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. 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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 3. Predictive Models/3. [Activity] Multiple Regression, and Predicting Car Prices.mp4 73.9 MB 3. Predictive Models/3. [Activity] Multiple Regression, and Predicting Car Prices.srt 21.1 KB 3. Predictive Models/4. Multi-Level Models.mp4 47.5 MB
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