TensorFlow is an open-source software library for numerical computation using data flow graphs. These tutorials are an entire guide to TensorFlow for Deep Learning with Python. We will help you learn to build a neural network and how to train, evaluate and optimize it with TensorFlow.
The course will include the following;
- Introduction to Machine learning
- Setting up your workstation
- A quick introduction to using python libraries
- Numpy
- Pandas
- Scikit
- Matplotlib
Tensorflow Basics
- Hello world in Tensorflow
- Basic Operations and Concepts
- Tensorflow Eager API
Basic Models
- Linear regression
- Logistic regression
Introduction to neural network
Target Customers:
- Data scientists
- Researchers
- Students
- Anyone who wants to learn Machine learning
Goals
- Introduction to Machine learning
- Setting up your workstation
- A quick introduction to using python libraries
Prerequisites
- Basic Python and Mathematics (Linear Algebra Basics)
- Passion to learn