AI & Machine Learning Basics

Machine Learning Complete Course: From Basics to Real-World Projects

₹599 ₹2,500 76% OFF

Learn Machine Learning from scratch with this comprehensive 15-class course. Explore Python, data preprocessing, feature engineering, supervised and unsupervised learning, model training, evaluation metrics, and real-world machine learning projects through practical examples.

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About This Course

Learn Machine Learning from scratch through 15 structured classes covering Python, data preprocessing, EDA, feature engineering, supervised and unsupervised learning, model training, evaluation metrics, and popular ML libraries. Gain practical knowledge through real-world examples and an end-to-end machine learning project. Ideal for students, beginners, and aspiring AI/ML professionals.

Course Modules (15)

Introduction to Artificial Intelligence

Class 1: Introduction to Artificial Intelligence • 1 lessons

Introduction to Machine Learning

Class 2: Introduction to Machine Learning • 15 lessons

Types of Machine Learning

Class 3: Types of Machine Learning • 15 lessons

Data and Dataset Fundamentals

Class 4: Data and Dataset Fundamentals • 17 lessons

Data Preprocessing

Class 5: Data Preprocessing • 17 lessons

Feature Engineering

Class 6: Feature Engineering • 17 lessons

Supervised Learning Algorithms

Class 7: Supervised Learning Algorithms • 15 lessons

Unsupervised Learning Algorithms

Class 8: Unsupervised Learning Algorithms • 15 lessons

Model Training and Testing

Class 9: Model Training & Testing • 15 lessons

Model Evaluation Metrics

Class 10: Model Evaluation Metrics • 15 lessons

Overfitting and Underfitting

Class 11: Overfitting and Underfitting • 15 lessons

Machine Learning Workflow

Class 12: Machine Learning Workflow • 15 lessons

Popular Machine Learning Libraries and Tools

Class 13: Popular ML Libraries and Tools • 15 lessons

Real-World Machine Learning Applications

Class 14: Real-World Machine Learning Applications • 15 lessons

Stress Analysis in IT Professionals

Stress Analysis in IT Professionals Using Machine Learning • 1 lessons

Locked: Purchase this course to unlock all modules and full access.