One or Two Days Workshop on Data Science and Machine Learning Using Python
1 or 2 days
Tentative agenda for a two days workshop
Day 1 | Session - 1 | Python Essentials (Time : 10 AM to 1: 00 PM)
Introduction to AI, Machine Learning and Data Science
Overview of Python
Introduction and Understanding of IPython
The concept of Package/Libraries
How to install and load packages
Data Types and Data Structures in Python(Mutable and Immutable)
List and Dictionary Comprehension
Control Flow and Conditional Statements
How to create class and Functions and how to call them.
Day 1 | Session - 2 | Introduction to NumPy (Time : 2 PM to 5 PM)
All the necessary operations of NumPy with examples.
Day 2 | Session - 3 | Data manipulation with Pandas (Time: 10 AM to 1: 00 PM )
All the necessary operations of Pandas with examples.
Day 2 | Session - 4 | Data visualization with Matplotlib and Introduction to Machine Learning with Python (Time : 2 PM to 5 PM)
Why Data Visualization?
What is Data Visualization?
Intro to Matplotlib.
Types of Plots
Introduction to Machine Learning and Deep Learning
Keras and Tensorflow
Industry Use Case and Application
If you are interested in organizing a workshop at your college, university or company please register below. Xen.ai support team will get in touch with you.