Udemy - Machine Learning, Data Science and Deep Learning with Python

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[FreeCourseLab.com] Udemy - Machine Learning, Data Science and Deep Learning with Python 1. Getting Started
  • 1. Introduction.mp4 (59.6 MB)
  • 1. Introduction.vtt (4.2 KB)
  • 2. Udemy 101 Getting the Most From This Course.mp4 (19.8 MB)
  • 2. Udemy 101 Getting the Most From This Course.vtt (3.6 KB)
  • 3. [Activity] Getting What You Need.mp4 (28.1 MB)
  • 3. [Activity] Getting What You Need.vtt (4.2 KB)
  • 3.1 Course Facebook Group.html (0.1 KB)
  • 3.2 Course materials and setup steps.html (0.1 KB)
  • 4. [Activity] Installing Enthought Canopy.mp4 (109.0 MB)
  • 4. [Activity] Installing Enthought Canopy.vtt (12.4 KB)
  • 4.1 Enthought Canopy website.html (0.1 KB)
  • 5. Python Basics, Part 1 [Optional].mp4 (133.8 MB)
  • 5. Python Basics, Part 1 [Optional].vtt (32.1 KB)
  • 6. [Activity] Python Basics, Part 2 [Optional].mp4 (77.2 MB)
  • 6. [Activity] Python Basics, Part 2 [Optional].vtt (18.9 KB)
  • 7. Running Python Scripts [Optional].mp4 (44.7 MB)
  • 7. Running Python Scripts [Optional].vtt (8.2 KB)
  • 8. Introducing the Pandas Library [Optional].mp4 (127.9 MB)
  • 8. Introducing the Pandas Library [Optional].vtt (15.7 KB)
10. Deep Learning and Neural Networks
  • 1. Deep Learning Pre-Requisites.mp4 (67.9 MB)
  • 1. Deep Learning Pre-Requisites.vtt (17.1 KB)
  • 10. Convolutional Neural Networks (CNN's).mp4 (93.1 MB)
  • 10. Convolutional Neural Networks (CNN's).vtt (17.6 KB)
  • 11. [Activity] Using CNN's for handwriting recognition.mp4 (80.8 MB)
  • 11. [Activity] Using CNN's for handwriting recognition.vtt (16.3 KB)
  • 12. Recurrent Neural Networks (RNN's).mp4 (69.2 MB)
  • 12. Recurrent Neural Networks (RNN's).vtt (16.3 KB)
  • 13. [Activity] Using a RNN for sentiment analysis.mp4 (94.8 MB)
  • 13. [Activity] Using a RNN for sentiment analysis.vtt (20.7 KB)
  • 14. The Ethics of Deep Learning.mp4 (128.2 MB)
  • 14. The Ethics of Deep Learning.vtt (17.5 KB)
  • 15. Learning More about Deep Learning.mp4 (38.6 MB)
  • 15. Learning More about Deep Learning.vtt (2.8 KB)
  • 2. The History of Artificial Neural Networks.mp4 (80.0 MB)
  • 2. The History of Artificial Neural Networks.vtt (16.8 KB)
  • 3. [Activity] Deep Learning in the Tensorflow Playground.mp4 (141.6 MB)
  • 3. [Activity] Deep Learning in the Tensorflow Playground.vtt (17.1 KB)
  • 4. Deep Learning Details.mp4 (64.2 MB)
  • 4. Deep Learning Details.vtt (14.8 KB)
  • 5. Introducing Tensorflow.mp4 (96.4 MB)
  • 5. Introducing Tensorflow.vtt (19.7 KB)
  • 6. [Activity] Using Tensorflow, Part 1.mp4 (102.3 MB)
  • 6. [Activity] Using Tensorflow, Part 1.vtt (19.3 KB)
  • 7. [Activity] Using Tensorflow, Part 2.mp4 (133.6 MB)
  • 7. [Activity] Using Tensorflow, Part 2.vtt (19.4 KB)
  • 8. [Activity] Introducing Keras.mp4 (107.5 MB)
  • 8. [Activity] Introducing Keras.vtt (28.6 KB)
  • 9. [Activity] Using Keras to Predict Political Affiliations.mp4 (104.3 MB)
  • 9. [Activity] Using Keras to Predict Political Affiliations.vtt (26.1 KB)
11. Final Project
  • 1. Your final project assignment.mp4 (58.9 MB)
  • 1. Your final project assignment.vtt (10.1 KB)
  • 2. Final project review.mp4 (98.5 MB)
  • 2. Final project review.vtt (22.2 KB)
