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Machine Learning for Beginners with TensorFlow
Introduction
Introduction (6:53)
Source Files
Additional Resources
Machine Learning Overview
Intro to Machine Learning (3:51)
What can Machine Learning do - Part 1 (9:39)
What can Machine Learning do - Part 2 (9:18)
Types of Machine Learning (9:51)
How Machine Learning Works (9:50)
Common Machine Learning Structures - Part 1 (6:04)
Common Machine learning Structures - Part 2 (10:33)
Building a Machine Learning Model - Part 1 (8:43)
Building a Machine Learning Model - Part 2 (9:32)
Tensorflow Foundations
Intro to Tensorflow (5:24)
Installing Anaconda (4:00)
Working with Juypter Notebooks (7:33)
Installing Tensorflow (5:07)
Linear Regression
Linear Regression (7:26)
Building a Linear Regression Model - Part 1 (6:08)
Building a Linear Regression Model - Part 2 (5:50)
Building a Linear Regression Model - Part 3 (3:33)
Building a Linear Regression Model - Part 4 (5:23)
Building a Linear Regression Model - Part 5 (6:08)
Building a Linear Regression Model - Part 6 (4:25)
Building a Linear Regression Model - Part 7 (5:51)
Conclusion
Conclusion (3:06)
What can Machine Learning do - Part 1
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