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[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]
磁力链接/BT种子名称
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]
磁力链接/BT种子简介
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2021-03-09
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2024-11-09
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文件列表
04 AI in Healthcare/028 Healthcare-AI-Datasets.zip
641.2 MB
03 Emotion AI/006 Emotion-AI-Dataset.zip
547.1 MB
03 Emotion AI/012 Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.mp4
410.0 MB
04 AI in Healthcare/034 Task #6 - Train a Classifier Model To Detect Brain Tumors.mp4
369.2 MB
06 AI In Business (Finance) & AutoML/055 Task #3 - Visualize and Explore Dataset.mp4
362.4 MB
07 Creative AI/070 Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.mp4
360.1 MB
05 AI in Business (Marketing)/044 Task #4 - Perform Exploratory Data Analysis (Part #2).mp4
331.1 MB
04 AI in Healthcare/029 Task #1 - Understand the Problem Statement and Business Case.mp4
326.4 MB
01 Introduction/003 Course Outline and Key Learning Outcomes.mp4
305.1 MB
06 AI In Business (Finance) & AutoML/057 Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.mp4
284.1 MB
06 AI In Business (Finance) & AutoML/058 Task #6 - Understand XG-Boost Algorithm Key Steps.mp4
270.6 MB
07 Creative AI/066 Task #1 - Understand the Problem Statement & Business Case.mp4
270.2 MB
04 AI in Healthcare/036 Task #8 - Understand ResUnet Segmentation Models Intuition.mp4
234.8 MB
07 Creative AI/073 Task #8 - Implement Deep Dream Algorithm Part #2.mp4
232.8 MB
03 Emotion AI/010 Task #4 - Perform Images Augmentation.mp4
232.1 MB
05 AI in Business (Marketing)/047 Task #7 - Apply K-Means Clustering Algorithm.mp4
232.0 MB
06 AI In Business (Finance) & AutoML/064 Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).mp4
224.1 MB
03 Emotion AI/013 Task #7 - Understand ANNs Training & Gradient Descent Algorithm.mp4
221.6 MB
05 AI in Business (Marketing)/045 Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.mp4
220.1 MB
04 AI in Healthcare/031 Task #3 - Visualize and Explore Datasets.mp4
219.9 MB
05 AI in Business (Marketing)/050 Task #10 - Apply Auto-encoders and Perform Clustering.mp4
216.2 MB
03 Emotion AI/022 Task #16 - Understand Classifiers Key Performance Indicators (KPIs).mp4
213.8 MB
04 AI in Healthcare/039 Task #11 - Assess Trained ResUNet Segmentation Model Performance.mp4
206.2 MB
03 Emotion AI/014 Task #8 - Understand Convolutional Neural Networks and ResNets.mp4
205.9 MB
06 AI In Business (Finance) & AutoML/062 Task #10 - Train XG-Boost in AWS SageMaker.mp4
199.6 MB
06 AI In Business (Finance) & AutoML/053 Task #1 - Understand the Problem Statement & Business Case.mp4
196.7 MB
04 AI in Healthcare/030 Task #2 - Import Libraries and Datasets.mp4
195.9 MB
01 Introduction/002 Introduction, Key Tips and Best Practices.mp4
195.4 MB
04 AI in Healthcare/033 Task #5 - Understand Theory and Intuition Behind Transfer Learning.mp4
195.0 MB
04 AI in Healthcare/032 Task #4 - Understand the Intuition behind ResNet and CNNs.mp4
193.6 MB
03 Emotion AI/007 Task #1 - Understand the Problem Statement & Business Case.mp4
191.6 MB
05 AI in Business (Marketing)/048 Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).mp4
