About the Course
Description
This course provides advanced concepts of artificial intelligence. Students will learn in-demand skills such as machine learning, deep learning, NLP, generative AI, and many more. Students will learn to approach problems in a systematic, data-driven way, which can be applied to various real-world challenges beyond just AI. Studying AI and ML can deepen your understanding of human intelligence and cognition, providing insights into how we learn, think, and make decisions.
What will you Learn?
Neural networks and their architecture.
Activation functions, loss functions, and optimization techniques.
Training neural networks using backpropagation.
Image recognition and classification using CNNs.
Transfer learning with pre-trained CNNs.
Sequence modelling and time-series prediction.
Applications in natural language processing (NLP).
Transformer architecture
How GANs work: generator and discriminator.
Skills You Will Develop
Additional Projects
Conceptual Skills
Creativity & Innovation
Logical Thinking
Perseverance
Presentation & Communication Skills
Problem Solving
Eligibility Criteria
Previous knowledge of Python Advanced Course
Your Instructor
Mechatron
With years of hands-on experience in technology, education, and industry applications, your instructor brings a passion for making complex topics simple and accessible. From programming fundamentals to advanced AI systems, each course is designed to be practical, engaging, and beginner-friendly. Whether you're just starting out or looking to level up your skills, you’ll gain real-world knowledge, guided by someone who’s been there and knows how to help you get where you want to go.