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1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4
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22MB
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3.99KB
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95.95MB
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4. Machine Learning with Python/12. [Activity] Decision Trees Predicting Hiring Decisions.srt
22.45KB
4. Machine Learning with Python/13. Ensemble Learning.mp4
65.21MB
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4. Machine Learning with Python/13. Ensemble Learning.srt
14.55KB
4. Machine Learning with Python/14. Support Vector Machines (SVM) Overview.mp4
44.74MB
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9.88KB
4. Machine Learning with Python/15. [Activity] Using SVM to cluster people using scikit-learn.mp4
43.94MB
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4. Machine Learning with Python/15. [Activity] Using SVM to cluster people using scikit-learn.srt
14.85KB
4. Machine Learning with Python/2. [Activity] Using TrainTest to Prevent Overfitting a Polynomial Regression.mp4
58.14MB
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13.11KB
4. Machine Learning with Python/3. Bayesian Methods Concepts.mp4
40.73MB
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8.83KB
4. Machine Learning with Python/4. [Activity] Implementing a Spam Classifier with Naive Bayes.mp4
89.09MB
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17.42KB
4. Machine Learning with Python/5. K-Means Clustering.mp4
71.94MB
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17.2KB
4. Machine Learning with Python/6. [Activity] Clustering people based on income and age.mp4
57.29MB
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11.55KB
4. Machine Learning with Python/7. Measuring Entropy.mp4
34.97MB
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6.9KB
4. Machine Learning with Python/8. [Activity] WINDOWS Installing Graphviz.mp4
2.06MB
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689B
4. Machine Learning with Python/9. [Activity] MAC Installing Graphviz.mp4
14.83MB
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1.26KB
5. Recommender Systems/1. User-Based Collaborative Filtering.mp4
86.37MB
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5. Recommender Systems/1. User-Based Collaborative Filtering.srt
19.38KB
5. Recommender Systems/2. Item-Based Collaborative Filtering.mp4
75MB
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19.99KB
5. Recommender Systems/3. [Activity] Finding Movie Similarities.mp4
107.83MB
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5. Recommender Systems/3. [Activity] Finding Movie Similarities.srt
20.08KB
5. Recommender Systems/4. [Activity] Improving the Results of Movie Similarities.mp4
94.86MB
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5. Recommender Systems/4. [Activity] Improving the Results of Movie Similarities.srt
16.78KB
5. Recommender Systems/5. [Activity] Making Movie Recommendations to People.mp4
132.55MB
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5. Recommender Systems/5. [Activity] Making Movie Recommendations to People.srt
22.61KB
5. Recommender Systems/6. [Exercise] Improve the recommender's results.mp4
84.23MB
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5. Recommender Systems/6. [Exercise] Improve the recommender's results.srt
13.2KB
6. More Data Mining and Machine Learning Techniques/1. K-Nearest-Neighbors Concepts.mp4
40.28MB
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6. More Data Mining and Machine Learning Techniques/2. [Activity] Using KNN to predict a rating for a movie.mp4
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6. More Data Mining and Machine Learning Techniques/3. Dimensionality Reduction; Principal Component Analysis.mp4
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6. More Data Mining and Machine Learning Techniques/4. [Activity] PCA Example with the Iris data set.mp4
109.73MB
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21.2KB
6. More Data Mining and Machine Learning Techniques/5. Data Warehousing Overview ETL and ELT.mp4
103.33MB
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19.74KB
6. More Data Mining and Machine Learning Techniques/6. Reinforcement Learning.mp4
132.26MB
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28.5KB
6. More Data Mining and Machine Learning Techniques/6.1 Cat and Mouse Example.html
140B
6. More Data Mining and Machine Learning Techniques/6.2 Pac-Man Example.html
145B
6. More Data Mining and Machine Learning Techniques/6.3 Python Markov Decision Process Toolbox.html
119B
6. More Data Mining and Machine Learning Techniques/7. [Activity] Reinforcement Learning & Q-Learning with Gym.mp4
77.96MB
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22.49KB
6. More Data Mining and Machine Learning Techniques/8. Understanding a Confusion Matrix.mp4
14.84MB
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6. More Data Mining and Machine Learning Techniques/8. Understanding a Confusion Matrix.srt
9.71KB
6. More Data Mining and Machine Learning Techniques/9. Measuring Classifiers (Precision, Recall, F1, ROC, AUC).mp4
25.79MB
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6. More Data Mining and Machine Learning Techniques/9. Measuring Classifiers (Precision, Recall, F1, ROC, AUC).srt
10.82KB
7. Dealing with Real-World Data/1. BiasVariance Tradeoff.mp4
66.31MB
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7. Dealing with Real-World Data/1. BiasVariance Tradeoff.srt
14.4KB
7. Dealing with Real-World Data/10. Binning, Transforming, Encoding, Scaling, and Shuffling.mp4
47.91MB
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7. Dealing with Real-World Data/10. Binning, Transforming, Encoding, Scaling, and Shuffling.srt
14.21KB
7. Dealing with Real-World Data/2. [Activity] K-Fold Cross-Validation to avoid overfitting.mp4
102.34MB
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24.54KB
7. Dealing with Real-World Data/3. Data Cleaning and Normalization.mp4
78.75MB
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17.08KB
7. Dealing with Real-World Data/4. [Activity] Cleaning web log data.mp4
129.38MB
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23.78KB
7. Dealing with Real-World Data/5. Normalizing numerical data.mp4
38.2MB
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7. Dealing with Real-World Data/5. Normalizing numerical data.srt
7.65KB
7. Dealing with Real-World Data/6. [Activity] Detecting outliers.mp4
36.32MB
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7. Dealing with Real-World Data/6. [Activity] Detecting outliers.srt
11.44KB
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9. Experimental Design ML in the Real World/5. Determining How Long to Run an Experiment.mp4
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9. Experimental Design ML in the Real World/5. Determining How Long to Run an Experiment.srt
8.34KB
9. Experimental Design ML in the Real World/6. AB Test Gotchas.mp4
96.1MB
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9. Experimental Design ML in the Real World/6. AB Test Gotchas.srt
21.88KB
GetFreeCourses.Co.url
116B
How you can help GetFreeCourses.Co.txt
182B