[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]

Creation Time	Nov. 18, 2023, 7:47 p.m.
Last Access Time	May 5, 2025, 7:35 a.m.
File Size	13.6 GB
Keywords	современному по Проектов En Мастер-класс Udemy ИИ 2020 6
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Total Files	189
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04 AI in Healthcare/028 Healthcare-AI-Datasets.zip 611.5 MB
03 Emotion AI/006 Emotion-AI-Dataset.zip 521.8 MB
03 Emotion AI/012 Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.mp4 391.0 MB
04 AI in Healthcare/034 Task #6 - Train a Classifier Model To Detect Brain Tumors.mp4 352.1 MB
06 AI In Business (Finance) & AutoML/055 Task #3 - Visualize and Explore Dataset.mp4 345.6 MB
07 Creative AI/070 Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.mp4 343.4 MB
05 AI in Business (Marketing)/044 Task #4 - Perform Exploratory Data Analysis (Part #2).mp4 315.8 MB
04 AI in Healthcare/029 Task #1 - Understand the Problem Statement and Business Case.mp4 311.3 MB
01 Introduction/003 Course Outline and Key Learning Outcomes.mp4 290.9 MB
06 AI In Business (Finance) & AutoML/057 Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.mp4 271.0 MB
06 AI In Business (Finance) & AutoML/058 Task #6 - Understand XG-Boost Algorithm Key Steps.mp4 258.0 MB
07 Creative AI/066 Task #1 - Understand the Problem Statement & Business Case.mp4 257.7 MB
04 AI in Healthcare/036 Task #8 - Understand ResUnet Segmentation Models Intuition.mp4 223.9 MB
07 Creative AI/073 Task #8 - Implement Deep Dream Algorithm Part #2.mp4 222.0 MB
03 Emotion AI/010 Task #4 - Perform Images Augmentation.mp4 221.3 MB
05 AI in Business (Marketing)/047 Task #7 - Apply K-Means Clustering Algorithm.mp4 221.2 MB
06 AI In Business (Finance) & AutoML/064 Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).mp4 213.8 MB
03 Emotion AI/013 Task #7 - Understand ANNs Training & Gradient Descent Algorithm.mp4 211.3 MB
05 AI in Business (Marketing)/045 Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.mp4 209.9 MB
04 AI in Healthcare/031 Task #3 - Visualize and Explore Datasets.mp4 209.7 MB
05 AI in Business (Marketing)/050 Task #10 - Apply Auto-encoders and Perform Clustering.mp4 206.2 MB
03 Emotion AI/022 Task #16 - Understand Classifiers Key Performance Indicators (KPIs).mp4 203.9 MB
04 AI in Healthcare/039 Task #11 - Assess Trained ResUNet Segmentation Model Performance.mp4 196.6 MB
03 Emotion AI/014 Task #8 - Understand Convolutional Neural Networks and ResNets.mp4 196.3 MB
06 AI In Business (Finance) & AutoML/062 Task #10 - Train XG-Boost in AWS SageMaker.mp4 190.3 MB
06 AI In Business (Finance) & AutoML/053 Task #1 - Understand the Problem Statement & Business Case.mp4 187.6 MB
04 AI in Healthcare/030 Task #2 - Import Libraries and Datasets.mp4 186.8 MB
01 Introduction/002 Introduction, Key Tips and Best Practices.mp4 186.4 MB
04 AI in Healthcare/033 Task #5 - Understand Theory and Intuition Behind Transfer Learning.mp4 185.9 MB
04 AI in Healthcare/032 Task #4 - Understand the Intuition behind ResNet and CNNs.mp4 184.6 MB
03 Emotion AI/007 Task #1 - Understand the Problem Statement & Business Case.mp4 182.7 MB
05 AI in Business (Marketing)/048 Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).mp4 177.1 MB
03 Emotion AI/021 Task #15 - Build & Train a Facial Expression Classifier Model.mp4 172.0 MB
