In the past ten years, there has been great progress in the area of machine learning and artificial intelligence. Machine Learning, which was restricted to academia and only a few industries, is now finding applications in almost all aspects and industries of the business world and human life. Machine Learning algorithms can now translate one human language to others. They can detect cancer. They can identify and track objects in a video. They can predict fraud before it happens. They can recognize speech and generate translated speech in another language. They can predict machine failure in factories. They can solve question papers.
How is that one technology can do so many things? The answer is in their ability to learn from data. Just like humans do. This ability to learn from data gives them an enormous advantage over traditional programs. Machine learning algorithms can handle imperfect and noisy data and still perform well. Their real power is the ability to extract their own logic from the data and apply it to solve the problem.
This course is specifically designed to expose participants to the vast powers of artificial intelligence, machine learning, and deep learning. The course does not assume any prior knowledge of machine learning or deep learning. After completion of the course, participants able to appreciate the power of machine learning and AI, and can formulate business problems as machine learning problems and know how to pick the right approach. They will also learn about real-world aspects of machine learning solution deployment.