. Importing Data from a ZIP file.mp4.mp4 15.1 MB
Chapter_2-Installation_and_getting_started/3. This is a milestone!.mp4.mp4 15.0 MB
Chapter_54-Simple_Decision_Trees/232. Evaluating model performance in Python.mp4.mp4 14.8 MB
Chapter_54-Simple_Decision_Trees/234. Pruning a tree.mp4.mp4 14.7 MB
Chapter_57-Ensemble_technique_2_Random_Forests/243. Ensemble technique 2 - Random Forests.mp4.mp4 14.5 MB
Chapter_11-JOINS/52. Cross Join.mp4.mp4 14.3 MB
Chapter_73-Creating_a_report_in_Alteryx/299. Header tool - Adding header in a report.mp4.mp4 14.3 MB
Chapter_50-Logistic_Regression/209. Confusion Matrix.mp4.mp4 14.2 MB
Chapter_8-Aggregate_Commands/37. SUM.mp4.mp4 14.0 MB
Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/137. Downloading report as PDF and Page Management.mp4.mp4 14.0 MB
Chapter_47-Data_Preprocessing/166. Data Exploration.mp4.mp4 13.9 MB
Chapter_16-Mathematical_Functions/75. SETSEED.mp4.mp4 13.7 MB
Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/139. Sharing report using a link.mp4.mp4 13.7 MB
Chapter_49-Introduction_to_the_classification_Models/203. Why can--'t we use Linear Regression.mp4.mp4 13.4 MB
Chapter_48-Linear_Regression/195. Regression models other than OLS.mp4.mp4 13.2 MB
Chapter_41-Charting_Best_Practices/142. Highlighting chart message.mp4.mp4 13.1 MB
Chapter_23-Nail_that_interview/105. Truncate.mp4.mp4 13.1 MB
Chapter_47-Data_Preprocessing/175. Seasonality in Data.mp4.mp4 13.0 MB
Chapter_54-Simple_Decision_Trees/229. Dependent- Independent Data split in Python.mp4.mp4 12.8 MB
Chapter_73-Creating_a_report_in_Alteryx/303. Image tool - Adding image to a report.mp4.mp4 12.7 MB
Chapter_73-Creating_a_report_in_Alteryx/300. Footer tool - Adding footer to a report.mp4.mp4 12.6 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/147. Installing Python and Anaconda.mp4.mp4 12.5 MB
Chapter_16-Mathematical_Functions/73. CEIL --& FLOOR.mp4.mp4 12.2 MB
Chapter_54-Simple_Decision_Trees/226. Importing the Data set into Python.mp4.mp4 12.0 MB
Chapter_47-Data_Preprocessing/165. Gathering Business Knowledge.mp4.mp4 12.0 MB
Chapter_51-Linear_Discriminant_Analysis_(LDA)/214. LDA in Python.mp4.mp4 12.0 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/150. Arithmetic operators in Python Python Basics.mp4.mp4 11.9 MB
Chapter_11-JOINS/55. Union.mp4.mp4 11.8 MB
Chapter_54-Simple_Decision_Trees/225. The stopping criteria for controlling tree growth.mp4.mp4 11.6 MB
Chapter_15-String_Functions/65. LENGTH.mp4.mp4 11.6 MB
Chapter_73-Creating_a_report_in_Alteryx/293. Introduction to Reporting.mp4.mp4 11.5 MB
Chapter_55-Simple_Classification_Tree/237. The Data set for Classification problem.mp4.mp4 11.1 MB
Chapter_48-Linear_Regression/199. Heteroscedasticity.mp4.mp4 11.1 MB
Chapter_8-Aggregate_Commands/38. AVERAGE.mp4.mp4 10.9 MB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/292. The Count tool.mp4.mp4 10.9 MB
Chapter_15-String_Functions/69. CONCATENATION.mp4.mp4 10.8 MB
Chapter_63-Extracting_from_an_SQL_table/261. Plan for importing sales Data.mp4.mp4 10.7 MB
Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/141. Embeding report on Website.mp4.mp4 10.7 MB
Chapter_15-String_Functions/72. Exercise 13 String Functions.mp4.mp4 10.5 MB
Chapter_54-Simple_Decision_Trees/227. Missing value treatment in Python.mp4.mp4 10.4 MB
Chapter_11-JOINS/54. Except.mp4.mp4 10.2 MB
Chapter_16-Mathematical_Functions/76. ROUND.mp4.mp4 10.0 MB
Chapter_11-JOINS/47. Preparing the data.mp4.mp4 9.9 MB
Chapter_45-Basics_of_statistics/159. Types of Statistics.mp4.mp4 9.7 MB
Chapter_50-Logistic_Regression/212. Evaluating model performance in Python.mp4.mp4 9.4 MB
Chapter_11-JOINS/45. Introduction to Joins.mp4.mp4 9.1 MB
Chapter_49-Introduction_to_the_classification_Models/202. The problem statements.mp4.mp4 9.1 MB
Chapter_24-Looker_Studio/106. Introduction.mp4.mp4 7.9 MB
Chapter_16-Mathematical_Functions/77. POWER.mp4.mp4 7.7 MB
Chapter_50-Logistic_Regression/207. Logistic with multiple predictors.mp4.mp4 6.9 MB
Chapter_15-String_Functions/66. UPPER LOWER.mp4.mp4 6.9 MB
Chapter_75-Congratulations_and_about_your_certificate/307. The final milestone!.mp4 6.9 MB
Chapter_42-Machine_learning_in_Python/146. Introduction.mp4 6.8 MB
Chapter_6-Selection_commands_Ordering/31. Side Lecture Commenting in SQL.mp4.mp4 6.6 MB
Chapter_48-Linear_Regression/183. The Problem Statement.mp4.mp4 6.2 MB
Chapter_16-Mathematical_Functions/78. Exercise 14 Mathematical Functions.mp4.mp4 6.1 MB
Chapter_55-Simple_Classification_Tree/240. Advantages and Disadvantages of Decision Trees.mp4.mp4 5.6 MB
Chapter_3-Fundamental_SQL_Statements/16. Exercise 3 SELECT, WHERE --& Logical.mp4.mp4 5.1 MB
Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/109. Structure of Input data.mp4.mp4 4.8 MB
Chapter_11-JOINS/56. Exercise 10 Joins.mp4.mp4 4.8 MB
Chapter_18-Pattern_(String)_Matching/86. Exercise 16 Pattern Matching.mp4.mp4 4.7 MB
Chapter_8-Aggregate_Commands/40. Exercise 8 Aggregate functions.mp4.mp4 4.7 MB
Chapter_49-Introduction_to_the_classification_Models/201. Importing the data into Python.mp4.mp4 4.6 MB
Chapter_9-Group_by_Commands/43. Exercise 9 Group By.mp4.mp4 4.2 MB
Chapter_17-Date_Time_Functions/82. Exercise 15 Date-time functions.mp4.mp4 4.1 MB
Chapter_12-Subqueries/60. Exercise 11 Subqueries.mp4.mp4 3.8 MB
Chapter_3-Fundamental_SQL_Statements/7. Exercise 1 Create DB and Table.mp4.mp4 3.8 MB
Chapter_5-Selection_commands_Filtering/30. Exercise 6 In, Like --& Between.mp4.mp4 3.6 MB
Chapter_3-Fundamental_SQL_Statements/11. Exercise 2 Inserting and Importing data.mp4.mp4 3.4 MB
Chapter_3-Fundamental_SQL_Statements/21. Exercise 4 Update, Delete and Alter Table.mp4.mp4 2.8 MB
