Filename | Size |
| 1. Getting Started/1. Introduction.mp4 | 59.6 MB |
| 1. Getting Started/1. Introduction.srt | 4.7 KB |
| 1. Getting Started/10. [Activity] Python Basics, Part 4 [Optional].mp4 | 21.1 MB |
| 1. Getting Started/10. [Activity] Python Basics, Part 4 [Optional].srt | 6 KB |
| 1. Getting Started/11. Introducing the Pandas Library [Optional].mp4 | 123.1 MB |
| 1. Getting Started/11. Introducing the Pandas Library [Optional].srt | 18 KB |
| 1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4 | 19.8 MB |
| 1. Getting Started/2. Udemy 101 Getting the Most From This Course.srt | 4 KB |
| 1. Getting Started/3. Installation Getting Started.html | 265 B |
| 1. Getting Started/4. [Activity] WINDOWS Installing and Using Anaconda & Course Materials.mp4 | 102.8 MB |
| 1. Getting Started/4. [Activity] WINDOWS Installing and Using Anaconda & Course Materials.srt | 18.9 KB |
| 1. Getting Started/5. [Activity] MAC Installing and Using Anaconda & Course Materials.mp4 | 96.5 MB |
| 1. Getting Started/5. [Activity] MAC Installing and Using Anaconda & Course Materials.srt | 14.5 KB |
| 1. Getting Started/6. [Activity] LINUX Installing and Using Anaconda & Course Materials.mp4 | 80.2 MB |
| 1. Getting Started/6. [Activity] LINUX Installing and Using Anaconda & Course Materials.srt | 14.7 KB |
| 1. Getting Started/7. Python Basics, Part 1 [Optional].mp4 | 33 MB |
| 1. Getting Started/7. Python Basics, Part 1 [Optional].srt | 7.8 KB |
| 1. Getting Started/8. [Activity] Python Basics, Part 2 [Optional].mp4 | 20.6 MB |
| 1. Getting Started/8. [Activity] Python Basics, Part 2 [Optional].srt | 7.6 KB |
| 1. Getting Started/9. [Activity] Python Basics, Part 3 [Optional].mp4 | 10.1 MB |
| 1. Getting Started/9. [Activity] Python Basics, Part 3 [Optional].srt | 4.2 KB |
| 10. Deep Learning and Neural Networks/1. Deep Learning Pre-Requisites.mp4 | 74.2 MB |
| 10. Deep Learning and Neural Networks/1. Deep Learning Pre-Requisites.srt | 21.5 KB |
| 10. Deep Learning and Neural Networks/10. [Activity] Using Keras to Predict Political Affiliations.mp4 | 88.2 MB |
| 10. Deep Learning and Neural Networks/10. [Activity] Using Keras to Predict Political Affiliations.srt | 21.1 KB |
| 10. Deep Learning and Neural Networks/11. Convolutional Neural Networks (CNN's).mp4 | 93.1 MB |
| 10. Deep Learning and Neural Networks/11. Convolutional Neural Networks (CNN's).srt | 19.9 KB |
| 10. Deep Learning and Neural Networks/12. [Activity] Using CNN's for handwriting recognition.mp4 | 69.6 MB |
| 10. Deep Learning and Neural Networks/12. [Activity] Using CNN's for handwriting recognition.srt | 13.8 KB |
| 10. Deep Learning and Neural Networks/13. Recurrent Neural Networks (RNN's).mp4 | 69.2 MB |
| 10. Deep Learning and Neural Networks/13. Recurrent Neural Networks (RNN's).srt | 18.5 KB |
| 10. Deep Learning and Neural Networks/14. [Activity] Using a RNN for sentiment analysis.mp4 | 81.4 MB |
| 10. Deep Learning and Neural Networks/14. [Activity] Using a RNN for sentiment analysis.srt | 16.8 KB |
| 10. Deep Learning and Neural Networks/15. [Activity] Transfer Learning.mp4 | 115.3 MB |
| 10. Deep Learning and Neural Networks/15. [Activity] Transfer Learning.srt | 21.5 KB |
| 10. Deep Learning and Neural Networks/16. Tuning Neural Networks Learning Rate and Batch Size Hyperparameters.mp4 | 18.4 MB |
| 10. Deep Learning and Neural Networks/16. Tuning Neural Networks Learning Rate and Batch Size Hyperparameters.srt | 8.3 KB |
| 10. Deep Learning and Neural Networks/17. Deep Learning Regularization with Dropout and Early Stopping.mp4 | 33.6 MB |
| 10. Deep Learning and Neural Networks/17. Deep Learning Regularization with Dropout and Early Stopping.srt | 12 KB |
| 10. Deep Learning and Neural Networks/18. The Ethics of Deep Learning.mp4 | 128.2 MB |
| 10. Deep Learning and Neural Networks/18. The Ethics of Deep Learning.srt | 19.8 KB |
| 10. Deep Learning and Neural Networks/19. Learning More about Deep Learning.mp4 | 38.6 MB |
| 10. Deep Learning and Neural Networks/19. Learning More about Deep Learning.srt | 3.1 KB |
| 10. Deep Learning and Neural Networks/2. The History of Artificial Neural Networks.mp4 | 80 MB |
| 10. Deep Learning and Neural Networks/2. The History of Artificial Neural Networks.srt | 19.1 KB |
| 10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.mp4 | 141.6 MB |
| 10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.srt | 141.6 MB |
| 10. Deep Learning and Neural Networks/4. Deep Learning Details.mp4 | 64.2 MB |
| 10. Deep Learning and Neural Networks/4. Deep Learning Details.srt | 64.2 MB |
| 10. Deep Learning and Neural Networks/5. Introducing Tensorflow.mp4 | 86.3 MB |
