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[FreeTutorials.Us] Udemy - Projects in Machine Learning Beginner To Professional
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2019-4-23 23:31
2024-11-16 23:59
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4.23 GB
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磁力链接
magnet:?xt=urn:btih:e0a4b5bb7cf93c587232ecbec3c28d795973a69f
迅雷链接
thunder://QUFtYWduZXQ6P3h0PXVybjpidGloOmUwYTRiNWJiN2NmOTNjNTg3MjMyZWNiZWMzYzI4ZDc5NTk3M2E2OWZaWg==
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文件列表
10. Project 5 Object Recognition/1. Intro.mp4
7.21MB
10. Project 5 Object Recognition/2. Loading and Preprocessing the CIFAR10 Dataset.mp4
180.54MB
10. Project 5 Object Recognition/3. Building and Deploying the All-CNN Network Part 1.mp4
205.6MB
10. Project 5 Object Recognition/4. Building and Deploying the All-CNN Network Part 2.mp4
170.79MB
11. Project 6 Image Super Resolution/1. Intro.mp4
9.56MB
11. Project 6 Image Super Resolution/2. Quality Metrics and Preprocessing Images.mp4
258.79MB
11. Project 6 Image Super Resolution/3. Image Super Resolution using Deep Learning.mp4
357.57MB
12. Project 7 Text Classification/1. Intro.mp4
5MB
12. Project 7 Text Classification/2. Feature Engineering.mp4
375.39MB
12. Project 7 Text Classification/3. Deploying Sklearn Classifiers.mp4
204.23MB
13. Project 8 - KMeans/1. Intro.mp4
11.21MB
13. Project 8 - KMeans/2. Preprocessing Images for Clustering.mp4
230.86MB
13. Project 8 - KMeans/3. Evaluation and Visualization.mp4
209.48MB
14. Project 9 PCA/1. Intro.mp4
3.69MB
14. Project 9 PCA/2. The Elbow Method.mp4
114.2MB
14. Project 9 PCA/3. PCA Compression and Visualization.mp4
185MB
1. An Introduction to Machine Learning/1. Introduction.mp4
1.71MB
1. An Introduction to Machine Learning/2. What is Machine Learning.mp4
29.19MB
1. An Introduction to Machine Learning/3. Types and Applications of ML.mp4
53.05MB
1. An Introduction to Machine Learning/4. AI vs ML.mp4
22.88MB
1. An Introduction to Machine Learning/5. Essential Math for ML and AI.mp4
35.79MB
2. Supervised Learning - part 1/1. Introduction to Supervised Learning.mp4
25.47MB
2. Supervised Learning - part 1/2. Linear Methods for Classification.mp4
34.14MB
2. Supervised Learning - part 1/3. Linear Methods for Regression.mp4
27.01MB
2. Supervised Learning - part 1/4. Support Vector Machines.mp4
35.79MB
2. Supervised Learning - part 1/5. Basis Expansions.mp4
21.32MB
2. Supervised Learning - part 1/6. Model Selection Procedures.mp4
26.93MB
2. Supervised Learning - part 1/7. Bonus! Supervised Learning Project in Python Part 1.mp4
31.01MB
2. Supervised Learning - part 1/8. Bonus! Supervised Learning Project in Python Part 2.mp4
36.22MB
3. Unsupervised Learning/1. Introduction to Unsupervised Learning.mp4
31.78MB
3. Unsupervised Learning/2. Association Rules.mp4
28.5MB
3. Unsupervised Learning/3. Cluster Analysis.mp4
27.95MB
3. Unsupervised Learning/4. Reinforcement Learning.mp4
20.96MB
3. Unsupervised Learning/5. Bonus! KMeans Clustering Project.mp4
21.95MB
4. Neural Networks/1. Introduction to Neural Networks.mp4
22.71MB
4. Neural Networks/2. The Perceptron.mp4
17.12MB
4. Neural Networks/3. The Backpropagation Algorithm.mp4
22.64MB
4. Neural Networks/4. Training Procedures.mp4
24.04MB
4. Neural Networks/5. Convolutional Neural Networks.mp4
32.04MB
5. Real World Machine Learning/1. Introduction to Real World ML.mp4
25.58MB
5. Real World Machine Learning/2. Choosing an Algorithm.mp4
19.14MB
5. Real World Machine Learning/3. Design and Analysis of ML Experiments.mp4
19.79MB
5. Real World Machine Learning/4. Common Software for ML.mp4
31.33MB
6. Warmup Project/1. Setting up OpenAI Gym.mp4
30.12MB
6. Warmup Project/2. Building and Training the Network Part 1.mp4
36.02MB
6. Warmup Project/3. Building and Training the Network Part 2.mp4
63.34MB
7. Project 1Board Game Review Prediction/1. Intro.mp4
7.55MB
7. Project 1Board Game Review Prediction/2. Board Game Review Prediction - Building the Dataset Part 1.mp4
17.73MB
7. Project 1Board Game Review Prediction/3. Board Game Review Prediction - Building the Dataset Part 2.mp4
35.5MB
7. Project 1Board Game Review Prediction/4. Board Game Review Prediction - Training the Models.mp4
35.82MB
8. Project 2 Credit Card Fraud Detection/1. Intro.mp4
7.57MB
8. Project 2 Credit Card Fraud Detection/2. Credit Card Fraud Detection - The Dataset.mp4
37.57MB
8. Project 2 Credit Card Fraud Detection/3. Credit Card Fraud Detection - The Algorithms.mp4
48.91MB
9. Project 4 Intro to Natural Language Processing/1. Intro.mp4
16.95MB
9. Project 4 Intro to Natural Language Processing/2. Tokenizing, Stop Words, and Stemming.mp4
198.34MB
9. Project 4 Intro to Natural Language Processing/3. Tagging, Chunking, and Named Entity Recognition.mp4
323.06MB
9. Project 4 Intro to Natural Language Processing/4. Text Classification.mp4
216.93MB
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