Chapter_14-Views_and_Indexes/64. Exercise 12 Views.mp4.mp4 2.3 MB
Chapter_6-Selection_commands_Ordering/34. Exercise 7 Sorting.mp4.mp4 2.3 MB
Chapter_4-Restore_and_Back_up/26. Exercise 5 Restore and Back-up.mp4.mp4 2.3 MB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Monte.xlsx 1.5 MB
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/All files for Restoring Database/Supermart_DB_tar_v9.tar 1.4 MB
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/All files for Restoring Database/Supermart_DB_tar_v12.tar 1.2 MB
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Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/Sales.csv 983.7 KB
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/All files for Restoring Database/CSV files/Sales.csv 983.7 KB
Chapter_4-Restore_and_Back_up/Extra_Files/Sales.csv 983.7 KB
Chapter_1-Introduction/Extra files/Presentations/Part 2 - Looker Studio/My_Assignment.pdf 969.5 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/SalesComplete.csv 944.8 KB
Chapter_1-Introduction/Extra files/Data files/Code files and others/3. ST Academy - Decision Trees resource files/Python Code/regression_tree.ipynb 887.2 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Sales Data/SalesforAWS.csv 751.7 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/00 Solution to all exercises.pdf 733.9 KB
Chapter_3-Fundamental_SQL_Statements/Extra_Files/Solution.pdf 733.9 KB
Chapter_2-Installation_and_getting_started/Extra_Files/PGAdmin Error - Reinstalling pgAdmin.pdf 694.9 KB
Chapter_1-Introduction/Extra files/Presentations/Part 2 - Looker Studio/Course material.pdf 474.8 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/04_09_Variable Transformation.pdf 456.2 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/04_07_Variable_Transformation.pdf 456.1 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/04_07_PDE_Seasonality.pdf 364.1 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Product Data/ProductXMLFull.xml 359.8 KB
Chapter_62-DATA_EXTRACTION_Extracting_non_tabular_data/Extra_Files/ProductXMLFull.xml 359.8 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/02_Dice.xlsx 355.8 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/04_06_PDE_Outlier_Treatment.pdf 355.1 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 4 - Alteryx/02_Variations.pdf 334.1 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/03_04_PDE_Univariate_Analysis_Uni.pdf 333.4 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/05_03_Simple_lin_reg_Accuracy.pdf 332.7 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/03_03_PDE_Raw_Data_Analysis_Uni.pdf 332.0 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/Basics of Statistics/01_03_Lecture_DataSummaryandGraph.pdf 317.9 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/04_05_PDE_Missing_value.pdf 315.7 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/3. ST Academy - Decision Trees/07_Bagging.pdf 303.7 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 4 - Alteryx/00_intro.pdf 297.9 KB
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/All files for Restoring Database/Supermart_DB.backup 297.6 KB
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/All files for Restoring Database/SupermartSQL.sql 297.6 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/02 Tables and DBMS.pdf 289.5 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/05_02_Simple_lin_reg.pdf 284.8 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/04_10_Correlation.pdf 256.9 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/00 Debugging PostgreSQL installation issues.pdf 253.4 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 4 - Alteryx/01_Customer_LTV.pdf 253.2 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/emailing/Sales_Report.pdf 242.4 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/05_01_Intro.pdf 239.3 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_37_Pattern_Matching.pdf 238.9 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/05_12_Test_Train.pdf 238.8 KB
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Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/All files for Restoring Database/Restore directory/2824.dat.gz 238.0 KB
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Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/PivotTable.csv 236.0 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_5_Primary and foreign Keys.pdf 234.6 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_36_DATETIME functions.pdf 232.4 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/3. ST Academy - Decision Trees/05_Prune.pdf 228.5 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/2. ST Academy - Classification models/04_P_value.pdf 228.0 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_26_RIGHT join.pdf 221.8 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_32_VIEWS.pdf 220.7 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/01 What is SQL.pdf 220.3 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/05_04_F.pdf 219.8 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/05_04_Multiple_lin_reg.pdf 219.8 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_38_Conversion functions.pdf 219.7 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_04_create_Queries.pdf 219.3 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_06_INSERT and COPY.pdf 219.2 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_27_OUTER join.pdf 219.1 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_25_LEFT join.pdf 219.0 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/04 Postgresql.pdf 216.4 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_24_INNER