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The company's AI for Everyone course is intended for individuals with limited technical expertise. The course comprises areas such as the following:
- AI terminology, including neural networks, machine learning, deep learning, and data science
- The capabilities and limitations of AI
- Recognizing how AI may be applied to problems in any given scenario
- The process behind building machine learning and data science projects
- Collaborating with AI teams and building AI strategy in a company
- Navigating ethical and societal discussions of AI
- The business aspects of artificial intelligence
Deeplearning.ai's Deep Learning Specialization is suitable for anyone with basic machine learning knowledge and comprises five courses. The Deep Learning course teaches the foundations of deep learning, how to build neural networks, and machine learning project leadership. It also provides guidance about convolutional networks, recurrent neural networks (RNNs), long short-term memory (LSTM), Adam, Dropout, BatchNorm, Xavier/He initialization, and more.
During the course, participants are given the opportunity to work on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing. They can subsequently put their knowledge to practice in Python and in TensorFlow. In addition, the course offers advice from deep learning experts. Completing the course earns users a Deep Learning Specialization Certificate, which the company claims to have valid resume credibility.
