Machine Learning and Deep Learning

Applied Machine Learning and Deep Learning using Python

This Python training course leads the Participants from the basics of writing and running Python scripts to more advanced features. It will also give an introduction to Machine Learning, Deep Learning and Business Analytics which is not only useful for the technical teams, but also for people making business decisions.

What you will learn?

• Python programming environment, installing and upgrading required packages for Machine Learning and Deep Learning

• Python data types

• Python Fast Track (NumPy & SciPy packages)

• Python Programming constructs, loops, conditional statements etc.

• How to write Python functions, modules and packages

• Data Fetching and Visualisation

Program Format

This Python Programming training program is mainly in the form of highly practical 5-day workshop, and can be delivered online or offline in both Chinese and English. 

• Day 1: Python Programming for ML and DL
• Day 2: Deep-Dive into Scikit-Learn Package for Machine Learning
• Day 3: Regularisation and Ensemble Methods in Machine Learning
• Day 4: Introduction to Deep Learning & Neural Networks
• Day 5: Deep Learning Projects

Who should attend

Software Developers/Professionals
Analytics Professionals
Senior IT Professionals
Testing Professionals
Business Professionals