join.pdf 214.2 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_10_UPDATEDelete.pdf 211.0 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/Basics of Statistics/01_05_Lecture_Dispersion.pdf 210.6 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/00 Installing PostgreSQL on Mac.pdf 209.8 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_34_STRING functions.pdf 209.5 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/3. ST Academy - Decision Trees/06_Decision Tree - Class.pdf 209.2 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/03 Types of Queries.pdf 208.4 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_31_SUBQUERY.pdf 207.5 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/3. ST Academy - Decision Trees/02_Decision Tree.pdf 205.8 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/05_13_Bias_Var_tradeoff.pdf 202.4 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_11_ALTER.pdf 201.7 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_33_INDEX.pdf 201.6 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/05_10_Shrinkage_methods.pdf 198.5 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/05_10_Subset_Selection.pdf 198.5 KB
Chapter_1-Introduction/Extra files/Presentations/Part 4 - Alteryx/03_Monte_Carlo.pdf 198.1 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Sales Data/SalesforSQL.csv 194.8 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_35_MATH functions.pdf 192.9 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/05_07_Heteroscedasticity.pdf 192.3 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/05_11_Shrinkage_methods.pdf 188.1 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_13_BETWEEN.pdf 187.6 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_28_Cross join.pdf 186.7 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/2. ST Academy - Classification models/07_LDA.pdf 183.1 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_15_ORDER BY.pdf 180.1 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_07_SELECT & DISTINCT.pdf 179.2 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/3. ST Academy - Decision Trees/09_Boosting.pdf 178.0 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/Basics of Statistics/01_01_Lecture_TypesOfData.pdf 177.7 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_09_AND&OR.pdf 176.3 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_08_WHERE.pdf 175.6 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_29_EXCEPT.pdf 173.9 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_14_LIKE.pdf 173.7 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/Basics of Statistics/01_02_Lecture_TypesOfStatistics.pdf 171.7 KB
Chapter_1-Introduction/Extra files/Data files/Code files and others/2. ST Academy - Classification models resource files/Python Code/Classification.ipynb 171.7 KB
Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/2. ST Academy - Classification models/11_results.pdf 170.9 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/3. ST Academy - Decision Trees/08_Random_Forest.pdf 168.4 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_30_UNION.pdf 166.9 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_22b_HAVING.pdf 166.5 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_22_group by.pdf 164.6 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_19_SUM.pdf 162.9 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_16_LIMIT.pdf 162.1 KB
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/salesTable.csv 161.9 KB
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_23_CASE.pdf 160.0 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_12_IN_12.pdf 157.4 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_17_AS.pdf 151.7 KB
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Chapter_1-Introduction/Extra files/Presentations/Part 3 - Machine Learning/2. ST Academy - Classification models/12_steps.pdf 148.1 KB
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Chapter_46-Introduction_to_Machine_Learning/163. Introduction to Machine Learning.mp4.mp4.srt 26.2 KB
Chapter_48-Linear_Regression/198. Ridge regression and Lasso in Python.mp4.mp4.srt 24.3 KB
Chapter_19-Window_Functions/89. Implementing Row number in SQL.mp4.mp4.srt 24.1 KB
Chapter_47-Data_Preprocessing/176. Bi-variate analysis and Variable transformation.mp4.mp4.srt 22.8 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/CustomerData_East.xlsx 22.3 KB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/152. Lists, Tuples and Directories Python Basics.mp4.mp4.srt 22.3 KB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/151. Strings in Python Python Basics.mp4.mp4.srt 22.2 KB
Chapter_48-Linear_Regression/185. Assessing accuracy of predicted coefficients.mp4.mp4.srt 19.8 KB
Chapter_73-Creating_a_report_in_Alteryx/295. Interactive Chart tool - Line chart to show Sales trend.mp4.mp4.srt 18.5 KB
Chapter_39-Sometimes_data_is_in_multiple_tables/136. Different types of Joins while blending data.mp4.mp4.srt 18.2 KB
Chapter_63-Extracting_from_an_SQL_table/262. Installing PostgreSQL and pgAdmin in your PC.mp4.mp4.srt 18.1 KB
Chapter_2-Installation_and_getting_started/4. Installing PostgreSQL and pgAdmin in your PC.mp4.mp4.srt 18.1 KB
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/All files for Restoring Database/Restore directory/2822.dat.gz 17.4 KB
Chapter_27-Charts_to_highlight_numbers/116. Styling tab for data table.mp4.mp4.srt 17.0 KB
Chapter_26-Practical_part_begins_here/114. Managing added data source.mp4.mp4.srt 17.0 KB
Chapter_55-Simple_Classification_Tree/239. Classification tree in Python Training.mp4.mp4.srt 16.8 KB