185.7 MB
03 Emotion AI/021 Task #15 - Build & Train a Facial Expression Classifier Model.mp4
180.3 MB
04 AI in Healthcare/037 Task #9 - Build a Segmentation Model to Localize Brain Tumors.mp4
176.7 MB
06 AI In Business (Finance) & AutoML/063 Task #11 - Deploy Model and Make Inference.mp4
174.5 MB
05 AI in Business (Marketing)/043 Task #3 - Perform Exploratory Data Analysis (Part #1).mp4
174.1 MB
03 Emotion AI/015 Task #9 - Build ResNet to Detect Key Facial Points.mp4
165.9 MB
03 Emotion AI/023 Task #17 - Assess Facial Expression Classifier Model.mp4
165.3 MB
03 Emotion AI/009 Task #3 - Perform Image Visualizations.mp4
160.1 MB
01 Introduction/001 Introduction and Welcome Message.mp4
153.7 MB
03 Emotion AI/018 Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.mp4
152.2 MB
05 AI in Business (Marketing)/042 Task #2 - Import Libraries and Datasets.mp4
146.4 MB
06 AI In Business (Finance) & AutoML/061 Task #9 - Understand XG-Boost in AWS SageMaker.mp4
140.6 MB
03 Emotion AI/027 Task #21 - Deploy Both Models and Make Inference.mp4
140.6 MB
09 Crash Course on AWS, S3, and SageMaker/088 AWS SageMaker Model Deployment.mp4
140.5 MB
03 Emotion AI/008 Task #2 - Import Libraries and Datasets.mp4
138.7 MB
09 Crash Course on AWS, S3, and SageMaker/085 AWS SageMaker Walk-through.mp4
134.8 MB
07 Creative AI/072 Task #7 - Implement Deep Dream Algorithm Part #1.mp4
133.5 MB
03 Emotion AI/006 Project Introduction and Welcome Message.mp4
132.3 MB
05 AI in Business (Marketing)/046 Apply Elbow Method to Find the Optimal Number of Clusters.mp4
131.7 MB
03 Emotion AI/025 Task #19 - Save Trained Model for Deployment.mp4
131.1 MB
06 AI In Business (Finance) & AutoML/059 Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.mp4
131.1 MB
07 Creative AI/075 Task #10 - Generate DeepDream Video.mp4
128.4 MB
04 AI in Healthcare/028 Project Introduction and Welcome Message.mp4
126.2 MB
06 AI In Business (Finance) & AutoML/051 Project Introduction and Welcome Message.mp4
124.1 MB
05 AI in Business (Marketing)/041 Task #1 - Understand AI Applications in Marketing.mp4
119.1 MB
05 AI in Business (Marketing)/049 Task #9 - Understand the Theory and Intuition Behind Auto-encoders.mp4
114.4 MB
07 Creative AI/069 Task #4 - Run the Pre-trained Model and Explore Activations.mp4
110.1 MB
07 Creative AI/074 Task #9 - Apply DeepDream Algorithm to Generate Images.mp4
108.9 MB
03 Emotion AI/011 Task #5 - Perform Data Normalization and Scaling.mp4
105.6 MB
04 AI in Healthcare/035 Task #7 - Assess Trained Classifier Model Performance.mp4
102.2 MB
05 AI in Business (Marketing)/040 Project Introduction and Welcome Message.mp4
101.4 MB
07 Creative AI/068 Task #3 - Import and Merge Images.mp4
98.4 MB
03 Emotion AI/020 Task #14 - Perform Image Augmentation.mp4
93.7 MB
09 Crash Course on AWS, S3, and SageMaker/081 Amazon S3.mp4
93.2 MB
03 Emotion AI/016 Task #10 - Compile and Train Facial Key Points Detector Model.mp4
90.2 MB
06 AI In Business (Finance) & AutoML/060 Task #8 - Perform Grid Search and Hyper-parameters Optimization.mp4
87.8 MB
09 Crash Course on AWS, S3, and SageMaker/082 EC2 and Identity and Access Management (IAM).mp4
86.8 MB
08 Explainable AI/076 Project Introduction and Welcome Message.mp4
86.0 MB
