Artificial Intelligence and Deep Learning

Course overview

Work with neural networks and GenAI using TensorFlow, PyTorch, and Transformers.

What you’ll learn

• •Build and train deep learning models using TensorFlow and PyTorch from scratch.
• •Apply gradient descent, backpropagation, and regularization to optimize neural networks.
• •Design and implement CNN-based solutions for computer vision tasks using OpenCV.
• •Develop NLP models using RNN, LSTM, and GRU for text-based applications.
• •Perform end-to-end model evaluation, tuning, and optimization on real-world datasets.
• •Deliver a production-ready capstone project, demonstrating practical AI and deep learning skills.