Introduction
Python is a general-purpose programming language becoming more and more popular in AI and data science. This course is designed for beginners who wish to learn Python and acquire the basic knowledge in machine learning. The course builds a strong foundation for participants for their further study in AI and deep learning.
Target Audience:
Business Analyst, Financial Analyst, IT practitioner
Prerequisites:
To get the most out of the course, participants are expected to have some basic understanding in programming
Course Contents
- Introduction to Python Programming
- Whitespace Formatting
- Modules
- Arithmetic
- Functions
- Strings
- Exceptions
- Lists
- Tuples
- Dictionaries
- Sets
- Control Flow
- Tools and Utilities
- Linear algebra and matrix
- Working with data
- Basic machine learning and practice
- Linear Regression
- K-Nearest Neighbour
- Support Vector Machines
- Naive Bayes
- Neural network
- Recommendation system
- Image processing