09 Crash Course on AWS, S3, and SageMaker/087 AWS SageMaker Studio Walk-through.mp4
81.6 MB
07 Creative AI/065 Project Introduction and Welcome Message.mp4
80.4 MB
03 Emotion AI/024 Task #18 - Make Predictions from Both Models_ 1. Key Facial Points & 2. Emotion.mp4
80.2 MB
07 Creative AI/067 Task #2 - Import Model with Pre-trained Weights.mp4
77.0 MB
03 Emotion AI/017 Task #11 - Assess Trained ResNet Model Performance.mp4
76.8 MB
03 Emotion AI/019 Task #13 - Visualize Images for Facial Expression Detection.mp4
71.9 MB
06 AI In Business (Finance) & AutoML/054 Task #2 - Import Libraries and Datasets.mp4
66.2 MB
07 Creative AI/065 Creative-AI-Dataset.zip
61.8 MB
09 Crash Course on AWS, S3, and SageMaker/080 Regions and Availability Zones.mp4
60.6 MB
09 Crash Course on AWS, S3, and SageMaker/078 What is AWS and Cloud Computing_.mp4
55.9 MB
03 Emotion AI/026 Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.mp4
51.4 MB
04 AI in Healthcare/038 Task #10 - Train ResUnet Segmentation Model.mp4
50.4 MB
09 Crash Course on AWS, S3, and SageMaker/086 AWS SageMaker Studio Overview.mp4
49.9 MB
09 Crash Course on AWS, S3, and SageMaker/084 AWS SageMaker Overview.mp4
48.5 MB
09 Crash Course on AWS, S3, and SageMaker/079 Key Machine Learning Components and AWS Tour.mp4
44.1 MB
06 AI In Business (Finance) & AutoML/056 Task #4 - Clean Up the Data.mp4
41.2 MB
07 Creative AI/071 Task #6 - Understand The Gradient Operations in TF 2.0.mp4
35.6 MB
09 Crash Course on AWS, S3, and SageMaker/083 AWS Free Tier Account Setup and Overview.mp4
34.6 MB
05 AI in Business (Marketing)/040 AI-in-Marketing-Dataset.zip
8.8 MB
06 AI In Business (Finance) & AutoML/051 AI-in-Finance.pdf
6.5 MB
07 Creative AI/065 Creative-AI.pdf
5.1 MB
04 AI in Healthcare/028 Healthcare-AI-Slides.pdf
4.6 MB
03 Emotion AI/006 Emotion-AI-Slides.pdf
3.2 MB
06 AI In Business (Finance) & AutoML/051 UCI-Credit-Card.csv
2.9 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
1.1 MB
04 AI in Healthcare/034 Task #6 - Train a Classifier Model To Detect Brain Tumors.en.srt
37.4 kB
04 AI in Healthcare/031 Task #3 - Visualize and Explore Datasets.en.srt
36.8 kB
06 AI In Business (Finance) & AutoML/057 Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.en.srt
36.2 kB
06 AI In Business (Finance) & AutoML/058 Task #6 - Understand XG-Boost Algorithm Key Steps.en.srt
35.7 kB
06 AI In Business (Finance) & AutoML/055 Task #3 - Visualize and Explore Dataset.en.srt
35.0 kB
03 Emotion AI/012 Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.en.srt
34.7 kB
07 Creative AI/070 Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.en.srt
34.1 kB
05 AI in Business (Marketing)/044 Task #4 - Perform Exploratory Data Analysis (Part #2).en.srt
33.7 kB
05 AI in Business (Marketing)/045 Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.en.srt
30.6 kB
03 Emotion AI/010 Task #4 - Perform Images Augmentation.en.srt
30.3 kB
03 Emotion AI/013 Task #7 - Understand ANNs Training & Gradient Descent Algorithm.en.srt
30.1 kB
05 AI in Business (Marketing)/043 Task #3 - Perform Exploratory Data Analysis (Part #1).en.srt
28.6 kB
05 AI in Business (Marketing)/047 Task #7 - Apply K-Means Clustering Algorithm.en.srt
27.2 kB
01 Introduction/003 Course Outline and Key Learning Outcomes.en.srt
26.9 kB
