Deep Learning & Neural Networks – Course Overview

This course is designed to help learners understand and build advanced AI systems using Deep Learning and Neural Networks. You will learn how machines process complex data, recognize patterns, and perform intelligent tasks such as image recognition, speech processing, and predictive analytics.

Through hands-on projects and real-world applications, you will gain practical experience in designing neural network architectures, training deep learning models, and solving complex business and AI challenges.

What You’ll Learn

• Introduction to Deep Learning & Neural Networks
• Artificial Neurons and Network Architectures
• Forward & Backpropagation Techniques
• TensorFlow & Keras Fundamentals
• Convolutional Neural Networks (CNNs)
• Recurrent Neural Networks (RNNs)
• Model Training, Optimization & Evaluation
• Real-World Deep Learning Projects