Multi-Backend Deep Learning with Keras Online Courses

Udacity is a private online education platform founded in 2011 with the mission of providing affordable, accessible, and flexible learning opportunities. It specializes in industry-relevant courses and programs, often referred to as "Nanodegrees," designed in collaboration with leading companies such as Google, Amazon, and IBM. Udacity focuses on technology, programming, data science, artificial intelligence, cloud computing, and other in-demand fields. Its innovative approach emphasizes practical, project-based learning, making it a popular choice for upskilling and reskilling professionals worldwide.

This course is designed for developers who want to integrate machine learning into their Python projects. It offers a high-level intuitive understanding of deep learning fundamentals and guides you through coding and training models using Multi-Backend Keras (formerly known as Keras Core)—a new version of Keras that allows users to interact with different popular backend frameworks such as TensorFlow, PyTorch, and JAX. After a brief demonstration of the Keras API, we'll go over what neural networks are and the principles behind training and evaluating them. Next, you'll learn how to leverage powerful deep learning frameworks through the user-friendly Multi-Backend Keras abstraction. Finally, you'll build your own increasingly-complex Keras image classifiers for a self-driving car use case.

Udacity began as an experiment in online learning, offering free university-style courses in subjects like computer science. Over time, it evolved into a robust platform tailored to meet the demands of the modern workforce. Its programs are crafted with input from top industry leaders, ensuring learners gain skills directly applicable to the job market. With a focus on student success, Udacity provides access to personalized mentorship, career services, and a portfolio of real-world projects to showcase expertise. Serving millions of learners globally, Udacity continues to bridge the gap between education and employment in the digital age.