04 AI in Healthcare/029 Task #1 - Understand the Problem Statement and Business Case.en.srt
26.8 kB
06 AI In Business (Finance) & AutoML/062 Task #10 - Train XG-Boost in AWS SageMaker.en.srt
25.8 kB
03 Emotion AI/021 Task #15 - Build & Train a Facial Expression Classifier Model.en.srt
25.4 kB
06 AI In Business (Finance) & AutoML/064 Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).en.srt
24.8 kB
04 AI in Healthcare/037 Task #9 - Build a Segmentation Model to Localize Brain Tumors.en.srt
24.2 kB
03 Emotion AI/022 Task #16 - Understand Classifiers Key Performance Indicators (KPIs).en.srt
24.0 kB
05 AI in Business (Marketing)/042 Task #2 - Import Libraries and Datasets.en.srt
23.9 kB
03 Emotion AI/023 Task #17 - Assess Facial Expression Classifier Model.en.srt
23.6 kB
09 Crash Course on AWS, S3, and SageMaker/081 Amazon S3.en.srt
23.4 kB
04 AI in Healthcare/036 Task #8 - Understand ResUnet Segmentation Models Intuition.en.srt
23.3 kB
03 Emotion AI/020 Task #14 - Perform Image Augmentation.en.srt
22.3 kB
03 Emotion AI/015 Task #9 - Build ResNet to Detect Key Facial Points.en.srt
22.0 kB
05 AI in Business (Marketing)/050 Task #10 - Apply Auto-encoders and Perform Clustering.en.srt
21.5 kB
03 Emotion AI/014 Task #8 - Understand Convolutional Neural Networks and ResNets.en.srt
21.3 kB
03 Emotion AI/008 Task #2 - Import Libraries and Datasets.en.srt
21.1 kB
04 AI in Healthcare/039 Task #11 - Assess Trained ResUNet Segmentation Model Performance.en.srt
21.0 kB
09 Crash Course on AWS, S3, and SageMaker/082 EC2 and Identity and Access Management (IAM).en.srt
20.8 kB
04 AI in Healthcare/033 Task #5 - Understand Theory and Intuition Behind Transfer Learning.en.srt
20.0 kB
07 Creative AI/073 Task #8 - Implement Deep Dream Algorithm Part #2.en.srt
19.8 kB
03 Emotion AI/018 Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.en.srt
19.7 kB
04 AI in Healthcare/030 Task #2 - Import Libraries and Datasets.en.srt
19.1 kB
06 AI In Business (Finance) & AutoML/053 Task #1 - Understand the Problem Statement & Business Case.en.srt
18.7 kB
04 AI in Healthcare/032 Task #4 - Understand the Intuition behind ResNet and CNNs.en.srt
18.5 kB
09 Crash Course on AWS, S3, and SageMaker/085 AWS SageMaker Walk-through.en.srt
18.1 kB
03 Emotion AI/007 Task #1 - Understand the Problem Statement & Business Case.en.srt
17.7 kB
05 AI in Business (Marketing)/048 Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).en.srt
17.5 kB
07 Creative AI/069 Task #4 - Run the Pre-trained Model and Explore Activations.en.srt
17.2 kB
06 AI In Business (Finance) & AutoML/063 Task #11 - Deploy Model and Make Inference.en.srt
17.0 kB
07 Creative AI/072 Task #7 - Implement Deep Dream Algorithm Part #1.en.srt
16.8 kB
09 Crash Course on AWS, S3, and SageMaker/088 AWS SageMaker Model Deployment.en.srt
16.8 kB
01 Introduction/002 Introduction, Key Tips and Best Practices.en.srt
16.7 kB
03 Emotion AI/009 Task #3 - Perform Image Visualizations.en.srt
16.6 kB
03 Emotion AI/025 Task #19 - Save Trained Model for Deployment.en.srt
16.2 kB
07 Creative AI/068 Task #3 - Import and Merge Images.en.srt
16.0 kB
04 AI in Healthcare/035 Task #7 - Assess Trained Classifier Model Performance.en.srt
15.3 kB
09 Crash Course on AWS, S3, and SageMaker/079 Key Machine Learning Components and AWS Tour.en.srt
