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.
What courses are included in the Deep Learning specialisation?
- Neural Networks and Deep Learning
- Improving Deep Neural Networks: Hyperparameter tuning, regularization and optimisation
- Structuring Machine Learning Projects
- Convolutional Neural Networks
- Sequence Models
You can find out more about this course at www.coursera.org.
Want to find out more?
Discover all available courses and specializations and find out how you can start learning today at www.coursera.org.
Coursera gives you the ability to learn something new anytime, anywhere. Hundreds of free courses give you access to on-demand video lectures, homework exercises, and community discussion forums. Paid courses provide additional quizzes and projects as well as a shareable Course Certificate upon completion. If you can’t afford to pay for a certificate you can also apply for Financial Aid or a Scholarship. In addition, you can access individual courses for free by selecting the audit course option.