Artificial Intelligence Basics for AI Engineers (Udemy.com)
Learn AI fundamentals, AI automation, agentic AI, and real world data science workflows.
Created by: IEM Learning
Last updated April 2026
What you will 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
How it compares
Against the other 1,210 rated Udemy courses in Business on CourseDuck:
- Rating4.3 out of 5higher than 15% of them
- Reviews1,860#316 of 1,211 by number of reviews
- Length3 hourslonger than 50% of them
- Last updatedApril 2026more recently than 68% of them
Course Description
Welcome to Artificial Intelligence Basics for AI Engineers, a practical and comprehensive guide designed to help professionals build strong skills in Artificial Intelligence, AI engineering, and modern intelligent systems. Whether you are a beginner exploring AI for the first time or a working professional looking to upgrade your expertise, this course provides a clear path from fundamentals to real world application.
You will start with the foundations of AI, including its history, evolution, and real world impact across industries. From there, you will dive into essential concepts such as search algorithms, optimization techniques, and neural networks that form the backbone of intelligent systems. You will then explore how Machine Learning and Deep Learning models are trained, tested, and evaluated using real datasets in Python, helping you connect AI with practical data science workflows.
As the course progresses, you will uncover modern AI architectures like Generative AI, Transformers, Retrieval Augmented Generation, and Agentic AI. You will understand how these advanced systems power today’s most innovative tools, AI automation platforms, and intelligent applications used by businesses worldwide.
Beyond the technical layer, you will experiment with AI tools for creativity and productivity, practice prompt engineering, and learn the ethical and responsible use of Artificial Intelligence. Through guided examples, demonstrations, and hands on exercises, you will gain the confidence to design, evaluate, and implement AI solutions as an AI engineer or technology professional.
By the end of this course, you will not only understand Artificial Intelligence concepts but also know how to apply them effectively to solve problems, automate tasks, and drive smarter decision making in real world scenarios.
Instructor Details
- 4.3 Rating
1,860 Reviews
IEM Learning
IEM Learning is the premium learning portal, under IEM America Corporation Headquartered in Seattle in the United States, with 30 years of experience in running 5 Institutions and 2 Universities in 3 nations - United States, Canada, and India.
With 500 employees, 10,000 students and 50,000 alumni, the current revenue of the education group is 20 million USD. We are soon adding new locations in the next year in Singapore, Australia, and the UK.
For more than three decades, IEM Learning has empowered thousands of learners with in-demand skills across Engineering and Management, helping them build successful careers in a wide range of industries. Our mission is to make quality education accessible, impactful, and aligned with the future of work.
We connect learners from around the world with expert instructors who bring real industry knowledge into every course. Whether you are a student, professional, or career changer, IEM Learning supports you in turning your ambitions into achievements.
Our programs are carefully designed to stay ahead of technological and business advancements, enabling learners to stay competitive in an evolving global workforce. With practical, future focused curriculum and continuous upskilling opportunities, we help you grow with confidence.
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Reviews
By Shreysh shekhar on 1/23/2026
This course clearly explains AI concepts in a simple and practical way, helping me clear many misconceptions while building strong foundational understanding. It’s an excellent starting point for anyone looking to explore AI.
By Sridatri Purakait on 1/9/2026
This course offers a well-structured and practical introduction to Artificial Intelligence. It covers core AI concepts, machine learning fundamentals, and real-world use cases in a clear and concise manner. The explanations are easy to follow and help build a strong foundation for further learning in AI and related technologies. A valuable course for anyone looking to enter the field of AI.
By Jeet Bandyopadhyay on 1/9/2026
This course is an excellent introduction to Artificial Intelligence and its modern applications. It explains key concepts such as AI, Machine Learning, Deep Learning, and Generative AI in a clear, simple, and beginner-friendly manner. The use of real-world examples makes the learning experience engaging and easy to understand. Even advanced topics like Transformers, Retrieval-Augmented Generation (RAG), and Agentic AI are explained in a way that feels approachable rather than overwhelming, making the course both informative and confidence-building for learners
By Ritam Bhattacharya on 1/8/2026
The Fundamental Guide to AI for Professionals is a concise, non-technical course designed to help working professionals understand core AI concepts and how they are applied in real business scenarios. It explains key ideas such as machine learning, generative AI, data-driven decision-making, and ethical considerations in a simple, practical manner, without requiring a coding or technical background. The course is especially useful for managers, consultants, students, and early-career professionals who want to confidently discuss AI, identify where it can add value in their field, and collaborate effectively with technical teams, though it is not intended for deep technical implementation or model development.
By Arkapravo Mandal on 1/6/2026
The Course was extremely helpful and well-structured . The videos were short and crisp and did not feel monotonous. Looking forward for more such videos .
By SRIJAN DAS on 1/3/2026
This course is an excellent introduction to Artificial Intelligence and its modern applications. It explains AI, Machine Learning, Deep Learning, and Generative AI in a very clear and beginner-friendly way, using simple concepts and relatable real-world examples. Even complex topics like Transformers, RAG, and Agentic AI are broken down so they feel approachable rather than overwhelming. What I really appreciated is the balanced approach between theory and practice. The course not only explains what AI is, but also how it works—covering learning, perception, decision-making, and model evaluation using real datasets. The inclusion of Python-based examples, AI tools, and prompt engineering makes the learning practical and relevant. Another strong point is the discussion around ethical and social implications of AI, which is extremely important in today’s AI-driven world. This adds depth and responsibility to the technical learning. The course structure is well organized, the explanations are smooth, and the pacing is perfect for beginners while still being insightful for professionals who want conceptual clarity. Overall, this course provides a solid foundation in AI and builds confidence to explore advanced topics further. Highly recommended for students, professionals, and anyone curious about AI who wants clarity, confidence, and real-world understanding.
By Rupak Kumar Dutta on 1/2/2026
Completing the Fundamental Guide to AI for Professionals was a great experience. The course explained AI concepts in a clear and simple way, making them easy to understand even without a technical background. I found the real-world examples very helpful, and the course gave me a strong foundation and confidence to understand how AI is used in professional settings. I would definitely recommend this course to anyone interested in learning AI in a practical and approachable way.
By Sarfaraj Haque on 1/2/2026
I completed the Fundamental Guide to AI for Professionals, and it was an excellent introduction to AI. The course explains key concepts like machine learning, deep learning, and generative AI in a way that’s easy to understand without technical jargon. I especially liked the real-world examples that helped me see how AI can be applied in different industries. It boosted my confidence in talking about AI and understanding its impact in a professional setting. Perfect for beginners who want a solid foundation without heavy coding.
By Saptarshi Chandra on 1/1/2026
I completed the Fundamental Guide to AI for Professionals, and it was an excellent introduction to AI. The course explains key concepts like machine learning, deep learning, and generative AI in a way that’s easy to understand without technical jargon. I especially liked the real-world examples that helped me see how AI can be applied in different industries. It boosted my confidence in talking about AI and understanding its impact in a professional setting. Perfect for beginners who want a solid foundation without heavy coding.
By Anindya Biswas on 12/30/2025
I found the Fundamental Guide to AI for Professionals to be a clear and beginner-friendly introduction to AI. The instructor explains concepts like machine learning, deep learning, and generative AI in a simple, easy-to-understand way. It helped me build strong conceptual clarity without needing advanced math or coding skills.
Quality Score
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Overall Score : 86 / 100










