Python
About this Course
This course is for Everybody who are interested to learn Python programing language. This course will introduce basic python programming concepts such as variables, loops, dictionaries, tuples etc , then advance concepts on libraries. This course also throw light on Machine Learning Algorithms
- Learn basic concepts of python variables, loops, dictionaries, tuples, operators and operands.
- Learn about python libaries, error handling and concepts Machine Learning Algorithms.
Course Syllabus
Module 1: Introduction to Python
- Introduction
- Installation
- variables, Operators and Strings
Module 2: Deep Dive into Python
- Input Output functions
- Loops, List, dictionaries, tuples
- File Handler
Module 3: Python Libraries
- Pandas
- Series and Data Frames
- Grouping, aggregating, and applying
Module 4: Error Handling
- Dealing with syntax errors
- Exceptions
- Handling exceptions with try/except
Module 5: Advance
- Regression
- Correlation Matrix
- Linear Regression
- Machine Learning Algorithms
Requirements
- Knowledge in programing language such as C, C++ or Java
- Knowledge in Data Structure and OOps concepts