04 AI in Healthcare/037 Task #9 - Build a Segmentation Model to Localize Brain Tumors.mp4 168.5 MB
06 AI In Business (Finance) & AutoML/063 Task #11 - Deploy Model and Make Inference.mp4 166.4 MB
05 AI in Business (Marketing)/043 Task #3 - Perform Exploratory Data Analysis (Part #1).mp4 166.1 MB
03 Emotion AI/015 Task #9 - Build ResNet to Detect Key Facial Points.mp4 158.2 MB
03 Emotion AI/023 Task #17 - Assess Facial Expression Classifier Model.mp4 157.6 MB
03 Emotion AI/009 Task #3 - Perform Image Visualizations.mp4 152.7 MB
01 Introduction/001 Introduction and Welcome Message.mp4 146.6 MB
03 Emotion AI/018 Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.mp4 145.2 MB
05 AI in Business (Marketing)/042 Task #2 - Import Libraries and Datasets.mp4 139.6 MB
06 AI In Business (Finance) & AutoML/061 Task #9 - Understand XG-Boost in AWS SageMaker.mp4 134.1 MB
03 Emotion AI/027 Task #21 - Deploy Both Models and Make Inference.mp4 134.1 MB
09 Crash Course on AWS, S3, and SageMaker/088 AWS SageMaker Model Deployment.mp4 134.0 MB
03 Emotion AI/008 Task #2 - Import Libraries and Datasets.mp4 132.3 MB
09 Crash Course on AWS, S3, and SageMaker/085 AWS SageMaker Walk-through.mp4 128.5 MB
07 Creative AI/072 Task #7 - Implement Deep Dream Algorithm Part #1.mp4 127.3 MB
03 Emotion AI/006 Project Introduction and Welcome Message.mp4 126.2 MB
05 AI in Business (Marketing)/046 Apply Elbow Method to Find the Optimal Number of Clusters.mp4 125.6 MB
03 Emotion AI/025 Task #19 - Save Trained Model for Deployment.mp4 125.0 MB
06 AI In Business (Finance) & AutoML/059 Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.mp4 125.0 MB
07 Creative AI/075 Task #10 - Generate DeepDream Video.mp4 122.4 MB
04 AI in Healthcare/028 Project Introduction and Welcome Message.mp4 120.3 MB
06 AI In Business (Finance) & AutoML/051 Project Introduction and Welcome Message.mp4 118.4 MB
05 AI in Business (Marketing)/041 Task #1 - Understand AI Applications in Marketing.mp4 113.5 MB
05 AI in Business (Marketing)/049 Task #9 - Understand the Theory and Intuition Behind Auto-encoders.mp4 109.1 MB
07 Creative AI/069 Task #4 - Run the Pre-trained Model and Explore Activations.mp4 105.0 MB
07 Creative AI/074 Task #9 - Apply DeepDream Algorithm to Generate Images.mp4 103.9 MB
03 Emotion AI/011 Task #5 - Perform Data Normalization and Scaling.mp4 100.7 MB
04 AI in Healthcare/035 Task #7 - Assess Trained Classifier Model Performance.mp4 97.5 MB
05 AI in Business (Marketing)/040 Project Introduction and Welcome Message.mp4 96.7 MB
07 Creative AI/068 Task #3 - Import and Merge Images.mp4 93.8 MB
03 Emotion AI/020 Task #14 - Perform Image Augmentation.mp4 89.4 MB
09 Crash Course on AWS, S3, and SageMaker/081 Amazon S3.mp4 88.9 MB
03 Emotion AI/016 Task #10 - Compile and Train Facial Key Points Detector Model.mp4 86.0 MB
06 AI In Business (Finance) & AutoML/060 Task #8 - Perform Grid Search and Hyper-parameters Optimization.mp4 83.7 MB
09 Crash Course on AWS, S3, and SageMaker/082 EC2 and Identity and Access Management (IAM).mp4 82.8 MB
08 Explainable AI/076 Project Introduction and Welcome Message.mp4 82.0 MB
09 Crash Course on AWS, S3, and SageMaker/087 AWS SageMaker Studio Walk-through.mp4 77.8 MB
07 Creative AI/065 Project Introduction and Welcome Message.mp4 76.7 MB
03 Emotion AI/024 Task #18 - Make Predictions from Both Models_ 1. Key Facial Points & 2. Emotion.mp4 76.4 MB
