AI and Deep Learning: Neural Network Applications is an eight-week online program from MIT xPRO designed for professionals seeking to build practical expertise in one of AI’s most transformative technologies. As organizations increasingly rely on AI-powered systems to analyze data, automate decision making, and drive innovation, deep learning has become a critical capability across industries. This growing adoption has created a need for professionals who can apply deep learning techniques to solve real-world challenges. This program builds the theoretical knowledge and practical skills required to apply deep learning with confidence across diverse organizational and technical contexts. The curriculum explores the foundations of deep learning, including neural networks, machine learning principles, and Python-based implementation, before progressing to advanced techniques. You will gain practical experience building and optimizing neural networks for classification and regression tasks, as well as sequential data processing, while working with key Python libraries. The program also covers transfer learning, convolutional neural networks (CNNs), and recurrent neural networks (RNNs), enabling you to optimize models and apply deep learning techniques to real-world AI challenges.