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Udemy - Complete Machine Learning & Data Science with Python A-Z (4.2025)

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
ACD6CAF9078F4B48687F11CEC66B5C2D8A17F048
Source
Unverified
Total Size
1.53 GB
Total Files
100
Seeders
1
Leechers
0
Health
1.00
Score
2
Type
Bookware

File List

FileSize
01. First Contact with Machine Learning/1. What is Machine Learning.mp46.08 MB
01. First Contact with Machine Learning/1. What is Machine Learning.vtt4.42 KB
01. First Contact with Machine Learning/2. Machine Learning Terminology.mp43.53 MB
01. First Contact with Machine Learning/2. Machine Learning Terminology.vtt2.88 KB
01. First Contact with Machine Learning/3. Machine Learning Project Files.html293 B
01. First Contact with Machine Learning/4. FAQ regarding Python.html6.26 KB
01. First Contact with Machine Learning/5. FAQ regarding Machine Learning.html6.63 KB
01. First Contact with Machine Learning/6.1 Machine Learning Python Quiz.html16.07 KB
01. First Contact with Machine Learning/7.2 Python Machine Learning Quiz.html17.43 KB
02. Installations for Python/1. Installing Anaconda Distribution for Windows.mp4122.68 MB
02. Installations for Python/1. Installing Anaconda Distribution for Windows.vtt10.69 KB
02. Installations for Python/2. Installing Anaconda Distribution for MacOs.mp445.77 MB
02. Installations for Python/2. Installing Anaconda Distribution for MacOs.vtt16.98 KB
02. Installations for Python/3. Installing Anaconda Distribution for Linux.mp485.67 MB
02. Installations for Python/3. Installing Anaconda Distribution for Linux.vtt14.56 KB
02. Installations for Python/4. Overview of Jupyter Notebook and Google Colab.mp417.98 MB
02. Installations for Python/4. Overview of Jupyter Notebook and Google Colab.vtt5 KB
03. Evaluation Metrics in Machine Learning/1. Classification vs Regression in Machine Learning.mp47.65 MB
03. Evaluation Metrics in Machine Learning/1. Classification vs Regression in Machine Learning.vtt3.78 KB
03. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp445.04 MB
03. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.vtt21.05 KB
03. Evaluation Metrics in Machine Learning/3. Evaluating Performance Regression Error Metrics in Python.mp418.66 MB
03. Evaluation Metrics in Machine Learning/3. Evaluating Performance Regression Error Metrics in Python.vtt11.53 KB
03. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.mp489.52 MB
03. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.vtt21.31 KB
03. Evaluation Metrics in Machine Learning/5.3 Machine Learning A-Z Quiz.html21.82 KB
04. Supervised Learning with Machine Learning/1. What is Supervised Learning in Machine Learning.mp417.81 MB
04. Supervised Learning with Machine Learning/1. What is Supervised Learning in Machine Learning.vtt5.9 KB
05. Linear Regression Algorithm in Machine Learning A-Z/1. Linear Regression Algorithm Theory in Machine Learning A-Z.mp414.66 MB
05. Linear Regression Algorithm in Machine Learning A-Z/1. Linear Regression Algorithm Theory in Machine Learning A-Z.vtt8.98 KB
05. Linear Regression Algorithm in Machine Learning A-Z/2. Linear Regression Algorithm With Python Part 1.mp445.88 MB
05. Linear Regression Algorithm in Machine Learning A-Z/2. Linear Regression Algorithm With Python Part 1.vtt16.33 KB
05. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.mp457.54 MB
05. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.vtt26.04 KB
05. Linear Regression Algorithm in Machine Learning A-Z/4. Linear Regression Algorithm with Python Part 3.mp439.81 MB
05. Linear Regression Algorithm in Machine Learning A-Z/4. Linear Regression Algorithm with Python Part 3.vtt17.45 KB
05. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm with Python Part 4.mp449.78 MB
05. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm with Python Part 4.vtt21.81 KB
05. Linear Regression Algorithm in Machine Learning A-Z/6.4 Quiz.html16.61 KB
05. Linear Regression Algorithm in Machine Learning A-Z/7.5 Quiz.html17.56 KB
06. Bias Variance Trade-Off in Machine Learning/1. What is Bias Variance Trade-Off.mp455.03 MB
06. Bias Variance Trade-Off in Machine Learning/1. What is Bias Variance Trade-Off.vtt12.09 KB
06. Bias Variance Trade-Off in Machine Learning/2.6 Quiz.html16.26 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/1. What is Logistic Regression Algorithm in Machine Learning.mp410.88 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/1. What is Logistic Regression Algorithm in Machine Learning.vtt5.33 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/2. Logistic Regression Algorithm with Python Part 1.mp463.66 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/2. Logistic Regression Algorithm with Python Part 1.vtt15.91 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/3. Logistic Regression Algorithm with Python Part 2.mp444.7 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/3. Logistic Regression Algorithm with Python Part 2.vtt20.93 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/4. Logistic Regression Algorithm with Python Part 3.mp418.86 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/4. Logistic Regression Algorithm with Python Part 3.vtt9 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/5. Logistic Regression Algorithm with Python Part 4.mp424.62 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/5. Logistic Regression Algorithm with Python Part 4.vtt10.48 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/6. Logistic Regression Algorithm with Python Part 5.mp439.35 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/6. Logistic Regression Algorithm with Python Part 5.vtt8.95 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/7.7 Quiz.html16.4 KB
