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[FreeAllCourse Com] Udemy - Machine Learning, Data Science and Deep Learning with Python

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
0AABAF0A4D614C15524F6E0A51897B3E70DF722D
Source
Unverified
Total Size
7.71 GB
Total Files
100
Seeders
1
Leechers
1
Health
0.50
Score
3
Type
Bookware

File List

FileSize
1. Getting Started/1. Introduction.mp459.6 MB
1. Getting Started/1. Introduction.srt4.75 KB
1. Getting Started/10. [Activity] Python Basics, Part 4 [Optional].mp421.12 MB
1. Getting Started/10. [Activity] Python Basics, Part 4 [Optional].srt21.13 MB
1. Getting Started/11. Introducing the Pandas Library [Optional].mp4123.1 MB
1. Getting Started/11. Introducing the Pandas Library [Optional].srt18.05 KB
1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp419.78 MB
1. Getting Started/2. Udemy 101 Getting the Most From This Course.srt4.04 KB
1. Getting Started/3. Installation Getting Started.html265 B
1. Getting Started/4. [Activity] WINDOWS Installing and Using Anaconda & Course Materials.mp4102.76 MB
1. Getting Started/4. [Activity] WINDOWS Installing and Using Anaconda & Course Materials.srt18.88 KB
1. Getting Started/5. [Activity] MAC Installing and Using Anaconda & Course Materials.mp496.53 MB
1. Getting Started/5. [Activity] MAC Installing and Using Anaconda & Course Materials.srt14.48 KB
1. Getting Started/6. [Activity] LINUX Installing and Using Anaconda & Course Materials.mp480.21 MB
1. Getting Started/6. [Activity] LINUX Installing and Using Anaconda & Course Materials.srt14.66 KB
1. Getting Started/7. Python Basics, Part 1 [Optional].mp432.97 MB
1. Getting Started/7. Python Basics, Part 1 [Optional].srt7.76 KB
1. Getting Started/8. [Activity] Python Basics, Part 2 [Optional].mp420.63 MB
1. Getting Started/8. [Activity] Python Basics, Part 2 [Optional].srt7.63 KB
1. Getting Started/9. [Activity] Python Basics, Part 3 [Optional].mp410.08 MB
1. Getting Started/9. [Activity] Python Basics, Part 3 [Optional].srt4.24 KB
10. Deep Learning and Neural Networks/1. Deep Learning Pre-Requisites.mp474.17 MB
10. Deep Learning and Neural Networks/1. Deep Learning Pre-Requisites.srt21.52 KB
10. Deep Learning and Neural Networks/10. [Activity] Using Keras to Predict Political Affiliations.mp488.19 MB
10. Deep Learning and Neural Networks/10. [Activity] Using Keras to Predict Political Affiliations.srt21.14 KB
10. Deep Learning and Neural Networks/11. Convolutional Neural Networks (CNN's).mp493.09 MB
10. Deep Learning and Neural Networks/11. Convolutional Neural Networks (CNN's).srt19.86 KB
10. Deep Learning and Neural Networks/12. [Activity] Using CNN's for handwriting recognition.mp469.56 MB
10. Deep Learning and Neural Networks/12. [Activity] Using CNN's for handwriting recognition.srt13.76 KB
10. Deep Learning and Neural Networks/13. Recurrent Neural Networks (RNN's).mp469.17 MB
10. Deep Learning and Neural Networks/13. Recurrent Neural Networks (RNN's).srt18.48 KB
10. Deep Learning and Neural Networks/14. [Activity] Using a RNN for sentiment analysis.mp481.36 MB
10. Deep Learning and Neural Networks/14. [Activity] Using a RNN for sentiment analysis.srt16.82 KB
10. Deep Learning and Neural Networks/15. [Activity] Transfer Learning.mp4115.26 MB
10. Deep Learning and Neural Networks/15. [Activity] Transfer Learning.srt21.53 KB
10. Deep Learning and Neural Networks/16. Tuning Neural Networks Learning Rate and Batch Size Hyperparameters.mp418.43 MB
10. Deep Learning and Neural Networks/16. Tuning Neural Networks Learning Rate and Batch Size Hyperparameters.srt8.29 KB
10. Deep Learning and Neural Networks/17. Deep Learning Regularization with Dropout and Early Stopping.mp433.63 MB
10. Deep Learning and Neural Networks/17. Deep Learning Regularization with Dropout and Early Stopping.srt11.97 KB
10. Deep Learning and Neural Networks/18. The Ethics of Deep Learning.mp4128.24 MB
10. Deep Learning and Neural Networks/18. The Ethics of Deep Learning.srt19.84 KB
10. Deep Learning and Neural Networks/19. Learning More about Deep Learning.mp438.64 MB
10. Deep Learning and Neural Networks/19. Learning More about Deep Learning.srt3.14 KB
10. Deep Learning and Neural Networks/2. The History of Artificial Neural Networks.mp479.98 MB
10. Deep Learning and Neural Networks/2. The History of Artificial Neural Networks.srt19.07 KB
10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.mp4141.58 MB
10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.srt19.67 KB
10. Deep Learning and Neural Networks/4. Deep Learning Details.mp464.21 MB
10. Deep Learning and Neural Networks/4. Deep Learning Details.srt16.81 KB
10. Deep Learning and Neural Networks/5. Introducing Tensorflow.mp464.15 MB
