ISO 9001:2015 Certified
Govt. of Karnataka Affiliated
Data Science & AI
Advanced
Professional

Artificial Intelligence with Python

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Course Highlights

Why This Course?

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Course Curriculum

Module 1: Python for AI

  • Python Refresh
  • Numpy Basics
  • Pandas Basics
  • Data Cleaning
  • Visualization Intro
  • Python Refresh
  • NumPy Basics
  • Pandas Basics
  • Data Cleaning
  • Visualization Intro

Module 2: Data Handling + Prep

  • Supervised Learning
  • Unsupervised Basics
  • Feature Engineering
  • Model Metrics
  • Train / Test Split
  • Supervised Learning
  • Unsupervised Basics
  • Feature Engineering
  • Model Metrics
  • Train / Test Split

Module 3: ML Basics

  • Regression Models
  • Classification Models
  • Model Tuning
  • Overfitting Handling
  • Deployment Intro
  • Regression Models
  • Classification Models
  • Model Tuning
  • Overfitting Handling
  • Deployment Intro

Module 4: AI Mini Projects + Tools

  • AI Libraries Overview
  • Case Studies
  • Mini AI Project
  • Presentation
  • Assessment
  • AI Libraries Overview
  • Case Studies
  • Mini AI Project
  • Presentation
  • Assessment

Module 5 : Career - Focused

  • Portfolio Projects
  • Resume
  • Interview Questions
  • LinkedIn Setup
  • Guidance
  • Portfolio Projects
  • Resume
  • Interview Questions
  • LinkedIn Setup
  • Guidance

Skills You'll Gain

Python for AI
Machine Learning Basics
Data Analysis
AI Model Building
AI Tools & Applications

Requirements

  • Basic computer knowledge
  • No prior programming experience required
  • Laptop/Desktop with internet