If you want to break into AI, this Specialization will help you do so. Deep Learning is one of the most highly sought after skills in tech. We will help you become good at Deep Learning.
In five courses, you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. You will learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more. You will work on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing. You will master not only the theory, but also see how it is applied in industry. You will practice all these ideas in Python and in TensorFlow, which we will teach.
You will also hear from many top leaders in Deep Learning, who will share with you their personal stories and give you career advice.
AI is transforming multiple industries. After finishing this specialization, you will likely find creative ways to apply it to your work.
We will help you master Deep Learning, understand how to apply it, and build a career in AI.
Coursera
Dive into the world of Neural Networks and Deep Learning with this essential course designed for those looking to harness the power of AI. Learn from the ground up about neural networks, their role in modern AI, and develop the skills needed to construct sophisticated AI systems that are revolutionizing industries worldwide.
Coursera
Embark on a transformative journey into the world of machine learning project structuring with our exclusive online course. Designed for aspiring technical leaders, this course will equip you with the essential skills needed to build successful AI projects and set strategic direction for your team's work. Dive deep into content that has never been taught elsewhere, drawn from real-world experience in developing and deploying deep learning products.
Coursera
Unlock the secrets of achieving high-performance deep learning models by enrolling in 'Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization'. This course, available on Coursera, will guide you through the intricacies of hyperparameter optimization, regularization strategies, and advanced optimization methods. By the end of this course, you'll have a clear understanding of what drives deep learning performance and be equipped with the skills to systematically achieve excellent results.
Coursera
Dive into Sequence Models, an in-depth online course that teaches you to construct advanced algorithms for processing complex sequences in natural language, audio, and beyond. With the rapid advancements in deep learning, these models are now powering groundbreaking applications across various industries.
Coursera
Discover the power of Convolutional Neural Networks (CNNs) with this engaging online course from Coursera. Designed for those new to deep learning, this course will guide you through building effective CNN models and applying them to image data. Explore applications ranging from autonomous driving to face recognition and more.