Machine Learning Data Science and Deep Learning with Python

1. Machine Learning, Data Science and Deep Learning with Python/8. Apache Spark Machine Learning on Big Data/7. [Activity] Decision Trees in Spark.mp4 197.88 MB
2. Machine Learning, Data Science and Deep Learning with Python/8. Apache Spark Machine Learning on Big Data/3. [Activity] Installing Spark - Part 2.mp4 176.42 MB
3. Machine Learning, Data Science and Deep Learning with Python/6. More Data Mining and Machine Learning Techniques/2. [Activity] Using KNN to predict a rating for a movie.mp4 145.47 MB
4. Machine Learning, Data Science and Deep Learning with Python/10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.mp4 144.99 MB
5. Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/5. Python Basics, Part 1 [Optional].mp4 137.04 MB
6. Machine Learning, Data Science and Deep Learning with Python/8. Apache Spark Machine Learning on Big Data/8. [Activity] K-Means Clustering in Spark.mp4 137.04 MB
7. Machine Learning, Data Science and Deep Learning with Python/10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 2.mp4 136.83 MB
8. Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/5. [Activity] Making Movie Recommendations to People.mp4 135.73 MB
9. Machine Learning, Data Science and Deep Learning with Python/6. More Data Mining and Machine Learning Techniques/6. Reinforcement Learning.mp4 135.44 MB
10. Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/10. [Exercise] Conditional Probability.mp4 133.49 MB
11. Machine Learning, Data Science and Deep Learning with Python/7. Dealing with Real-World Data/4. [Activity] Cleaning web log data.mp4 132.49 MB
12. Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/8. [Activity] A Crash Course in matplotlib.mp4 132.45 MB
13. Machine Learning, Data Science and Deep Learning with Python/10. Deep Learning and Neural Networks/14. The Ethics of Deep Learning.mp4 131.32 MB
14. Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/8. Introducing the Pandas Library [Optional].mp4 130.95 MB
15. Machine Learning, Data Science and Deep Learning with Python/3. Predictive Models/3. [Activity] Multivariate Regression, and Predicting Car Prices.mp4 126.74 MB
16. Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/9. [Activity] Covariance and Correlation.mp4 119.55 MB
17. Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/7. [Activity] Percentiles and Moments.mp4 116.78 MB
18. Machine Learning, Data Science and Deep Learning with Python/8. Apache Spark Machine Learning on Big Data/11. [Activity] Using the Spark 2.0 DataFrame API for MLLib.mp4 116.55 MB
19. Machine Learning, Data Science and Deep Learning with Python/8. Apache Spark Machine Learning on Big Data/10. [Activity] Searching Wikipedia with Spark.mp4 114.18 MB
20. Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/4. [Activity] Variation and Standard Deviation.mp4 113.50 MB
21. Machine Learning, Data Science and Deep Learning with Python/6. More Data Mining and Machine Learning Techniques/4. [Activity] PCA Example with the Iris data set.mp4 112.36 MB
22. Machine Learning, Data Science and Deep Learning with Python/1. Getting Started/4. [Activity] Installing Enthought Canopy.mp4 111.63 MB
23. Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/3. [Activity] Finding Movie Similarities.mp4 110.42 MB
24. Machine Learning, Data Science and Deep Learning with Python/10. Deep Learning and Neural Networks/8. [Activity] Introducing Keras.mp4 110.03 MB
25. Machine Learning, Data Science and Deep Learning with Python/10. Deep Learning and Neural Networks/9. [Activity] Using Keras to Predict Political Affiliations.mp4 106.82 MB
26. Machine Learning, Data Science and Deep Learning with Python/6. More Data Mining and Machine Learning Techniques/5. Data Warehousing Overview ETL and ELT.mp4 105.81 MB
27. Machine Learning, Data Science and Deep Learning with Python/7. Dealing with Real-World Data/2. [Activity] K-Fold Cross-Validation to avoid overfitting.mp4 104.79 MB
28. Machine Learning, Data Science and Deep Learning with Python/10. Deep Learning and Neural Networks/6. [Activity] Using Tensorflow, Part 1.mp4 104.77 MB
29. Machine Learning, Data Science and Deep Learning with Python/3. Predictive Models/1. [Activity] Linear Regression.mp4 102.87 MB
30. Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/1. Supervised vs. Unsupervised Learning, and TrainTest.mp4 100.97 MB
31. Machine Learning, Data Science and Deep Learning with Python/8. Apache Spark Machine Learning on Big Data/5. Spark and the Resilient Distributed Dataset (RDD).mp4 100.88 MB
32. Machine Learning, Data Science and Deep Learning with Python/11. Final Project/2. Final project review.mp4 100.86 MB
33. Machine Learning, Data Science and Deep Learning with Python/9. Experimental Design/1. AB Testing Concepts.mp4 99.82 MB
34. Machine Learning, Data Science and Deep Learning with Python/10. Deep Learning and Neural Networks/5. Introducing Tensorflow.mp4 98.71 MB
35. Machine Learning, Data Science and Deep Learning with Python/9. Experimental Design/5. AB Test Gotchas.mp4 98.40 MB
36. Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/10. [Activity] Decision Trees Predicting Hiring Decisions.mp4 98.25 MB
37. Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/4. [Activity] Improving the Results of Movie Similarities.mp4 97.15 MB
38. Machine Learning, Data Science and Deep Learning with Python/10. Deep Learning and Neural Networks/13. [Activity] Using a RNN for sentiment analysis.mp4 97.04 MB
39. Machine Learning, Data Science and Deep Learning with Python/10. Deep Learning and Neural Networks/10. Convolutional Neural Networks (CNN's).mp4 95.32 MB
40. Machine Learning, Data Science and Deep Learning with Python/2. Statistics and Probability Refresher, and Python Practise/3. [Activity] Using mean, median, and mode in Python.mp4 94.97 MB
41. Machine Learning, Data Science and Deep Learning with Python/8. Apache Spark Machine Learning on Big Data/4. Spark Introduction.mp4 92.02 MB
42. Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/4. [Activity] Implementing a Spam Classifier with Naive Bayes.mp4 91.22 MB
43. Machine Learning, Data Science and Deep Learning with Python/8. Apache Spark Machine Learning on Big Data/2. [Activity] Installing Spark - Part 1.mp4 89.45 MB
44. Machine Learning, Data Science and Deep Learning with Python/4. Machine Learning with Python/9. Decision Trees Concepts.mp4 88.60 MB
45. Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/1. User-Based Collaborative Filtering.mp4 88.46 MB
46. Machine Learning, Data Science and Deep Learning with Python/5. Recommender Systems/6. [Exercise] Improve the recommender's results.mp4 86.25 MB
47. Machine Learning, Data Science and Deep Learning with Python/7. Dealing with Real-World Data/6. [Activity] Detecting outliers.mp4 85.60 MB
48. Machine Learning, Data Science and Deep Learning with Python/9. Experimental Design/3. [Activity] Hands-on With T-Tests.mp4 83.59 MB
49. Machine Learning, Data Science and Deep Learning with Python/10. Deep Learning and Neural Networks/11. [Activity] Using CNN's for handwriting recognition.mp4 82.72 MB
50. Machine Learning, Data Science and Deep Learning with Python/10. Deep Learning and Neural Networks/2. The History of Artificial Neural Networks.mp4 81.90 MB