Overview
Deep learning is a subfield of machine learning that focuses on creating artificial neural networks that can learn and make intelligent decisions on their own. It has been successfully applied in a wide range of fields, including computer vision, natural language processing, and speech recognition.
In this course, you will learn the fundamentals of deep learning, including the basics of neural networks, optimization algorithms, and regularization techniques. You will also explore advanced topics such as convolutional neural networks, recurrent neural networks, and deep reinforcement learning. By the end of this course, you will have a solid foundation in deep learning and be able to apply it to real-world problems.
Topics Covered
- Overview of Deep Learning
- Convolutional Neural Networks
- Recurrent Neural Networks
- Autoencoders
- Generative Adversarial Networks
- Transfer Learning
Course Details
Mode of Teaching Available
Classroom and Online, Private and Group teachings available.
Duration of Course
40 Hours Program. (5-6 Weeks)
Prerequisites
Introduction to AI & ML (AIML11)
Certification
Certificate is provided at the end of the program. Certificate is attested by KHDA, Government of Dubai Knowledge and Human Development Authority.
