ISO 9001:2015 Certified
Programming
Beginner

Machine Learning

44% OFF
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Course Highlights

Why This Course?

Have Questions?

Course Curriculum

Module 1: ML Foundations

  • ML Workflow
  • Types of ML
  • Math Basics
  • Probability Intro
  • Model Concepts
  • ML Workflow
  • Types of ML
  • Math Basics
  • Probability Intro
  • Model Concepts

Module 2: Data Preprocessing

  • Data Cleaning
  • Encoding
  • Scaling
  • Feature Selection
  • Train / Test Strategy
  • Data Cleaning
  • Encoding
  • Scaling
  • Feature Selection
  • Train / Test Strategy

Module 3: Model Training & Evaluation

  • Regression
  • Classification
  • Clustering
  • Evaluation Metrics
  • Cross Validation
  • Regression
  • Classification
  • Clustering
  • Evaluation Metrics
  • Cross Validation

Module 4: Use Cases + Mini Projects

  • Case Studies
  • Mini ML Project
  • Model Improvement
  • Documentation
  • Assessment
  • Case Studies
  • Mini ML Project
  • Model Improvement
  • Documentation
  • Assessment

Module 5: Career-Focused

  • GitHub Setup

  • Project Showcase

  • Resume
  • Mock Interview

  • Placement Prep

  • GitHub Setup

  • Project Showcase

  • Resume

  • Mock Interview

  • Placement Prep

Skills You'll Gain

Machine Learning Fundamentals
Data Preprocessing
Model Training & Evaluation
Supervised & Unsupervised Learning
Practical ML Applications

Requirements

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