0. Websites you may like/[CourseClub.ME].url
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127B
1. Getting Started/1. Introduction.mp4
59.6MB
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1. Getting Started/1. Introduction.srt
4.75KB
1. Getting Started/10. [Activity] Python Basics, Part 4 [Optional].mp4
21.12MB
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6KB
1. Getting Started/11. Introducing the Pandas Library [Optional].mp4
123.1MB
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1. Getting Started/11. Introducing the Pandas Library [Optional].srt
18.05KB
1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4
19.77MB
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1. Getting Started/2. Udemy 101 Getting the Most From This Course.srt
4.04KB
1. Getting Started/3. Installation Getting Started.html
1.21KB
1. Getting Started/4. [Activity] WINDOWS Installing and Using Anaconda & Course Materials.mp4
101.15MB
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17.03KB
1. Getting Started/5. [Activity] MAC Installing and Using Anaconda & Course Materials.mp4
93.97MB
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14.17KB
1. Getting Started/6. [Activity] LINUX Installing and Using Anaconda & Course Materials.mp4
82.69MB
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15.01KB
1. Getting Started/7. Python Basics, Part 1 [Optional].mp4
32.97MB
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7.76KB
1. Getting Started/8. [Activity] Python Basics, Part 2 [Optional].mp4
20.64MB
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1. Getting Started/8. [Activity] Python Basics, Part 2 [Optional].srt
7.63KB
1. Getting Started/9. [Activity] Python Basics, Part 3 [Optional].mp4
10.09MB
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1. Getting Started/9. [Activity] Python Basics, Part 3 [Optional].srt
4.24KB
10. Deep Learning and Neural Networks/1. Deep Learning Pre-Requisites.mp4
74.18MB
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10. Deep Learning and Neural Networks/1. Deep Learning Pre-Requisites.srt
21.52KB
10. Deep Learning and Neural Networks/10. [Activity] Using Keras to Predict Political Affiliations.mp4
88.19MB
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10. Deep Learning and Neural Networks/10. [Activity] Using Keras to Predict Political Affiliations.srt
21.14KB
10. Deep Learning and Neural Networks/11. Convolutional Neural Networks (CNN's).mp4
93.09MB
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19.86KB
10. Deep Learning and Neural Networks/12. [Activity] Using CNN's for handwriting recognition.mp4
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10. Deep Learning and Neural Networks/13. Recurrent Neural Networks (RNN's).mp4
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10. Deep Learning and Neural Networks/14. [Activity] Using a RNN for sentiment analysis.mp4
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10. Deep Learning and Neural Networks/15. [Activity] Transfer Learning.mp4
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12. You made it!/1. More to Explore.mp4
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22MB
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95.95MB
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22.45KB
4. Machine Learning with Python/13. Ensemble Learning.mp4
65.21MB
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14.55KB
4. Machine Learning with Python/14. [Activity] XGBoost.mp4
102.08MB
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27.05KB
4. Machine Learning with Python/15. Support Vector Machines (SVM) Overview.mp4
44.75MB
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4. Machine Learning with Python/16. [Activity] Using SVM to cluster people using scikit-learn.mp4
46.7MB
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16.61KB
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
40.72MB
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8.83KB
4. Machine Learning with Python/4. [Activity] Implementing a Spam Classifier with Naive Bayes.mp4
89.08MB
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17.42KB
4. Machine Learning with Python/5. K-Means Clustering.mp4
71.95MB
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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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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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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 using Cosine Similarity.mp4
107.83MB
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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 with Item-Based Collaborative Filtering.mp4
132.55MB
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5. Recommender Systems/5. [Activity] Making Movie Recommendations with Item-Based Collaborative Filtering.srt
22.61KB
5. Recommender Systems/6. [Exercise] Improve the recommender's results.mp4
84.24MB
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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
142.06MB
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6. More Data Mining and Machine Learning Techniques/3. Dimensionality Reduction; Principal Component Analysis (PCA).mp4
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6. More Data Mining and Machine Learning Techniques/4. [Activity] PCA Example with the Iris data set.mp4
109.74MB
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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 Pac-Man Example.html
145B
6. More Data Mining and Machine Learning Techniques/6.2 Python Markov Decision Process Toolbox.html
119B
6. More Data Mining and Machine Learning Techniques/6.3 Cat and Mouse Example.html
140B
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
14.83MB
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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
25.11MB
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6. More Data Mining and Machine Learning Techniques/9. Measuring Classifiers (Precision, Recall, F1, ROC, AUC).srt
10.39KB
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
47.92MB
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7. Dealing with Real-World Data/2. [Activity] K-Fold Cross-Validation to avoid overfitting.mp4
76.1MB
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16.41KB
7. Dealing with Real-World Data/3. Data Cleaning and Normalization.mp4
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7. Dealing with Real-World Data/4. [Activity] Cleaning web log data.mp4
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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
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9. Experimental Design ML in the Real World/4. [Activity] Hands-on With T-Tests.mp4
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9. Experimental Design ML in the Real World/4. [Activity] Hands-on With T-Tests.srt
13.68KB
9. Experimental Design ML in the Real World/5. Determining How Long to Run an Experiment.mp4
34.84MB
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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