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/coronavirus data.csv 16.6 KB
Chapter_11-JOINS/46. Concepts of Joining and Combining Data.mp4.mp4.srt 16.4 KB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/149. Introduction to Jupyter.mp4.mp4.srt 16.2 KB
Chapter_48-Linear_Regression/191. Multiple Linear Regression in Python.mp4.mp4.srt 16.2 KB
Chapter_45-Basics_of_statistics/160. Describing data Graphically.mp4.mp4.srt 16.0 KB
Chapter_48-Linear_Regression/196. Subset selection techniques.mp4.mp4.srt 16.0 KB
Chapter_3-Fundamental_SQL_Statements/6. CREATE.mp4.mp4.srt 16.0 KB
Chapter_47-Data_Preprocessing/172. Outlier Treatment in Python.mp4.mp4.srt 15.8 KB
Chapter_19-Window_Functions/87. Introduction to Window functions.mp4.mp4.srt 15.6 KB
Chapter_57-Ensemble_technique_2_Random_Forests/245. Using Grid Search in Python.mp4.mp4.srt 15.5 KB
Chapter_47-Data_Preprocessing/170. EDD in Python.mp4.mp4.srt 15.2 KB
Chapter_19-Window_Functions/94. SUM TOTAL.mp4.mp4.srt 14.9 KB
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/CustomerTable.csv 14.8 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/01_Customer_LTV.xlsx 14.8 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/CustomerData_Central.txt 14.7 KB
Chapter_48-Linear_Regression/187. Simple Linear Regression in Python.mp4.mp4.srt 14.6 KB
Chapter_26-Practical_part_begins_here/111. Opening Looker Studio and Preparing the Data.mp4.mp4.srt 14.5 KB
Chapter_54-Simple_Decision_Trees/235. Pruning a tree in Python.mp4.mp4.srt 14.3 KB
Chapter_69-Data_Preparation/278. Multifield binning and Tile Tool - To create customer age categories.mp4.mp4.srt 14.3 KB
Chapter_73-Creating_a_report_in_Alteryx/302. Email Tool - Sending email with Alteryx.mp4.mp4.srt 14.3 KB
Chapter_66-Data_Cleansing_and_Improving_data_quality/270. Autofield and Select Tool - For controlling Field order and data type.mp4.mp4.srt 14.1 KB
Chapter_56-Ensemble_technique_1_Bagging/242. Ensemble technique 1 - Bagging in Python.mp4.mp4.srt 13.9 KB
Chapter_54-Simple_Decision_Trees/224. Understanding a Regression Tree.mp4.mp4.srt 13.8 KB
Chapter_73-Creating_a_report_in_Alteryx/294. Interactive Chart tool - Bar chart to show region-wise sales.mp4.mp4.srt 13.8 KB
Chapter_47-Data_Preprocessing/181. Correlation Analysis.mp4.mp4.srt 13.7 KB
Chapter_51-Linear_Discriminant_Analysis_(LDA)/213. Linear Discriminant Analysis.mp4.mp4.srt 13.5 KB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/153. Working with Numpy Library of Python.mp4.mp4.srt 13.5 KB
Chapter_52-K_Nearest_Neighbors_classifier/217. K-Nearest Neighbors classifier.mp4.mp4.srt 13.4 KB
Chapter_54-Simple_Decision_Trees/223. Basics of Decision Trees.mp4.mp4.srt 13.4 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/CustomerData_West/CustomerData_West_California.csv 13.3 KB
Chapter_9-Group_by_Commands/41. GROUP BY.mp4.mp4.srt 13.2 KB
Chapter_74-Scheduling_a_workflow_in_Alteryx/305. Schedule and Automate Alteryx workflow.mp4.srt 13.1 KB
Chapter_32-Relationship_between_two_or_more_variables_Scatterplots/127. Scatter Plots and Bubble charts.mp4.srt 13.0 KB
Chapter_48-Linear_Regression/192. Test-train split.mp4.mp4.srt 13.0 KB
Chapter_48-Linear_Regression/184. Basic Equations and Ordinary Least Squares --(OLS--) method.mp4.mp4.srt 12.9 KB
Chapter_52-K_Nearest_Neighbors_classifier/215. Test-Train Split.mp4.mp4.srt 12.9 KB
Chapter_37-Giving_the_power_to_filter_Data_to_viewers/133. Filter controls for viewers.mp4.srt 12.8 KB
Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/138. Sharing report and Data Credentials.mp4.mp4.srt 12.8 KB
Chapter_50-Logistic_Regression/205. Training a Simple Logistic Model in Python.mp4.mp4.srt 12.8 KB
Chapter_58-Ensemble_technique_3_Boosting/249. Ensemble technique 3c - XGBoost in Python.mp4.mp4.srt 12.8 KB
Chapter_21-Data_Type_Conversion_Functions/98. Converting Numbers Date to String.mp4.mp4.srt 12.6 KB
Chapter_39-Sometimes_data_is_in_multiple_tables/135. Blending data from multiple tables.mp4.mp4.srt 12.6 KB
Chapter_27-Charts_to_highlight_numbers/115. Data Table.mp4.mp4.srt 12.6 KB
Chapter_50-Logistic_Regression/210. Creating Confusion Matrix in Python.mp4.mp4.srt 12.1 KB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/253. Manually entering data into Alteryx.mp4.mp4.srt 11.9 KB
Chapter_46-Introduction_to_Machine_Learning/164. Building a Machine Learning Model.mp4.mp4.srt 11.8 KB
Chapter_1-Introduction/Extra files/Data files/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/Movie_collection_test.csv 11.7 KB
Chapter_50-Logistic_Regression/204. Logistic Regression.mp4.mp4.srt 11.6 KB
Chapter_67-Merging_Sales_and_Product_data/273. Select and union - Merging Sales data.mp4.mp4.srt 11.6 KB
Chapter_4-Restore_and_Back_up/23. Debugging restoration issues.mp4.mp4.srt 11.5 KB
Chapter_24-Looker_Studio/107. Why Data Studio.mp4.mp4.srt 11.3 KB
Chapter_48-Linear_Regression/189. The F - statistic.mp4.mp4.srt 11.3 KB
Chapter_5-Selection_commands_Filtering/29. LIKE.mp4.mp4.srt 11.3 KB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/148. Opening Jupyter Notebook.mp4.mp4.srt 11.2 KB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/154. Working with Pandas Library of Python.mp4.mp4.srt 11.1 KB
Chapter_3-Fundamental_SQL_Statements/20. ALTER - Part 2.mp4.mp4.srt 11.0 KB
Chapter_63-Extracting_from_an_SQL_table/263. Creating Sales table in SQL.mp4.mp4.srt 10.8 KB
Chapter_18-Pattern_(String)_Matching/84. ADVANCE PATTERN MATCHING - Part 1.mp4.mp4.srt 10.7 KB
Chapter_18-Pattern_(String)_Matching/83. PATTERN MATCHING BASICS.mp4.mp4.srt 10.6 KB
Chapter_55-Simple_Classification_Tree/238. Classification tree in Python Preprocessing.mp4.mp4.srt 10.3 KB