10. Deep Learning and Neural Networks/5. Introducing Tensorflow.srt20.19 KB
10. Deep Learning and Neural Networks/6. Important note about Tensorflow 2.html644 B
10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 1.mp4118.22 MB
10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 1.srt23.45 KB
10. Deep Learning and Neural Networks/8. [Activity] Using Tensorflow, Part 2.mp4104.54 MB
10. Deep Learning and Neural Networks/8. [Activity] Using Tensorflow, Part 2.srt21.59 KB
10. Deep Learning and Neural Networks/9. [Activity] Introducing Keras.mp492.05 MB
10. Deep Learning and Neural Networks/9. [Activity] Introducing Keras.srt23.75 KB
11. Final Project/1. Your final project assignment.mp451.63 MB
11. Final Project/1. Your final project assignment.srt11.56 KB
11. Final Project/2. Final project review.mp498.5 MB
11. Final Project/2. Final project review.srt24.51 KB
12. You made it!/1. More to Explore.mp464.06 MB
12. You made it!/1. More to Explore.srt7.24 KB
12. You made it!/2. Don't Forget to Leave a Rating!.html564 B
12. You made it!/3. Bonus Lecture More courses to explore!.html7.35 KB
2. Statistics and Probability Refresher, and Python Practice/1. Types of Data.mp477.24 MB
2. Statistics and Probability Refresher, and Python Practice/1. Types of Data.srt16.24 KB
2. Statistics and Probability Refresher, and Python Practice/10. [Activity] Covariance and Correlation.mp4116.74 MB
2. Statistics and Probability Refresher, and Python Practice/10. [Activity] Covariance and Correlation.srt25.91 KB
2. Statistics and Probability Refresher, and Python Practice/11. [Exercise] Conditional Probability.mp4125.14 MB
2. Statistics and Probability Refresher, and Python Practice/11. [Exercise] Conditional Probability.srt28.41 KB
2. Statistics and Probability Refresher, and Python Practice/12. Exercise Solution Conditional Probability of Purchase by Age.mp422 MB
2. Statistics and Probability Refresher, and Python Practice/12. Exercise Solution Conditional Probability of Purchase by Age.srt3.99 KB
2. Statistics and Probability Refresher, and Python Practice/13. Bayes' Theorem.mp458.9 MB
2. Statistics and Probability Refresher, and Python Practice/13. Bayes' Theorem.srt11.49 KB
2. Statistics and Probability Refresher, and Python Practice/2. Mean, Median, Mode.mp456.15 MB
2. Statistics and Probability Refresher, and Python Practice/2. Mean, Median, Mode.srt12.95 KB
2. Statistics and Probability Refresher, and Python Practice/3. [Activity] Using mean, median, and mode in Python.mp461.93 MB
2. Statistics and Probability Refresher, and Python Practice/3. [Activity] Using mean, median, and mode in Python.srt15.01 KB
2. Statistics and Probability Refresher, and Python Practice/4. [Activity] Variation and Standard Deviation.mp4110.85 MB
2. Statistics and Probability Refresher, and Python Practice/4. [Activity] Variation and Standard Deviation.srt25.83 KB
2. Statistics and Probability Refresher, and Python Practice/5. Probability Density Function; Probability Mass Function.mp430.07 MB
2. Statistics and Probability Refresher, and Python Practice/5. Probability Density Function; Probability Mass Function.srt7.59 KB
2. Statistics and Probability Refresher, and Python Practice/6. Common Data Distributions.mp475.36 MB
2. Statistics and Probability Refresher, and Python Practice/6. Common Data Distributions.srt16.08 KB
2. Statistics and Probability Refresher, and Python Practice/7. [Activity] Percentiles and Moments.mp4114.04 MB
2. Statistics and Probability Refresher, and Python Practice/7. [Activity] Percentiles and Moments.srt28.33 KB
2. Statistics and Probability Refresher, and Python Practice/8. [Activity] A Crash Course in matplotlib.mp4129.35 MB
2. Statistics and Probability Refresher, and Python Practice/8. [Activity] A Crash Course in matplotlib.srt28.57 KB
2. Statistics and Probability Refresher, and Python Practice/9. [Activity] Advanced Visualization with Seaborn.mp4147.81 MB
2. Statistics and Probability Refresher, and Python Practice/9. [Activity] Advanced Visualization with Seaborn.srt29.96 KB
3. Predictive Models/1. [Activity] Linear Regression.mp4100.46 MB
3. Predictive Models/1. [Activity] Linear Regression.srt25.7 KB
3. Predictive Models/2. [Activity] Polynomial Regression.mp466.77 MB
3. Predictive Models/2. [Activity] Polynomial Regression.srt17.59 KB
3. Predictive Models/3. [Activity] Multiple Regression, and Predicting Car Prices.mp473.85 MB
3. Predictive Models/3. [Activity] Multiple Regression, and Predicting Car Prices.srt21.13 KB
3. Predictive Models/4. Multi-Level Models.mp447.46 MB
3. Predictive Models/4. Multi-Level Models.srt10.66 KB

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