| 10. Deep Learning and Neural Networks/5. Introducing Tensorflow.srt | 22.5 KB |
| 10. Deep Learning and Neural Networks/6. Important note about Tensorflow 2.html | 1000 B |
| 10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 1.mp4 | 72.7 MB |
| 10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 1.srt | 13.8 KB |
| 10. Deep Learning and Neural Networks/8. [Activity] Using Tensorflow, Part 2.mp4 | 108.6 MB |
| 10. Deep Learning and Neural Networks/8. [Activity] Using Tensorflow, Part 2.srt | 23.3 KB |
| 10. Deep Learning and Neural Networks/9. [Activity] Introducing Keras.mp4 | 92.1 MB |
| 10. Deep Learning and Neural Networks/9. [Activity] Introducing Keras.srt | 23.7 KB |
| 11. Final Project/1. Your final project assignment.mp4 | 51.6 MB |
| 11. Final Project/1. Your final project assignment.srt | 11.6 KB |
| 11. Final Project/2. Final project review.mp4 | 98.5 MB |
| 11. Final Project/2. Final project review.srt | 24.5 KB |
| 12. You made it!/1. More to Explore.mp4 | 64.1 MB |
| 12. You made it!/1. More to Explore.srt | 7.2 KB |
| 12. You made it!/2. Don't Forget to Leave a Rating!.html | 564 B |
| 12. You made it!/3. Bonus Lecture More courses to explore!.html | 7.3 KB |
| 2. Statistics and Probability Refresher, and Python Practice/1. Types of Data.mp4 | 77.3 MB |
| 2. Statistics and Probability Refresher, and Python Practice/1. Types of Data.srt | 16.2 KB |
| 2. Statistics and Probability Refresher, and Python Practice/10. [Activity] Covariance and Correlation.mp4 | 116.7 MB |
| 2. Statistics and Probability Refresher, and Python Practice/10. [Activity] Covariance and Correlation.srt | 25.9 KB |
| 2. Statistics and Probability Refresher, and Python Practice/11. [Exercise] Conditional Probability.mp4 | 125.1 MB |
| 2. Statistics and Probability Refresher, and Python Practice/11. [Exercise] Conditional Probability.srt | 28.4 KB |
| 2. Statistics and Probability Refresher, and Python Practice/12. Exercise Solution Conditional Probability of Purchase by Age.mp4 | 22 MB |
| 2. Statistics and Probability Refresher, and Python Practice/12. Exercise Solution Conditional Probability of Purchase by Age.srt | 4 KB |
| 2. Statistics and Probability Refresher, and Python Practice/13. Bayes' Theorem.mp4 | 58.9 MB |
| 2. Statistics and Probability Refresher, and Python Practice/13. Bayes' Theorem.srt | 11.5 KB |
| 2. Statistics and Probability Refresher, and Python Practice/2. Mean, Median, Mode.mp4 | 56.1 MB |
| 2. Statistics and Probability Refresher, and Python Practice/2. Mean, Median, Mode.srt | 13 KB |
| 2. Statistics and Probability Refresher, and Python Practice/3. [Activity] Using mean, median, and mode in Python.mp4 | 61.9 MB |
| 2. Statistics and Probability Refresher, and Python Practice/3. [Activity] Using mean, median, and mode in Python.srt | 15 KB |
| 2. Statistics and Probability Refresher, and Python Practice/4. [Activity] Variation and Standard Deviation.mp4 | 110.9 MB |
| 2. Statistics and Probability Refresher, and Python Practice/4. [Activity] Variation and Standard Deviation.srt | 25.8 KB |
| 2. Statistics and Probability Refresher, and Python Practice/5. Probability Density Function; Probability Mass Function.mp4 | 30.1 MB |
| 2. Statistics and Probability Refresher, and Python Practice/5. Probability Density Function; Probability Mass Function.srt | 7.6 KB |
| 2. Statistics and Probability Refresher, and Python Practice/6. Common Data Distributions.mp4 | 75.4 MB |
| 2. Statistics and Probability Refresher, and Python Practice/6. Common Data Distributions.srt | 16.1 KB |
| 2. Statistics and Probability Refresher, and Python Practice/7. [Activity] Percentiles and Moments.mp4 | 114 MB |
| 2. Statistics and Probability Refresher, and Python Practice/7. [Activity] Percentiles and Moments.srt | 28.3 KB |
| 2. Statistics and Probability Refresher, and Python Practice/8. [Activity] A Crash Course in matplotlib.mp4 | 129.3 MB |
| 2. Statistics and Probability Refresher, and Python Practice/8. [Activity] A Crash Course in matplotlib.srt | 28.6 KB |
| 2. Statistics and Probability Refresher, and Python Practice/9. [Activity] Advanced Visualization with Seaborn.mp4 | 147.8 MB |
| 2. Statistics and Probability Refresher, and Python Practice/9. [Activity] Advanced Visualization with Seaborn.srt | 30 KB |
| 3. Predictive Models/1. [Activity] Linear Regression.mp4 | 100.5 MB |
| 3. Predictive Models/1. [Activity] Linear Regression.srt | 25.7 KB |
| 3. Predictive Models/2. [Activity] Polynomial Regression.mp4 | 66.8 MB |
| 3. Predictive Models/2. [Activity] Polynomial Regression.srt | 17.6 KB |