Become expert in AI & Machine Learning
Professional Certificate Course in Generative AI and Machine Learning
Gain practical skills in generative AI and machine learning through a professional certificate course.
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Intermediate
Updated 11/2025
Hinglish
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Course Description
The Generative AI and Machine Learning course enriches your career with comprehensive coverage of machine learning, deep learning, NLP, generative AI, reinforcement learning, computer vision, and more. Combining theory with hands-on practice, it features live virtual sessions, projects with integrated labs, and masterclasses by eminent IIT Kanpur faculty.
1. Introduction to AI and Machine Learning
4 Lectures
Introduction to AI and Machine Learning lecture names
Fundamentals of Artificial Intelligence and Machine Learning
Principles of AI and ML: Concepts and Applications
Foundations of AI and Machine Learning Technologies
2. Python Programming for AI/ML
4 Lectures
Fundamentals of Python for AI/ML Applications
Python for Artificial Intelligence and Machine Learning
Programming Foundations for AI and ML Using Python
Python: Core Programming for AI & ML Development
3. Data Science Fundamentals
4 Lectures
Introduction to Data Science Concepts
Principles of Data Science and Analytics
Foundations of Data Science
Data Science: Theory, Methods, and Applications
4. Core Machine Learning Algorithms
4 Lectures
Fundamentals of Machine Learning Algorithms
Principles and Techniques of ML Algorithms
Foundations of Supervised and Unsupervised Learning Algorithms
Machine Learning: Core Algorithms and Applications
5. Deep Learning and Neural Networks
4 Lectures
Fundamentals of Deep Learning and Neural Networks
Principles of Neural Network Architectures
Deep Learning: Concepts, Models, and Applications
Neural Networks and Deep Learning Techniques
6. Generative AI Concepts
4 Lectures
Fundamentals of Generative AI
Principles of Generative AI Models
Introduction to Generative AI: Concepts and Techniques
Generative AI: Theory, Models, and Applications
7. AI Model Deployment and Production
4 Lectures
Principles of Deploying AI Models into Production
AI Model Deployment: Strategies and Best Practices
Operationalizing AI Models for Real-World Applications
From Development to Production: AI Model Implementation
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Frequently Asked Questions
This course provides comprehensive knowledge with practical examples for
beginners and professionals.
No prior experience required. We start with basics and progress to
advanced topics.
₹30,000
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