07 Creative AI/067 Task #2 - Import Model with Pre-trained Weights.mp4 73.5 MB
03 Emotion AI/017 Task #11 - Assess Trained ResNet Model Performance.mp4 73.2 MB
03 Emotion AI/019 Task #13 - Visualize Images for Facial Expression Detection.mp4 68.5 MB
06 AI In Business (Finance) & AutoML/054 Task #2 - Import Libraries and Datasets.mp4 63.2 MB
07 Creative AI/065 Creative-AI-Dataset.zip 58.9 MB
09 Crash Course on AWS, S3, and SageMaker/080 Regions and Availability Zones.mp4 57.8 MB
09 Crash Course on AWS, S3, and SageMaker/078 What is AWS and Cloud Computing_.mp4 53.3 MB
03 Emotion AI/026 Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.mp4 49.1 MB
04 AI in Healthcare/038 Task #10 - Train ResUnet Segmentation Model.mp4 48.1 MB
09 Crash Course on AWS, S3, and SageMaker/086 AWS SageMaker Studio Overview.mp4 47.6 MB
09 Crash Course on AWS, S3, and SageMaker/084 AWS SageMaker Overview.mp4 46.3 MB
09 Crash Course on AWS, S3, and SageMaker/079 Key Machine Learning Components and AWS Tour.mp4 42.1 MB
06 AI In Business (Finance) & AutoML/056 Task #4 - Clean Up the Data.mp4 39.3 MB
07 Creative AI/071 Task #6 - Understand The Gradient Operations in TF 2.0.mp4 33.9 MB
09 Crash Course on AWS, S3, and SageMaker/083 AWS Free Tier Account Setup and Overview.mp4 33.0 MB
05 AI in Business (Marketing)/040 AI-in-Marketing-Dataset.zip 8.4 MB
06 AI In Business (Finance) & AutoML/051 AI-in-Finance.pdf 6.2 MB
07 Creative AI/065 Creative-AI.pdf 4.8 MB
04 AI in Healthcare/028 Healthcare-AI-Slides.pdf 4.3 MB
03 Emotion AI/006 Emotion-AI-Slides.pdf 3.1 MB
06 AI In Business (Finance) & AutoML/051 UCI-Credit-Card.csv 2.7 MB
05 AI in Business (Marketing)/040 AI-in-Marketing-Slides.pdf 1.6 MB
06 AI In Business (Finance) & AutoML/051 AI-in-Finance-SageMaker-AutoPilot.pdf 1.0 MB
04 AI in Healthcare/034 Task #6 - Train a Classifier Model To Detect Brain Tumors.en.srt 36.5 KB
04 AI in Healthcare/031 Task #3 - Visualize and Explore Datasets.en.srt 35.9 KB
06 AI In Business (Finance) & AutoML/057 Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.en.srt 35.4 KB
06 AI In Business (Finance) & AutoML/058 Task #6 - Understand XG-Boost Algorithm Key Steps.en.srt 34.9 KB
06 AI In Business (Finance) & AutoML/055 Task #3 - Visualize and Explore Dataset.en.srt 34.2 KB
03 Emotion AI/012 Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.en.srt 33.9 KB
07 Creative AI/070 Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.en.srt 33.3 KB
05 AI in Business (Marketing)/044 Task #4 - Perform Exploratory Data Analysis (Part #2).en.srt 32.9 KB
05 AI in Business (Marketing)/045 Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.en.srt 29.8 KB
03 Emotion AI/010 Task #4 - Perform Images Augmentation.en.srt 29.6 KB
03 Emotion AI/013 Task #7 - Understand ANNs Training & Gradient Descent Algorithm.en.srt 29.4 KB
05 AI in Business (Marketing)/043 Task #3 - Perform Exploratory Data Analysis (Part #1).en.srt 27.9 KB
05 AI in Business (Marketing)/047 Task #7 - Apply K-Means Clustering Algorithm.en.srt 26.6 KB
01 Introduction/003 Course Outline and Key Learning Outcomes.en.srt 26.3 KB
04 AI in Healthcare/029 Task #1 - Understand the Problem Statement and Business Case.en.srt 26.2 KB
06 AI In Business (Finance) & AutoML/062 Task #10 - Train XG-Boost in AWS SageMaker.en.srt 25.2 KB
03 Emotion AI/021 Task #15 - Build & Train a Facial Expression Classifier Model.en.srt 24.8 KB
