AI/ML Kickstart: Free Demo Class & Hands-on Intro

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About Course

🎯 What’s Covered?
βœ… Introduction to AI/ML & Data Science Career Scope
βœ… Hands-on Python Basics (Jupyter Notebook, Pandas, NumPy)
βœ… Live Coding: Predicting House Prices using Linear Regression
βœ… Q&A Session: Career Guidance in AI/ML

What Will You Learn?

  • πŸ“– 1️⃣ Introduction to AI/ML & Data Science (15 mins)
  • βœ… What is Artificial Intelligence (AI), Machine Learning (ML), and Data Science?
  • βœ… How AI is shaping the future in industries like Finance, Healthcare, and Retail
  • βœ… Career Opportunities & Salary Insights for AI/ML Engineers
  • πŸ’» 2️⃣ Hands-on Python for AI/ML (Live Coding) 🐍 (20 mins)
  • βœ… Setting up Jupyter Notebook & Google Colab (No installation needed)
  • βœ… Basics of Python for AI/ML: Variables, Lists, Functions, Loops
  • βœ… Quick Overview of Essential Libraries:
  • pandas – Data handling
  • numpy – Mathematical operations
  • matplotlib & seaborn – Data visualization
  • πŸ“Š 3️⃣ Data Science Basics: Exploratory Data Analysis (EDA) πŸ” (20 mins)
  • βœ… Loading real-world dataset using Pandas
  • βœ… Cleaning messy data (handling missing values, duplicates)
  • βœ… Visualizing data with graphs & charts
  • πŸ€– 4️⃣ Hands-on Mini-Project: Your First AI/ML Model! πŸš€ (30 mins)
  • βœ… Build a House Price Prediction Model using Linear Regression
  • βœ… Step-by-step training & testing a machine learning model
  • βœ… Live Prediction Demo (Students can try it in real-time!)
  • 🎯 5️⃣ AI/ML Career Roadmap & Q&A Session (15 mins)
  • βœ… Best way to start learning AI/ML step by step
  • βœ… Pathways for job seekers & freelancers in AI/ML
  • βœ… Live Q&A – Get all your doubts cleared!
  • πŸ”₯ Why Should You Join This Free Class?
  • βœ… 100% Free – No payment, no credit card required
  • βœ… Live Hands-on Coding – Not just theory, you’ll actually write AI code!
  • βœ… No prior coding experience needed – Beginner-friendly approach
  • βœ… Clear Career Path – Understand exactly how to start & succeed in AI/ML
  • βœ… Q&A with AI/ML Mentor – Get answers to your learning & career doubts

Course Content

Introduction to AI/ML & Data Science Career Scope

  • What is AI & ML (in Simple Words)?
  • So What’s Data Science?
  • Real-World Magic
  • What’s in It for You? (Career Scope)
  • Quick Roadmap
  • Let’s Wrap This Up

Hands-on Python Basics (Jupyter Notebook, Pandas, NumPy)

Live Coding: Predicting House Prices using Linear Regression

Q&A Session: Career Guidance in AI/ML

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