12. You made it!
  • 1. More to Explore.mp4 (64.1 MB)
  • 1. More to Explore.vtt (6.6 KB)
  • 2. Don't Forget to Leave a Rating!.html (0.6 KB)
  • 3. Bonus Lecture Discounts to continue your journey!.html (7.4 KB)
2. Statistics and Probability Refresher, and Python Practise
  • 1. Types of Data.mp4 (77.3 MB)
  • 1. Types of Data.vtt (14.7 KB)
  • 10. [Exercise] Conditional Probability.mp4 (130.4 MB)
  • 10. [Exercise] Conditional Probability.vtt (23.3 KB)
  • 11. Exercise Solution Conditional Probability of Purchase by Age.mp4 (28.7 MB)
  • 11. Exercise Solution Conditional Probability of Purchase by Age.vtt (4.5 KB)
  • 12. Bayes' Theorem.mp4 (58.9 MB)
  • 12. Bayes' Theorem.vtt (10.4 KB)
  • 2. Mean, Median, Mode.mp4 (56.1 MB)
  • 2. Mean, Median, Mode.vtt (11.7 KB)
  • 3. [Activity] Using mean, median, and mode in Python.mp4 (92.7 MB)
  • 3. [Activity] Using mean, median, and mode in Python.vtt (16.5 KB)
  • 4. [Activity] Variation and Standard Deviation.mp4 (110.9 MB)
  • 4. [Activity] Variation and Standard Deviation.vtt (23.3 KB)
  • 5. Probability Density Function; Probability Mass Function.mp4 (30.1 MB)
  • 5. Probability Density Function; Probability Mass Function.vtt (6.9 KB)
  • 6. Common Data Distributions.mp4 (75.4 MB)
  • 6. Common Data Distributions.vtt (14.6 KB)
  • 7. [Activity] Percentiles and Moments.mp4 (114.1 MB)
  • 7. [Activity] Percentiles and Moments.vtt (25.5 KB)
  • 8. [Activity] A Crash Course in matplotlib.mp4 (129.4 MB)
  • 8. [Activity] A Crash Course in matplotlib.vtt (25.8 KB)
  • 9. [Activity] Covariance and Correlation.mp4 (116.7 MB)
  • 9. [Activity] Covariance and Correlation.vtt (23.4 KB)
3. Predictive Models
  • 1. [Activity] Linear Regression.mp4 (100.5 MB)
  • 1. [Activity] Linear Regression.vtt (23.1 KB)
  • 2. [Activity] Polynomial Regression.mp4 (66.8 MB)
  • 2. [Activity] Polynomial Regression.vtt (15.9 KB)
  • 3. [Activity] Multivariate Regression, and Predicting Car Prices.mp4 (123.8 MB)
  • 3. [Activity] Multivariate Regression, and Predicting Car Prices.vtt (22.6 KB)
  • 4. Multi-Level Models.mp4 (47.5 MB)
  • 4. Multi-Level Models.vtt (9.7 KB)
4. Machine Learning with Python
  • 1. Supervised vs. Unsupervised Learning, and TrainTest.mp4 (98.6 MB)
  • 1. Supervised vs. Unsupervised Learning, and TrainTest.vtt (18.9 KB)
  • 10. [Activity] Decision Trees Predicting Hiring Decisions.mp4 (96.0 MB)
  • 10. [Activity] Decision Trees Predicting Hiring Decisions.vtt (20.3 KB)
  • 11. Ensemble Learning.mp4 (65.2 MB)
  • 11. Ensemble Learning.vtt (13.1 KB)
  • 12. Support Vector Machines (SVM) Overview

Description

Udemy - Machine Learning, Data Science and Deep Learning with Python

Complete hands-on machine learning tutorial with data science, Tensorflow, artificial intelligence, and neural networks

Created by Sundog Education by Frank Kane, Frank Kane
Last updated 4/2019


For more Udemy Courses: https://freecourselab.com



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Udemy - Machine Learning, Data Science and Deep Learning with Python


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7.4 GB
seeders:19
leechers:11
Udemy - Machine Learning, Data Science and Deep Learning with Python


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