Course Overview
TensorFlow is an open source software library for numerical computation using data flow graphs. These tutorials are entire guide to TensorFlow for Deep Learning with Python. We will help you learn 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 useful python libraries
1. Numpy
2. Pandas
3. Scikit
4. Matplotlib
- Tensorflow Basics
1. Hello world in Tensorflow
2. Basic Operations and concepts
3. Tensorflow Eager API
- Basic Models
1. Linear regression
2. Logistic regression
- Introduction to neural network
Target Customers:
- Data scientists
- Researchers
- Students
- Anyone who wants to learn Machine learning
Pre-Requisites:
- Basic Python and Mathematics (Linear Algebra Basics)
- Passion to learn