06 AI In Business (Finance) & AutoML/064 Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).en.srt 24.2 KB
04 AI in Healthcare/037 Task #9 - Build a Segmentation Model to Localize Brain Tumors.en.srt 23.6 KB
03 Emotion AI/022 Task #16 - Understand Classifiers Key Performance Indicators (KPIs).en.srt 23.4 KB
05 AI in Business (Marketing)/042 Task #2 - Import Libraries and Datasets.en.srt 23.3 KB
03 Emotion AI/023 Task #17 - Assess Facial Expression Classifier Model.en.srt 23.1 KB
09 Crash Course on AWS, S3, and SageMaker/081 Amazon S3.en.srt 22.9 KB
04 AI in Healthcare/036 Task #8 - Understand ResUnet Segmentation Models Intuition.en.srt 22.7 KB
03 Emotion AI/020 Task #14 - Perform Image Augmentation.en.srt 21.8 KB
03 Emotion AI/015 Task #9 - Build ResNet to Detect Key Facial Points.en.srt 21.5 KB
05 AI in Business (Marketing)/050 Task #10 - Apply Auto-encoders and Perform Clustering.en.srt 21.0 KB
03 Emotion AI/014 Task #8 - Understand Convolutional Neural Networks and ResNets.en.srt 20.8 KB
03 Emotion AI/008 Task #2 - Import Libraries and Datasets.en.srt 20.6 KB
04 AI in Healthcare/039 Task #11 - Assess Trained ResUNet Segmentation Model Performance.en.srt 20.5 KB
09 Crash Course on AWS, S3, and SageMaker/082 EC2 and Identity and Access Management (IAM).en.srt 20.3 KB
04 AI in Healthcare/033 Task #5 - Understand Theory and Intuition Behind Transfer Learning.en.srt 19.5 KB
07 Creative AI/073 Task #8 - Implement Deep Dream Algorithm Part #2.en.srt 19.4 KB
03 Emotion AI/018 Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.en.srt 19.3 KB
04 AI in Healthcare/030 Task #2 - Import Libraries and Datasets.en.srt 18.7 KB
06 AI In Business (Finance) & AutoML/053 Task #1 - Understand the Problem Statement & Business Case.en.srt 18.3 KB
04 AI in Healthcare/032 Task #4 - Understand the Intuition behind ResNet and CNNs.en.srt 18.0 KB
09 Crash Course on AWS, S3, and SageMaker/085 AWS SageMaker Walk-through.en.srt 17.6 KB
03 Emotion AI/007 Task #1 - Understand the Problem Statement & Business Case.en.srt 17.3 KB
05 AI in Business (Marketing)/048 Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).en.srt 17.0 KB
07 Creative AI/069 Task #4 - Run the Pre-trained Model and Explore Activations.en.srt 16.8 KB
06 AI In Business (Finance) & AutoML/063 Task #11 - Deploy Model and Make Inference.en.srt 16.6 KB
07 Creative AI/072 Task #7 - Implement Deep Dream Algorithm Part #1.en.srt 16.4 KB
09 Crash Course on AWS, S3, and SageMaker/088 AWS SageMaker Model Deployment.en.srt 16.4 KB
01 Introduction/002 Introduction, Key Tips and Best Practices.en.srt 16.3 KB
03 Emotion AI/009 Task #3 - Perform Image Visualizations.en.srt 16.3 KB
03 Emotion AI/025 Task #19 - Save Trained Model for Deployment.en.srt 15.8 KB
07 Creative AI/068 Task #3 - Import and Merge Images.en.srt 15.6 KB
04 AI in Healthcare/035 Task #7 - Assess Trained Classifier Model Performance.en.srt 14.9 KB
09 Crash Course on AWS, S3, and SageMaker/079 Key Machine Learning Components and AWS Tour.en.srt 14.9 KB
07 Creative AI/066 Task #1 - Understand the Problem Statement & Business Case.en.srt 14.8 KB
09 Crash Course on AWS, S3, and SageMaker/084 AWS SageMaker Overview.en.srt 14.4 KB
05 AI in Business (Marketing)/046 Apply Elbow Method to Find the Optimal Number of Clusters.en.srt 14.0 KB
05 AI in Business (Marketing)/049 Task #9 - Understand the Theory and Intuition Behind Auto-encoders.en.srt 13.6 KB