Chapter_60-Case_study_and_Alteryx_Installation/252. Alteryx Interface.mp4.mp4.srt 10.3 KB
Chapter_3-Fundamental_SQL_Statements/9. INSERT.mp4.mp4.srt 10.3 KB
Chapter_19-Window_Functions/95. RUNNING TOTAL.mp4.mp4.srt 10.3 KB
Chapter_50-Logistic_Regression/211. Evaluating performance of model.mp4.mp4.srt 10.3 KB
Chapter_48-Linear_Regression/197. Shrinkage methods Ridge and Lasso.mp4.mp4.srt 10.3 KB
Chapter_59-Alteryx/250. The Problem Statement.mp4.srt 10.3 KB
Chapter_69-Data_Preparation/282. Multifield Formula tool - Converting multiple currency fields.mp4.mp4.srt 10.2 KB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/258. Importing Data from multiple files in a folder.mp4.mp4.srt 10.0 KB
Chapter_63-Extracting_from_an_SQL_table/264. Extracting from an SQL table.mp4.mp4.srt 10.0 KB
Chapter_48-Linear_Regression/186. Assessing Model Accuracy RSE and R squared.mp4.mp4.srt 9.9 KB
Chapter_52-K_Nearest_Neighbors_classifier/216. Test-Train Split in Python.mp4.mp4.srt 9.8 KB
Chapter_48-Linear_Regression/194. Test train split in Python.mp4.mp4.srt 9.8 KB
Chapter_47-Data_Preprocessing/177. Variable transformation and deletion in Python.mp4.mp4.srt 9.7 KB
Chapter_4-Restore_and_Back_up/22. Restore and Back-up.mp4.mp4.srt 9.7 KB
Chapter_45-Basics_of_statistics/161. Measures of Centers.mp4.mp4.srt 9.7 KB
Chapter_11-JOINS/48. Inner Join.mp4.mp4.srt 9.6 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/LookupForStates.xlsx 9.5 KB
Chapter_17-Date_Time_Functions/81. EXTRACT.mp4.mp4.srt 9.5 KB
Chapter_22-User_Access_Control_Functions/100. User Access Control - Part 1.mp4.mp4.srt 9.5 KB
Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/125. Stacked Area Charts.mp4.mp4.srt 9.4 KB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/155. Working with Seaborn Library of Python.mp4.mp4.srt 9.4 KB
Chapter_6-Selection_commands_Ordering/32. ORDER BY.mp4.mp4.srt 9.4 KB
Chapter_11-JOINS/49. Left Join.mp4.mp4.srt 9.4 KB
Chapter_19-Window_Functions/96. LAG and LEAD.mp4.mp4.srt 9.3 KB
Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/121. Time Series.mp4.mp4.srt 9.3 KB
Chapter_58-Ensemble_technique_3_Boosting/246. Boosting.mp4.mp4.srt 9.3 KB
Chapter_65-Merging_Data_Streams/267. Union tool - Merging Customer Data.mp4.srt 9.3 KB
Chapter_73-Creating_a_report_in_Alteryx/298. Visual Layout tool - Arranging charts, text and tables in a report.mp4.mp4.srt 9.2 KB
Chapter_15-String_Functions/68. TRIM, LTRIM, RTRIM.mp4.mp4.srt 9.1 KB
Chapter_19-Window_Functions/92. AVERAGE function.mp4.mp4.srt 9.1 KB
Chapter_11-JOINS/53. Intersect and Intersect ALL.mp4.mp4.srt 9.0 KB
Chapter_14-Views_and_Indexes/63. INDEX.mp4.mp4.srt 9.0 KB
Chapter_47-Data_Preprocessing/167. The Dataset and the Data Dictionary.mp4.mp4.srt 9.0 KB
Chapter_73-Creating_a_report_in_Alteryx/296. Table Tool - Formatting the Pivot table.mp4.mp4.srt 9.0 KB
Chapter_28-Charts_for_comparing_categories_Bar_charts_and_stacked_charts/118. Simple Bar and Column chart.mp4.mp4.srt 8.9 KB
Chapter_14-Views_and_Indexes/62. VIEWS.mp4.mp4.srt 8.9 KB
Chapter_67-Merging_Sales_and_Product_data/272. Date Parse - Changing Date format.mp4.mp4.srt 8.9 KB
Chapter_27-Charts_to_highlight_numbers/117. Scorecards.mp4.mp4.srt 8.9 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/CustomerData_ManualEntry.xlsx 8.9 KB
Chapter_19-Window_Functions/90. RANK and DENSERANK.mp4.mp4.srt 8.8 KB
Chapter_56-Ensemble_technique_1_Bagging/241. Ensemble technique 1 - Bagging.mp4.mp4.srt 8.7 KB
Chapter_41-Charting_Best_Practices/143. Eliminating Distractions from the Graph.mp4.mp4.srt 8.5 KB
Chapter_47-Data_Preprocessing/182. Correlation Analysis in Python.mp4.mp4.srt 8.5 KB
Chapter_53-Comparing_results_from_3_models/220. Understanding the results of classification models.mp4.mp4.srt 8.5 KB
Chapter_52-K_Nearest_Neighbors_classifier/219. K-Nearest Neighbors in Python Part 2.mp4.mp4.srt 8.4 KB
Chapter_67-Merging_Sales_and_Product_data/271. Select and Unique Tools- For Removing duplicates from product data.mp4.mp4.srt 8.4 KB
Chapter_48-Linear_Regression/193. Bias Variance trade-off.mp4.mp4.srt 8.3 KB
Chapter_19-Window_Functions/91. NTILE function.mp4.mp4.srt 8.3 KB
Chapter_33-Aggregating_on_two_dimensions_Pivot_tables/128. Pivot tables for cross tabulation.mp4.srt 8.3 KB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/289. Running Total Tool.mp4.mp4.srt 8.2 KB
Chapter_44-Integrating_ChatGPT_with_Python/157. Integrating ChatGPT with Jupyter Notebook.mp4.srt 8.1 KB
Chapter_66-Data_Cleansing_and_Improving_data_quality/269. Data Cleaning Tool.mp4.mp4.srt 8.1 KB
Chapter_69-Data_Preparation/284. Text to Columns - Splitting Product ID into 3 columns.mp4.mp4.srt 8.1 KB
Chapter_68-Sampling_Data/277. Train-Validation-Test Split sampling.mp4.mp4.srt 8.0 KB
Chapter_69-Data_Preparation/279. Formula Tool - Conditional Formula for giving category titles.mp4.mp4.srt 8.0 KB
Chapter_66-Data_Cleansing_and_Improving_data_quality/268. Find and Replace Tool.mp4.mp4.srt 7.9 KB
Chapter_18-Pattern_(String)_Matching/85. ADVANCE PATTERN MATCHING - Part 2.mp4.mp4.srt 7.9 KB
Chapter_55-Simple_Classification_Tree/236. Classification tree.mp4.mp4.srt 7.8 KB
Chapter_26-Practical_part_begins_here/113. Adding a data source.mp4.mp4.srt 7.7 KB
Chapter_11-JOINS/50. Right Join.mp4.mp4.srt 7.7 KB
Chapter_23-Nail_that_interview/104. ACID compliance.mp4.mp4.srt 7.7 KB
Chapter_3-Fundamental_SQL_Statements/19. ALTER - Part 1.mp4.mp4.srt 7.7 KB
Chapter_49-Introduction_to_the_classification_Models/200. Three classification models and Data set.mp4.mp4.srt 7.6 KB
Chapter_57-Ensemble_technique_2_Random_Forests/244. Ensemble technique 2 - Random Forests in Python.mp4.mp4.srt 7.6 KB
