masbahnana / linear-regression

Linear regression with tensowflow

Linear-Regression

• 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