09 Crash Course on AWS, S3, and SageMaker/086 AWS SageMaker Studio Overview.en.srt 13.6 KB
06 AI In Business (Finance) & AutoML/059 Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.en.srt 13.2 KB
03 Emotion AI/027 Task #21 - Deploy Both Models and Make Inference.en.srt 13.1 KB
03 Emotion AI/011 Task #5 - Perform Data Normalization and Scaling.en.srt 12.8 KB
09 Crash Course on AWS, S3, and SageMaker/078 What is AWS and Cloud Computing_.en.srt 12.8 KB
03 Emotion AI/016 Task #10 - Compile and Train Facial Key Points Detector Model.en.srt 12.5 KB
07 Creative AI/067 Task #2 - Import Model with Pre-trained Weights.en.srt 12.5 KB
03 Emotion AI/024 Task #18 - Make Predictions from Both Models_ 1. Key Facial Points & 2. Emotion.en.srt 12.4 KB
03 Emotion AI/019 Task #13 - Visualize Images for Facial Expression Detection.en.srt 12.3 KB
07 Creative AI/074 Task #9 - Apply DeepDream Algorithm to Generate Images.en.srt 12.1 KB
06 AI In Business (Finance) & AutoML/061 Task #9 - Understand XG-Boost in AWS SageMaker.en.srt 12.0 KB
07 Creative AI/075 Task #10 - Generate DeepDream Video.en.srt 11.8 KB
09 Crash Course on AWS, S3, and SageMaker/087 AWS SageMaker Studio Walk-through.en.srt 11.7 KB
06 AI In Business (Finance) & AutoML/060 Task #8 - Perform Grid Search and Hyper-parameters Optimization.en.srt 11.5 KB
05 AI in Business (Marketing)/041 Task #1 - Understand AI Applications in Marketing.en.srt 11.0 KB
06 AI In Business (Finance) & AutoML/056 Task #4 - Clean Up the Data.en.srt 9.9 KB
09 Crash Course on AWS, S3, and SageMaker/080 Regions and Availability Zones.en.srt 9.6 KB
07 Creative AI/071 Task #6 - Understand The Gradient Operations in TF 2.0.en.srt 9.6 KB
09 Crash Course on AWS, S3, and SageMaker/083 AWS Free Tier Account Setup and Overview.en.srt 9.3 KB
06 AI In Business (Finance) & AutoML/054 Task #2 - Import Libraries and Datasets.en.srt 8.2 KB
03 Emotion AI/017 Task #11 - Assess Trained ResNet Model Performance.en.srt 8.0 KB
03 Emotion AI/026 Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.en.srt 7.8 KB
04 AI in Healthcare/038 Task #10 - Train ResUnet Segmentation Model.en.srt 6.4 KB
01 Introduction/001 Introduction and Welcome Message.en.srt 5.1 KB
03 Emotion AI/006 Project Introduction and Welcome Message.en.srt 3.8 KB
04 AI in Healthcare/028 Project Introduction and Welcome Message.en.srt 3.5 KB
06 AI In Business (Finance) & AutoML/051 Project Introduction and Welcome Message.en.srt 3.2 KB
05 AI in Business (Marketing)/040 Project Introduction and Welcome Message.en.srt 2.8 KB
08 Explainable AI/076 Project Introduction and Welcome Message.en.srt 2.5 KB
02 Bonus Materials (Download now!)/005 Link to Bonus Materials.html 2.5 KB
07 Creative AI/065 Project Introduction and Welcome Message.en.srt 2.1 KB
06 AI In Business (Finance) & AutoML/052 Notes on Amazon Web Services (AWS).html 1.7 KB
01 Introduction/004 Get the Materials.html 1.2 KB
08 Explainable AI/077 Introduction and Welcome Message.html 972 bytes
06 AI In Business (Finance) & AutoML/external-assets-links.txt 137 bytes
05 AI in Business (Marketing)/external-assets-links.txt 132 bytes
03 Emotion AI/external-assets-links.txt 127 bytes
04 AI in Healthcare/external-assets-links.txt 124 bytes
07 Creative AI/external-assets-links.txt 119 bytes
udemy-dl.log 0 bytes

[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]

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