08. K-fold Cross-Validation in Machine Learning A-Z/1. K-Fold Cross-Validation Theory.mp47.87 MB
08. K-fold Cross-Validation in Machine Learning A-Z/1. K-Fold Cross-Validation Theory.vtt4.96 KB
08. K-fold Cross-Validation in Machine Learning A-Z/2. K-Fold Cross-Validation with Python.mp426.88 MB
08. K-fold Cross-Validation in Machine Learning A-Z/2. K-Fold Cross-Validation with Python.vtt7.82 KB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/1. K Nearest Neighbors Algorithm Theory.mp412.92 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/1. K Nearest Neighbors Algorithm Theory.vtt7.88 KB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/2. K Nearest Neighbors Algorithm with Python Part 1.mp413.82 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/2. K Nearest Neighbors Algorithm with Python Part 1.vtt9.25 KB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/3. K Nearest Neighbors Algorithm with Python Part 2.mp430.17 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/3. K Nearest Neighbors Algorithm with Python Part 2.vtt14.26 KB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/4. K Nearest Neighbors Algorithm with Python Part 3.mp413.98 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/4. K Nearest Neighbors Algorithm with Python Part 3.vtt9.07 KB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/5.8 Quiz.html17.31 KB
10. Hyperparameter Optimization/1. Hyperparameter Optimization Theory.mp427.05 MB
10. Hyperparameter Optimization/1. Hyperparameter Optimization Theory.vtt7.34 KB
10. Hyperparameter Optimization/2. Hyperparameter Optimization with Python.mp423.87 MB
10. Hyperparameter Optimization/2. Hyperparameter Optimization with Python.vtt11.92 KB
11. Decision Tree Algorithm in Machine Learning A-Z/1. Decision Tree Algorithm Theory.mp417.49 MB
11. Decision Tree Algorithm in Machine Learning A-Z/1. Decision Tree Algorithm Theory.vtt10.88 KB
11. Decision Tree Algorithm in Machine Learning A-Z/2. Decision Tree Algorithm with Python Part 1.mp416.75 MB
11. Decision Tree Algorithm in Machine Learning A-Z/2. Decision Tree Algorithm with Python Part 1.vtt8.67 KB
11. Decision Tree Algorithm in Machine Learning A-Z/3. Decision Tree Algorithm with Python Part 2.mp417.94 MB
11. Decision Tree Algorithm in Machine Learning A-Z/3. Decision Tree Algorithm with Python Part 2.vtt10.43 KB
11. Decision Tree Algorithm in Machine Learning A-Z/4. Decision Tree Algorithm with Python Part 3.mp46.36 MB
11. Decision Tree Algorithm in Machine Learning A-Z/4. Decision Tree Algorithm with Python Part 3.vtt4.21 KB
11. Decision Tree Algorithm in Machine Learning A-Z/5. Decision Tree Algorithm with Python Part 4.mp425.1 MB
11. Decision Tree Algorithm in Machine Learning A-Z/5. Decision Tree Algorithm with Python Part 4.vtt10.44 KB
11. Decision Tree Algorithm in Machine Learning A-Z/6. Decision Tree Algorithm with Python Part 5.mp417.71 MB
11. Decision Tree Algorithm in Machine Learning A-Z/6. Decision Tree Algorithm with Python Part 5.vtt6.95 KB
11. Decision Tree Algorithm in Machine Learning A-Z/7.9 Quiz.html16.29 KB
12. Random Forest Algorithm in Machine Learning A-Z/1. Random Forest Algorithm Theory.mp412.93 MB
12. Random Forest Algorithm in Machine Learning A-Z/1. Random Forest Algorithm Theory.vtt7.19 KB
12. Random Forest Algorithm in Machine Learning A-Z/2. Random Forest Algorithm with Pyhon Part 1.mp419.06 MB
12. Random Forest Algorithm in Machine Learning A-Z/2. Random Forest Algorithm with Pyhon Part 1.vtt7.04 KB
12. Random Forest Algorithm in Machine Learning A-Z/3. Random Forest Algorithm with Pyhon Part 2.mp419.62 MB
12. Random Forest Algorithm in Machine Learning A-Z/3. Random Forest Algorithm with Pyhon Part 2.vtt9.21 KB
13. Support Vector Machine Algorithm in Machine Learning A-Z/1. Support Vector Machine Algorithm Theory.mp421.84 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/1. Support Vector Machine Algorithm Theory.vtt6.41 KB
13. Support Vector Machine Algorithm in Machine Learning A-Z/2. Support Vector Machine Algorithm with Python Part 1.mp433.3 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/2. Support Vector Machine Algorithm with Python Part 1.vtt6.68 KB
13. Support Vector Machine Algorithm in Machine Learning A-Z/3. Support Vector Machine Algorithm with Python Part 2.mp423.8 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/3. Support Vector Machine Algorithm with Python Part 2.vtt9.53 KB
13. Support Vector Machine Algorithm in Machine Learning A-Z/4. Support Vector Machine Algorithm with Python Part 3.mp420.13 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/4. Support Vector Machine Algorithm with Python Part 3.vtt12.49 KB

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