15.2 kB
07 Creative AI/066 Task #1 - Understand the Problem Statement & Business Case.en.srt
15.1 kB
09 Crash Course on AWS, S3, and SageMaker/084 AWS SageMaker Overview.en.srt
14.8 kB
05 AI in Business (Marketing)/046 Apply Elbow Method to Find the Optimal Number of Clusters.en.srt
14.3 kB
05 AI in Business (Marketing)/049 Task #9 - Understand the Theory and Intuition Behind Auto-encoders.en.srt
14.0 kB
09 Crash Course on AWS, S3, and SageMaker/086 AWS SageMaker Studio Overview.en.srt
13.9 kB
06 AI In Business (Finance) & AutoML/059 Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.en.srt
13.5 kB
03 Emotion AI/027 Task #21 - Deploy Both Models and Make Inference.en.srt
13.4 kB
03 Emotion AI/011 Task #5 - Perform Data Normalization and Scaling.en.srt
13.1 kB
09 Crash Course on AWS, S3, and SageMaker/078 What is AWS and Cloud Computing_.en.srt
13.1 kB
03 Emotion AI/016 Task #10 - Compile and Train Facial Key Points Detector Model.en.srt
12.8 kB
07 Creative AI/067 Task #2 - Import Model with Pre-trained Weights.en.srt
12.8 kB
03 Emotion AI/024 Task #18 - Make Predictions from Both Models_ 1. Key Facial Points & 2. Emotion.en.srt
12.7 kB
03 Emotion AI/019 Task #13 - Visualize Images for Facial Expression Detection.en.srt
12.6 kB
07 Creative AI/074 Task #9 - Apply DeepDream Algorithm to Generate Images.en.srt
12.4 kB
06 AI In Business (Finance) & AutoML/061 Task #9 - Understand XG-Boost in AWS SageMaker.en.srt
12.3 kB
07 Creative AI/075 Task #10 - Generate DeepDream Video.en.srt
12.1 kB
09 Crash Course on AWS, S3, and SageMaker/087 AWS SageMaker Studio Walk-through.en.srt
12.0 kB
06 AI In Business (Finance) & AutoML/060 Task #8 - Perform Grid Search and Hyper-parameters Optimization.en.srt
11.8 kB
05 AI in Business (Marketing)/041 Task #1 - Understand AI Applications in Marketing.en.srt
11.2 kB
06 AI In Business (Finance) & AutoML/056 Task #4 - Clean Up the Data.en.srt
10.1 kB
09 Crash Course on AWS, S3, and SageMaker/080 Regions and Availability Zones.en.srt
9.9 kB
07 Creative AI/071 Task #6 - Understand The Gradient Operations in TF 2.0.en.srt
9.8 kB
09 Crash Course on AWS, S3, and SageMaker/083 AWS Free Tier Account Setup and Overview.en.srt
9.6 kB
06 AI In Business (Finance) & AutoML/054 Task #2 - Import Libraries and Datasets.en.srt
8.4 kB
03 Emotion AI/017 Task #11 - Assess Trained ResNet Model Performance.en.srt
8.2 kB
03 Emotion AI/026 Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.en.srt
7.9 kB
04 AI in Healthcare/038 Task #10 - Train ResUnet Segmentation Model.en.srt
6.6 kB
01 Introduction/001 Introduction and Welcome Message.en.srt
5.2 kB
03 Emotion AI/006 Project Introduction and Welcome Message.en.srt
3.9 kB
04 AI in Healthcare/028 Project Introduction and Welcome Message.en.srt
3.6 kB
06 AI In Business (Finance) & AutoML/051 Project Introduction and Welcome Message.en.srt
3.3 kB
05 AI in Business (Marketing)/040 Project Introduction and Welcome Message.en.srt
2.9 kB
08 Explainable AI/076 Project Introduction and Welcome Message.en.srt
2.6 kB
02 Bonus Materials (Download now!)/005 Link to Bonus Materials.html
2.6 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
1.3 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
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