Expert Level 15 Ages 17–40 Online 24 hr Certificate ★ 3.5 (1)
Complete course on AI, Machine Learning & Deep Learning from Zero to Hero (Part 3)
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…
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 you'll 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.
Prerequisites
- Previous knowledge of Python Advanced Course
Skills you'll build
Additional ProjectsConceptual SkillsCreativity & InnovationLogical ThinkingPerseverancePresentation & Communication SkillsProblem Solving
