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[FreeCourseLab.com] Udemy - Projects in Machine Learning Beginner To Professional
magnet:?xt=urn:btih:bc126d4da14afad1384b47bc4f0f34868930d5d3&dn=[FreeCourseLab.com] Udemy - Projects in Machine Learning Beginner To Professional
磁力链接详情
Hash值:
bc126d4da14afad1384b47bc4f0f34868930d5d3
点击数:
122
文件大小:
4.23 GB
文件数量:
57
创建日期:
2020-6-5 14:30
最后访问:
2024-7-12 16:19
访问标签:
FreeCourseLab
com
Udemy
-
Projects
in
Machine
Learning
Beginner
To
Professional
文件列表详情
1. An Introduction to Machine Learning/1. Introduction.mp4 1.71 MB
1. An Introduction to Machine Learning/2. What is Machine Learning.mp4 29.19 MB
1. An Introduction to Machine Learning/3. Types and Applications of ML.mp4 53.05 MB
1. An Introduction to Machine Learning/4. AI vs ML.mp4 22.88 MB
1. An Introduction to Machine Learning/5. Essential Math for ML and AI.mp4 35.79 MB
10. Project 5 Object Recognition/1. Intro.mp4 7.21 MB
10. Project 5 Object Recognition/2. Loading and Preprocessing the CIFAR10 Dataset.mp4 180.54 MB
10. Project 5 Object Recognition/3. Building and Deploying the All-CNN Network Part 1.mp4 205.6 MB
10. Project 5 Object Recognition/4. Building and Deploying the All-CNN Network Part 2.mp4 170.79 MB
11. Project 6 Image Super Resolution/1. Intro.mp4 9.56 MB
11. Project 6 Image Super Resolution/2. Quality Metrics and Preprocessing Images.mp4 258.79 MB
11. Project 6 Image Super Resolution/3. Image Super Resolution using Deep Learning.mp4 357.57 MB
12. Project 7 Text Classification/1. Intro.mp4 5 MB
12. Project 7 Text Classification/2. Feature Engineering.mp4 375.39 MB
12. Project 7 Text Classification/3. Deploying Sklearn Classifiers.mp4 204.23 MB
13. Project 8 - KMeans/1. Intro.mp4 11.21 MB
13. Project 8 - KMeans/2. Preprocessing Images for Clustering.mp4 230.86 MB
13. Project 8 - KMeans/3. Evaluation and Visualization.mp4 209.48 MB
14. Project 9 PCA/1. Intro.mp4 3.69 MB
14. Project 9 PCA/2. The Elbow Method.mp4 114.2 MB
14. Project 9 PCA/3. PCA Compression and Visualization.mp4 185 MB
2. Supervised Learning - part 1/1. Introduction to Supervised Learning.mp4 25.47 MB
2. Supervised Learning - part 1/2. Linear Methods for Classification.mp4 34.14 MB
2. Supervised Learning - part 1/3. Linear Methods for Regression.mp4 27.01 MB
2. Supervised Learning - part 1/4. Support Vector Machines.mp4 35.79 MB
2. Supervised Learning - part 1/5. Basis Expansions.mp4 21.32 MB
2. Supervised Learning - part 1/6. Model Selection Procedures.mp4 26.93 MB
2. Supervised Learning - part 1/7. Bonus! Supervised Learning Project in Python Part 1.mp4 31.01 MB
2. Supervised Learning - part 1/8. Bonus! Supervised Learning Project in Python Part 2.mp4 36.22 MB
3. Unsupervised Learning/1. Introduction to Unsupervised Learning.mp4 31.78 MB
3. Unsupervised Learning/2. Association Rules.mp4 28.5 MB
3. Unsupervised Learning/3. Cluster Analysis.mp4 27.95 MB
3. Unsupervised Learning/4. Reinforcement Learning.mp4 20.96 MB
3. Unsupervised Learning/5. Bonus! KMeans Clustering Project.mp4 21.95 MB
4. Neural Networks/1. Introduction to Neural Networks.mp4 22.71 MB
4. Neural Networks/2. The Perceptron.mp4 17.12 MB
4. Neural Networks/3. The Backpropagation Algorithm.mp4 22.64 MB
4. Neural Networks/4. Training Procedures.mp4 24.04 MB
4. Neural Networks/5. Convolutional Neural Networks.mp4 32.04 MB
5. Real World Machine Learning/1. Introduction to Real World ML.mp4 25.58 MB
5. Real World Machine Learning/2. Choosing an Algorithm.mp4 19.14 MB
5. Real World Machine Learning/3. Design and Analysis of ML Experiments.mp4 19.79 MB
5. Real World Machine Learning/4. Common Software for ML.mp4 31.33 MB
6. Warmup Project/1. Setting up OpenAI Gym.mp4 30.12 MB
6. Warmup Project/2. Building and Training the Network Part 1.mp4 36.02 MB
6. Warmup Project/3. Building and Training the Network Part 2.mp4 63.34 MB
7. Project 1Board Game Review Prediction/1. Intro.mp4 7.55 MB
7. Project 1Board Game Review Prediction/2. Board Game Review Prediction - Building the Dataset Part 1.mp4 17.73 MB
7. Project 1Board Game Review Prediction/3. Board Game Review Prediction - Building the Dataset Part 2.mp4 35.5 MB
7. Project 1Board Game Review Prediction/4. Board Game Review Prediction - Training the Models.mp4 35.82 MB
8. Project 2 Credit Card Fraud Detection/1. Intro.mp4 7.57 MB
8. Project 2 Credit Card Fraud Detection/2. Credit Card Fraud Detection - The Dataset.mp4 37.57 MB
8. Project 2 Credit Card Fraud Detection/3. Credit Card Fraud Detection - The Algorithms.mp4 48.91 MB
9. Project 4 Intro to Natural Language Processing/1. Intro.mp4 16.95 MB
9. Project 4 Intro to Natural Language Processing/2. Tokenizing, Stop Words, and Stemming.mp4 198.34 MB
9. Project 4 Intro to Natural Language Processing/3. Tagging, Chunking, and Named Entity Recognition.mp4 323.06 MB
9. Project 4 Intro to Natural Language Processing/4. Text Classification.mp4 216.93 MB
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