Course Information
Course Overview
Understand AI, Machine Learning, Deep Learning & Generative AI through simple concepts & real-world examples.
Artificial Intelligence is reshaping the world — and understanding it is no longer optional. Fundamentals of AI for Professionals is a beginner-friendly, hands-on course that bridges the gap between theory and practical application.
Whether you’re a student, a working professional, or simply curious about how AI really works, this course will help you grasp the core principles behind intelligent systems — from machine perception and learning to decision-making and automation.
You’ll start with the foundations of AI — its history, evolution, and real-world impact — before diving into core concepts such as search algorithms, optimization techniques, and neural networks. You’ll then explore how Machine Learning and Deep Learning models are trained and evaluated using real datasets in Python.
As the course progresses, you’ll uncover modern AI architectures like Generative AI, Transformers, RAG, and Agentic AI, learning how these cutting-edge systems power today’s most advanced tools and applications.
Beyond the technical layer, you’ll also explore AI tools for creativity and productivity, experiment with prompt engineering, and understand the ethical responsibilities of building and using AI systems.
By the end of this course, you’ll have a solid conceptual and practical foundation in Artificial Intelligence — ready to apply, innovate, and lead in the AI-powered future.
Whether your goal is to enhance your professional skills, pivot into the AI domain, or simply understand the technology shaping our era — this course gives you the clarity, confidence, and competence to do so.
Get ready to unlock the intelligence behind innovation — and make AI work for you.
Course Content
- 6 section(s)
- 21 lecture(s)
- Section 1 Introduction
- Section 2 AI Fundamentals & Evolution: The Beginner’s Gateway
- Section 3 AI Essentials: Foundations of Logic, Search & Learning
- Section 4 Python for AI & Data Science
- Section 5 Machine Learning Made Simple: From Data to Decisions
- Section 6 Next-Gen AI Systems: From Generative AI to Agents
What You’ll Learn
- Explain the core concepts and evolution of Artificial Intelligence
- Analyze how AI systems perceive, learn, and make decisions
- Apply foundational Machine Learning techniques to solve real-world problems
- Demonstrate understanding of modern AI architectures and their applications
- Utilize AI tools for creative and professional applications
- Evaluate the ethical, social, and professional implications of AI
Skills covered in this course
Reviews
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SSuchismita
Although I’m not from an AI background, yet this course made complex concepts quite easy to understand. The instructor explains everything clearly with real-world examples. It’s a great starting point for those who want to understand AI without getting lost in technical jargon. Highly recommended.
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AAnamitra Sarkar
Helps to get a very clear picture of the AI framework
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SShivam Das
The “Fundamental Guide to AI for Professionals” is a well-structured, beginner-friendly course that clearly explains AI concepts with practical examples. It’s perfect for anyone looking to build a solid foundation in Artificial Intelligence.
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SSoumodip Das
Very insightful and practical! The course explains AI, Machine Learning, and modern AI systems clearly, using relatable examples that make complex concepts easy to grasp. Perfect for professionals looking to strengthen their AI knowledge. Highly recommended!