Chapter_1-Introduction/Extra files/Data files/Code files and others/3. ST Academy - Decision Trees resource files/R Code/tree_R.R 7.5 KB
Chapter_41-Charting_Best_Practices/144. Avoiding clutter.mp4.mp4.srt 7.5 KB
Chapter_4-Restore_and_Back_up/24. Creating DB using CSV files.mp4.mp4.srt 7.4 KB
Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/110. Dimensions vs Measures --(new definition--).mp4.mp4.srt 7.4 KB
Chapter_15-String_Functions/70. SUBSTRING.mp4.mp4.srt 7.4 KB
Chapter_19-Window_Functions/88. Introduction to Row number.mp4.mp4.srt 7.3 KB
Chapter_47-Data_Preprocessing/168. Importing Data in Python.mp4.mp4.srt 7.3 KB
Chapter_23-Nail_that_interview/102. Tablespace.mp4.mp4.srt 7.3 KB
Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/124. Pie Chart and Donut Chart.mp4.mp4.srt 7.3 KB
Chapter_23-Nail_that_interview/103. PRIMARY KEY --& FOREIGN KEY.mp4.mp4.srt 7.2 KB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/291. Transpose Tool - the opposite of Cross Tab tool.mp4.mp4.srt 7.2 KB
Chapter_68-Sampling_Data/274. Select Records Tool.mp4.mp4.srt 7.2 KB
Chapter_20-COALESCE_Function/97. COALESCE function.mp4.srt 7.1 KB
Chapter_73-Creating_a_report_in_Alteryx/301. Rendering tool - rendering report as a PDF, HTML or PNG.mp4.mp4.srt 7.1 KB
Chapter_41-Charting_Best_Practices/145. Avoiding the Spaghetti plot.mp4.mp4.srt 7.1 KB
Chapter_52-K_Nearest_Neighbors_classifier/218. K-Nearest Neighbors in Python Part 1.mp4.mp4.srt 7.0 KB
Chapter_50-Logistic_Regression/208. Training multiple predictor Logistic model in Python.mp4.mp4.srt 7.0 KB
Chapter_48-Linear_Regression/188. Multiple Linear Regression.mp4.mp4.srt 6.9 KB
Chapter_47-Data_Preprocessing/178. Non-usable variables.mp4.mp4.srt 6.9 KB
Chapter_47-Data_Preprocessing/180. Dummy variable creation in Python.mp4.mp4.srt 6.8 KB
Chapter_71-Merging_tables_to_create_a_datamart/287. Extracting more info from the Date values.mp4.mp4.srt 6.8 KB
Chapter_3-Fundamental_SQL_Statements/13. SELECT DISTINCT.mp4.mp4.srt 6.7 KB
Chapter_73-Creating_a_report_in_Alteryx/304. Layout tool - Arranging charts, text or tables in a report.mp4.mp4.srt 6.7 KB
Chapter_50-Logistic_Regression/206. Result of Simple Logistic Regression.mp4.mp4.srt 6.7 KB
Chapter_48-Linear_Regression/190. Interpreting results of Categorical variables.mp4.mp4.srt 6.7 KB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/290. Crosstab tool for creating Pivot tables.mp4.mp4.srt 6.6 KB
Chapter_47-Data_Preprocessing/179. Dummy variable creation Handling qualitative data.mp4.mp4.srt 6.6 KB
Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/122. Update to Time Series chart.mp4.mp4.srt 6.6 KB
Chapter_53-Comparing_results_from_3_models/221. Summary of the three models.mp4.mp4.srt 6.6 KB
Chapter_12-Subqueries/58. Subquery in FROM clause.mp4.mp4.srt 6.5 KB
Chapter_68-Sampling_Data/276. Random Percent Sample Tool.mp4.mp4.srt 6.5 KB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/288. The Summarize tool.mp4.mp4.srt 6.5 KB
Chapter_16-Mathematical_Functions/74. RANDOM.mp4.mp4.srt 6.4 KB
Chapter_22-User_Access_Control_Functions/101. User Access Control - Part 2.mp4.mp4.srt 6.4 KB
Chapter_64-Storing_and_Retrieving_Data_Cloud_storage/265. Storing Data on AWS S3.mp4.mp4.srt 6.4 KB
Chapter_45-Basics_of_statistics/162. Measures of Dispersion.mp4.mp4.srt 6.4 KB
Chapter_58-Ensemble_technique_3_Boosting/247. Ensemble technique 3a - Boosting in Python.mp4.mp4.srt 6.4 KB
Chapter_69-Data_Preparation/281. Formula Tool - Sales order date --& ship date.mp4.mp4.srt 6.4 KB
Chapter_49-Introduction_to_the_classification_Models/203. Why can--'t we use Linear Regression.mp4.mp4.srt 6.3 KB
Chapter_8-Aggregate_Commands/36. COUNT.mp4.mp4.srt 6.3 KB
Chapter_12-Subqueries/57. Subquery in WHERE clause.mp4.mp4.srt 6.3 KB
Chapter_69-Data_Preparation/283. Filtering and Sorting - Positive number of days.mp4.mp4.srt 6.3 KB
Chapter_3-Fundamental_SQL_Statements/15. Logical Operators.mp4.mp4.srt 6.3 KB
Chapter_21-Data_Type_Conversion_Functions/99. Converting String to Numbers Date.mp4.mp4.srt 6.3 KB
Chapter_5-Selection_commands_Filtering/28. BETWEEN.mp4.mp4.srt 6.2 KB
Chapter_3-Fundamental_SQL_Statements/10. Import data from File.mp4.mp4.srt 6.2 KB
Chapter_35-Charts_for_highlighting_heirarchy_TreeMap/130. TreeMaps.mp4.srt 6.2 KB
Chapter_15-String_Functions/71. LIST AGGREGATION.mp4.mp4.srt 6.1 KB
Chapter_1-Introduction/1. Introduction.mp4.srt 6.1 KB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/254. Importing Data from a CSV --(Comma Separated Values--) file.mp4.mp4.srt 6.1 KB
Chapter_54-Simple_Decision_Trees/230. Test-Train split in Python.mp4.mp4.srt 6.1 KB
Chapter_54-Simple_Decision_Trees/233. Plotting decision tree in Python.mp4.mp4.srt 6.0 KB
Chapter_36-Branding_a_Report/131. Branding a Report Brand Logo and Company Details.mp4.mp4.srt 6.0 KB
Chapter_10-Conditional_Statement/44. CASE WHEN.mp4.srt 6.0 KB
Chapter_45-Basics_of_statistics/158. Types of Data.mp4.mp4.srt 6.0 KB
Chapter_47-Data_Preprocessing/171. Outlier Treatment.mp4.mp4.srt 6.0 KB
Chapter_17-Date_Time_Functions/79. CURRENT DATE --& TIME.mp4.mp4.srt 6.0 KB
Chapter_28-Charts_for_comparing_categories_Bar_charts_and_stacked_charts/119. Stacked Column chart.mp4.mp4.srt 5.9 KB
Chapter_11-JOINS/52. Cross Join.mp4.mp4.srt 5.8 KB
Chapter_70-Outputting_Cleaned_Data/285. Outputting Clean Customer --& Product Data.mp4.srt 5.7 KB
Chapter_68-Sampling_Data/275. Sample Tool.mp4.mp4.srt 5.7 KB
Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/123. Line Chart and Combo Chart.mp4.mp4.srt 5.7 KB
Chapter_48-Linear_Regression/195. Regression models other than OLS.mp4.mp4.srt 5.6 KB
Chapter_3-Fundamental_SQL_Statements/17. UPDATE.mp4.mp4.srt 5.6 KB
