Linear Regression & Python – Train ML models for Mobile Apps

Do you want to train Machine Learning Models and use them in Mobile, Web and Desktop applications then welcome to this course. In this course, you will learn to train linear regression models and convert them into tensorflow lite format so that you can use them in mobile, desktop, and edge devices.

Regression is one of the fundamental techniques in Machine Learning which can be used for countless applications. You can train Machine Learning models using regression

• to predict the price of the house
• to predict the Fuel Efficiency of vehicles
• to recommend drug doses for medical conditions
• to recommend fertilizer in agriculture
• to suggest exercises for improvement in player performance

and so on.

The course will is divided into several sections

• Introduction of Machine Learning and its Types
• Basics of Deep Learning & Artificial Neural Networks
• Basic Syntax of Python Programming Language
• Data Science Libraries (Numpy, Pandas, Matplotlib)
• Tensorflow & Tensorflow Lite
• Training a simple linear regression model
• Training an advanced fuel efficiency prediction model
• Building a House Price Prediction Model