- What is tensorflow?
- Library that allows us to easily build, train, and test machine learning models
- Provides a black box approach so we get to ignore the complex algebra involved
- Written in efficient C++ code but provides an easy to use interface
- Models are constructed through a series of nodes that make up a graph
- Tensorflow operates on tensors which are essentially arrays of values
- Learn about basic tensorflow components and build a simple linear regression model
- Go over core tensorflow concepts
- Add tensorflow to pycharm
- Explore some common node types
- constants and sessions
- variables
- placeholders
- operations
- loss functions and optimizers
- Training and testing
- Build linear regression model
masbahnana / linear-regression Goto Github PK
View Code? Open in Web Editor NEWLinear regression with tensowflow