Chapter_36-Branding_a_Report/132. Brand colors for report branding.mp4.mp4.srt 5.6 KB
Chapter_11-JOINS/51. Full Outer Join.mp4.mp4.srt 5.5 KB
Chapter_54-Simple_Decision_Trees/234. Pruning a tree.mp4.mp4.srt 5.5 KB
Chapter_12-Subqueries/59. Subquery in SELECT clause.mp4.mp4.srt 5.5 KB
Chapter_47-Data_Preprocessing/174. Missing Value Imputation in Python.mp4.mp4.srt 5.5 KB
Chapter_57-Ensemble_technique_2_Random_Forests/243. Ensemble technique 2 - Random Forests.mp4.mp4.srt 5.5 KB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/150. Arithmetic operators in Python Python Basics.mp4.mp4.srt 5.4 KB
Chapter_60-Case_study_and_Alteryx_Installation/251. Installing Alteryx.mp4.mp4.srt 5.4 KB
Chapter_38-Add_Videos_Feedback_form_etc_to_your_Report/134. URL Embed to include external content.mp4.srt 5.3 KB
Chapter_54-Simple_Decision_Trees/232. Evaluating model performance in Python.mp4.mp4.srt 5.3 KB
Chapter_54-Simple_Decision_Trees/222. Introduction to Decision trees.mp4.mp4.srt 5.3 KB
Chapter_15-String_Functions/67. REPLACE.mp4.mp4.srt 5.3 KB
Chapter_73-Creating_a_report_in_Alteryx/297. Text Tool - Adding static text to a report.mp4.mp4.srt 5.2 KB
Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/108. Data Studio Home Screen --& Dataset vs Data Source.mp4.mp4.srt 5.2 KB
Chapter_34-All_about_a_single_Metric_Bullet_Chart/129. Bullet Chart.mp4.srt 5.2 KB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/255. Importing Data from a TXT --(text--) file.mp4.mp4.srt 5.1 KB
Chapter_9-Group_by_Commands/42. HAVING.mp4.mp4.srt 5.1 KB
Chapter_54-Simple_Decision_Trees/228. Dummy Variable Creation in Python.mp4.mp4.srt 5.1 KB
Chapter_50-Logistic_Regression/209. Confusion Matrix.mp4.mp4.srt 5.1 KB
Chapter_47-Data_Preprocessing/173. Missing Value Imputation.mp4.mp4.srt 5.1 KB
Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/140. Scheduling emails.mp4.mp4.srt 5.0 KB
Chapter_23-Nail_that_interview/105. Truncate.mp4.mp4.srt 5.0 KB
Chapter_3-Fundamental_SQL_Statements/18. DELETE.mp4.mp4.srt 5.0 KB
Chapter_64-Storing_and_Retrieving_Data_Cloud_storage/266. Importing data from AWS S3.mp4.mp4.srt 4.9 KB
Chapter_58-Ensemble_technique_3_Boosting/248. Ensemble technique 3b - AdaBoost in Python.mp4.mp4.srt 4.9 KB
Chapter_5-Selection_commands_Filtering/27. IN.mp4.mp4.srt 4.9 KB
Chapter_3-Fundamental_SQL_Statements/14. WHERE.mp4.mp4.srt 4.8 KB
Chapter_6-Selection_commands_Ordering/33. LIMIT.mp4.mp4.srt 4.8 KB
Chapter_3-Fundamental_SQL_Statements/12. SELECT statement.mp4.mp4.srt 4.7 KB
Chapter_47-Data_Preprocessing/166. Data Exploration.mp4.mp4.srt 4.7 KB
Chapter_44-Integrating_ChatGPT_with_Python/Extra_Files/API.ipynb 4.7 KB
Chapter_16-Mathematical_Functions/75. SETSEED.mp4.mp4.srt 4.6 KB
Chapter_54-Simple_Decision_Trees/231. Creating Decision tree in Python.mp4.mp4.srt 4.6 KB
Chapter_47-Data_Preprocessing/175. Seasonality in Data.mp4.mp4.srt 4.6 KB
Chapter_41-Charting_Best_Practices/142. Highlighting chart message.mp4.mp4.srt 4.6 KB
Chapter_19-Window_Functions/93. COUNT.mp4.mp4.srt 4.6 KB
Chapter_2-Installation_and_getting_started/3. This is a milestone!.mp4.mp4.srt 4.6 KB
Chapter_15-String_Functions/65. LENGTH.mp4.mp4.srt 4.6 KB
Chapter_54-Simple_Decision_Trees/229. Dependent- Independent Data split in Python.mp4.mp4.srt 4.5 KB
Chapter_7-Alias/35. AS.mp4.srt 4.5 KB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/256. Importing Data from an Excel file.mp4.mp4.srt 4.5 KB
Chapter_8-Aggregate_Commands/39. MIN --& MAX.mp4.mp4.srt 4.5 KB
Chapter_62-DATA_EXTRACTION_Extracting_non_tabular_data/260. Extracting from XML.mp4.srt 4.3 KB
Chapter_47-Data_Preprocessing/169. Univariate analysis and EDD.mp4.mp4.srt 4.3 KB
Chapter_54-Simple_Decision_Trees/225. The stopping criteria for controlling tree growth.mp4.mp4.srt 4.3 KB
Chapter_16-Mathematical_Functions/73. CEIL --& FLOOR.mp4.mp4.srt 4.2 KB
Chapter_47-Data_Preprocessing/165. Gathering Business Knowledge.mp4.mp4.srt 4.2 KB
Chapter_73-Creating_a_report_in_Alteryx/293. Introduction to Reporting.mp4.mp4.srt 4.2 KB
Chapter_29-Charting_maps_of_a_country_continent_or_a_region_Geomaps/120. GeoMap.mp4.srt 4.2 KB
Chapter_11-JOINS/55. Union.mp4.mp4.srt 4.1 KB
Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/137. Downloading report as PDF and Page Management.mp4.mp4.srt 4.1 KB
Chapter_17-Date_Time_Functions/80. AGE.mp4.mp4.srt 4.1 KB
Chapter_69-Data_Preparation/280. Sort tool - Sorting customer Data based on ID.mp4.mp4.srt 4.0 KB
Chapter_11-JOINS/54. Except.mp4.mp4.srt 4.0 KB
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/coronavirus world status - 1st April2020.csv 4.0 KB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/257. Importing Data from a ZIP file.mp4.mp4.srt 3.9 KB
Chapter_73-Creating_a_report_in_Alteryx/299. Header tool - Adding header in a report.mp4.mp4.srt 3.9 KB
Chapter_45-Basics_of_statistics/159. Types of Statistics.mp4.mp4.srt 3.8 KB
Chapter_11-JOINS/45. Introduction to Joins.mp4.mp4.srt 3.7 KB
Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/139. Sharing report using a link.mp4.mp4.srt 3.7 KB
Chapter_63-Extracting_from_an_SQL_table/261. Plan for importing sales Data.mp4.mp4.srt 3.6 KB
Chapter_54-Simple_Decision_Trees/226. Importing the Data set into Python.mp4.mp4.srt 3.6 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/CustomerData_South.zip 3.5 KB
Chapter_24-Looker_Studio/106. Introduction.mp4.mp4.srt 3.5 KB
Chapter_15-String_Functions/69. CONCATENATION.mp4.mp4.srt 3.5 KB
Chapter_48-Linear_Regression/199. Heteroscedasticity.mp4.mp4.srt 3.5 KB
Chapter_50-Logistic_Regression/207. Logistic with multiple predictors.mp4.mp4.srt 3.4 KB
Chapter_8-Aggregate_Commands/37. SUM.mp4.mp4.srt 3.4 KB
