What is machine learning? Machine learning is a field of computer science that gives computers the ability to learn without being explicitly programmed, also know as artificial intelligence aka "AI". In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI.
Coursera is offering a course in machine learning. In this machine learning class, you will learn about the most effective machine learning techniques. You'll learn some best practices in innovation as it pertains to machine learning and AI.
The machine learning course from Coursera provides a broad introduction to machine learning, data mining & statistical pattern recognition. Topics include: supervised learning including parametric and non-parametric algorithms, support vector machines, kernels, neural networks, as well as unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning along with best practices in machine learning including bias/variance theory; innovation process in machine learning and AI. The machine learning course will also draw from numerous case studies and applications, so that you'll learn how to apply machine learning algorithms to building smart robots (perception, control), text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas of machine learning.
What is deep learning? Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on learning data representations, as opposed to task-specific algorithms
Google has rolled out Tensorflow as an open-source software library for machine intelligence and machine learning. Using Tensorflow you can write machine learning applications in Python.
Amazon and Microsoft are also investing into machine learning.
Companies like IBM and Intel are investing in quantum processing chips that can handle AI machine learning and deep learning.
Python programmers should notice growing job opportunities in the area of machine learning.