Deep Learning
The Deep Learning Specialization is a foundational program that will help you understand the capabilities, applications, and challenges of deep learning and prepare you to participate in the development of leading-edge AI technology.The courses are designed to help you master the fundamentals of deep learning and break into AI.As you progress from beginner to intermediate level, you will master the fundamentals of neural networks and gain hands-on skills to build your own neural networks with real world applications. This includes building and training deep neural networks from scratch, understanding key AI terminologies, algorithms, and techniques, identifying architectural parameters, and applying deep learning techniques with standard optimization algorithms using PyTorch. Additionally, you'll work on a CNN for image recognition, train RNNs, explore NLP, Word Embeddings, and create a simple chatbot.The Deep Learning Specialization is a great way to gain in-depth knowledge of deep learning and become an AI expert. The courses are recommended for learner with at least 3 months of experience in python programming and some hours a week to spare, a foundational understanding of basic mathematics and statistics will enhance comprehension. The courses are flexible and can be taken at your own pace.