Chapter_73-Creating_a_report_in_Alteryx/303. Image tool - Adding image to a report.mp4.mp4.srt 3.3 KB
Chapter_15-String_Functions/72. Exercise 13 String Functions.mp4.mp4.srt 3.3 KB
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/Areachart_updated.csv 3.3 KB
Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/Extra_Files/Areachart_updated.csv 3.3 KB
Chapter_8-Aggregate_Commands/38. AVERAGE.mp4.mp4.srt 3.1 KB
Chapter_15-String_Functions/66. UPPER LOWER.mp4.mp4.srt 3.1 KB
Chapter_50-Logistic_Regression/212. Evaluating model performance in Python.mp4.mp4.srt 3.0 KB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/147. Installing Python and Anaconda.mp4.mp4.srt 3.0 KB
Chapter_51-Linear_Discriminant_Analysis_(LDA)/214. LDA in Python.mp4.mp4.srt 2.9 KB
Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/141. Embeding report on Website.mp4.mp4.srt 2.8 KB
Chapter_11-JOINS/47. Preparing the data.mp4.mp4.srt 2.8 KB
Chapter_16-Mathematical_Functions/77. POWER.mp4.mp4.srt 2.8 KB
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/All files for Restoring Database/Restore directory/toc.dat 2.7 KB
Chapter_16-Mathematical_Functions/76. ROUND.mp4.mp4.srt 2.7 KB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/292. The Count tool.mp4.mp4.srt 2.7 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/CustomerData_West/CustomerData_West_Washington.csv 2.7 KB
Chapter_1-Introduction/Extra files/Data files/Code files and others/1. ST Academy - Crash course and Regression files/R Code/R_Linear.R 2.7 KB
Chapter_54-Simple_Decision_Trees/227. Missing value treatment in Python.mp4.mp4.srt 2.6 KB
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/Areachart.csv 2.4 KB
Chapter_42-Machine_learning_in_Python/146. Introduction.mp4.srt 2.4 KB
Chapter_73-Creating_a_report_in_Alteryx/300. Footer tool - Adding footer to a report.mp4.mp4.srt 2.3 KB
Chapter_3-Fundamental_SQL_Statements/7. Exercise 1 Create DB and Table.mp4.mp4.srt 2.3 KB
Chapter_55-Simple_Classification_Tree/237. The Data set for Classification problem.mp4.mp4.srt 2.2 KB
Chapter_55-Simple_Classification_Tree/240. Advantages and Disadvantages of Decision Trees.mp4.mp4.srt 2.1 KB
Chapter_75-Congratulations_and_about_your_certificate/307. The final milestone!.mp4.srt 2.1 KB
Chapter_49-Introduction_to_the_classification_Models/202. The problem statements.mp4.mp4.srt 2.0 KB
Chapter_49-Introduction_to_the_classification_Models/201. Importing the data into Python.mp4.mp4.srt 2.0 KB
Chapter_3-Fundamental_SQL_Statements/16. Exercise 3 SELECT, WHERE --& Logical.mp4.mp4.srt 2.0 KB
Chapter_18-Pattern_(String)_Matching/86. Exercise 16 Pattern Matching.mp4.mp4.srt 2.0 KB
Chapter_16-Mathematical_Functions/78. Exercise 14 Mathematical Functions.mp4.mp4.srt 1.9 KB
Chapter_12-Subqueries/60. Exercise 11 Subqueries.mp4.mp4.srt 1.9 KB
Chapter_8-Aggregate_Commands/40. Exercise 8 Aggregate functions.mp4.mp4.srt 1.9 KB
Chapter_6-Selection_commands_Ordering/31. Side Lecture Commenting in SQL.mp4.mp4.srt 1.8 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/CustomerData_West/CustomerData_West_Colorado.csv 1.8 KB
Chapter_48-Linear_Regression/183. The Problem Statement.mp4.mp4.srt 1.8 KB
Chapter_9-Group_by_Commands/43. Exercise 9 Group By.mp4.mp4.srt 1.8 KB
Chapter_17-Date_Time_Functions/82. Exercise 15 Date-time functions.mp4.mp4.srt 1.8 KB
Chapter_11-JOINS/56. Exercise 10 Joins.mp4.mp4.srt 1.8 KB
Chapter_3-Fundamental_SQL_Statements/21. Exercise 4 Update, Delete and Alter Table.mp4.mp4.srt 1.5 KB
Chapter_3-Fundamental_SQL_Statements/11. Exercise 2 Inserting and Importing data.mp4.mp4.srt 1.5 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/CustomerData_West_Arizono.csv 1.4 KB
Chapter_4-Restore_and_Back_up/26. Exercise 5 Restore and Back-up.mp4.mp4.srt 1.4 KB
Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/109. Structure of Input data.mp4.mp4.srt 1.4 KB
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/CustomerData_West/CustomerData_West_Others.csv 1.2 KB
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/timeseries2.csv 1.2 KB
Chapter_1-Introduction/Extra files/Data files/Code files and others/2. ST Academy - Classification models resource files/R Code/class_final.R 1.2 KB
Chapter_5-Selection_commands_Filtering/30. Exercise 6 In, Like --& Between.mp4.mp4.srt 1.2 KB
Chapter_14-Views_and_Indexes/64. Exercise 12 Views.mp4.mp4.srt 1.1 KB
Chapter_6-Selection_commands_Ordering/34. Exercise 7 Sorting.mp4.mp4.srt 1.0 KB
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/timeseries.csv 965 bytes
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/Scatterplot.csv 441 bytes
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/treemap.csv 423 bytes
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/Lecture_24_Joins_Query.txt 417 bytes
Chapter_1-Introduction/Extra files/Presentations/Part 1 - SQL/Lecture_24_Joins_Query.txt 417 bytes
Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Sales Data/Error_No_Product_ID.csv 296 bytes
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/User_table.txt 242 bytes
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/BubbleChart.csv 161 bytes
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/Student.csv 129 bytes
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/copy.csv 97 bytes
Chapter_13-Fun_way_to_practice_SQL/Video.txt 79 bytes
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/piechart.csv 69 bytes
Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/copytext.txt 51 bytes
Chapter_1-Introduction/Extra files/Data files/Part 2 - Looker Studio/bullet.csv 36 bytes

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