This course is specially designed for students eager to learn the Python programming language and foundational concepts of machine learning . Whether you’re a complete beginner or looking to strengthen your programming skills, this course provides a comprehensive introduction to Python and essentials of machine learning , offering practical experience, hands-on coding exercises, and the opportunity to develop a strong foundational understanding of key concepts to advance your learning journey.
What You’ll Learn:
Python Programming Basics
- Overview of Python Programming Language
- Step-by-step Installation Guide for Beginners
- Variable Declaration and Type Casting
- Arithmetic Operations
String Operations - String Formation and Concatenation
- Paragraph and Substrings
- Case Conversion
- Escape Characters
Control Flow: Conditional Statements:
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- If condition ,Elif condition ,Else condition
Data Structures: Python’s Core Collection Objects:
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- Lists
- Tuples
- Sets
- Dictionaries
Loops
- For Loop
- While Loops
Functions
- Functions and Arguments
- Advanced Functionality: Decorators
Object-Oriented Programming (OOP)
- Classes and Objects
- Inheritance and Multiple Inheritance
Modularity and Reusability
- Creating and Using Modules
Machine Learning Essentials
- Introduction to Machine Learning Concepts
- Overview of Essential ML Libraries
- Hands-on Coding Exercise with a Simple Dataset
This course provides a solid foundation in Python programming and a walkthrough of essential machine learning techniques and algorithms, empowering you to start building your own machine learning projects.
