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Machine learning & AI with Python

Course Duration :- 30 Days.
Course Structure :- Affordable.

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Introduction to Python

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  • Python Basics Revision, Variables, Data Types Operators Loops & Conditions
  • Functions & Modules File Handling (Basic)
  • Introduction to Jupyter Notebook Libraries Introduction ■ NumPy ■ Pandas ■ Matplotlib (basic plotting)

Working with Dataset

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  • What is a Dataset? Structured vs Unstructured Data
  • Data Cleaning Missing Values Handling
  • Data Transformation Feature Selection Basics

Introduction to Machine Learning

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  • What is Machine Learning?
  • Types of ML: ○ Supervised ○ Unsupervised ○ Reinforcement Learning (Intro)
  • ML Pipeline: ○ Data → Training → Prediction → Evaluation

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