Machine learning is a technological development through which artificial intelligence is applied in such a way that the system is able to learn automatically, and improve without any additional programming. Basically, this is a data analysis method that ensures computer programs develop and learn for themselves.
This field of study is becoming more common, and advanced degrees can be taken to develop yourself further with proper skills. The Master’s programs teach courses based on programming, computer science, artificial intelligence, algorithms, statistics, and involve a lot of research. They may also have different specializations, depending on the school of study and their course work.
Below are the best master’s in machine learning based on parameters such as research area, program duration, awards, research focus and job opportunities you can access.
Carnegie Mellon University
The Carnegie Mellon University is located in Pittsburgh, Pennsylvania, and the program offered here is a Master of Science in Machine Learning. They are ranked number 1 in research related field machine learning and artificial intelligence, according to the U.S. News & World Report 2018. The program lasts 1-2 years, with the major courses as statistical machine learning, data science, statistics, advanced machine learning etc.
The program is focused on data mining, robotics, web and information retrieval, artificial intelligence, machine learning, computer vision. The tracks available include Master of Science in Computer Science, Master of Science in Machine Learning, Masters of Computational Data Science, etc. Cost of tuition for full time students is about $25,500 per semester, however anything less than 36 units is considered part time, and you’re charged at about $709/unit.
Massachusetts Institute of Technology
Massachusetts Institute of Technology, popularly known as M.I.T is located in Cambridge, Massachusetts, and the program offered here is a Masters of Science on Electrical Engineering and Computer Science. It lasts about 2-4 years. There’s only one track available, which is the Masters in EECS, and it focuses on machine learning.
Like most of the other programs in this post, the program is focused on areas like deep learning, NLP, machine learning, web and information retrieval, computer vision etc. The major courses here are high level mathematics, computer architecture and logic design, electrical engineering basis, computer science, etc. Cost of tuition is about $53,450 yearly.
Georgia Institute of Technology
Georgia Institute of Technology is located in Atlanta, Georgia, and the program offered here is an online Masters in Computer Science with a machine learning specialization. It lasts for about 1 to 3 years, with its main courses as statistical machine learning, statistics, artificial intelligence, advanved machine learning, and research.
The program focuses on deep learning, NLO, Artificial Intelligence, data mining, computer science, web and information retrieval, machine learning, etc. Cost of study is at a per credit hour rate of $180.
Stanford University
Stanford University is located in Stanford, California, and the program offered here is a Masters of Science in Computer Science. The program lasts between 3 to 5 years, with the major courses as computer systems, artificial intelligence, mathematical and theory foundations, as well as research and applications. The program is very focused on data mining, machine learning, computer vision, computer science, web and information retrieval, NLP, etc.
It is one of the most highly ranked in research work partaining to Artificial Intelligence and Machine learning. Most of the degree can be completed online, and tuition for each course is $1,352 per unit. Students are required to earn 45 units of credit within five years of their start.
University of Illinois at Urbana-Champaign (UIUC)
The University of Illinois located in Champaign,Illinois offers a Master of Science program in Computer Science. The duration of this program is about 1+ to 3 years. The major courses are electrical engineering, computer science, machine learning, high level mathematics, Artificial intelligence, etc. The areas of focus are NLP, web and information retrieval, computer vision, data mining, artificial intelligence, machine learning, data mining etc.
University of Washington
The University of Washington is located in Seattle, Washington. The programs available here are Master of Science in Data Science, as well as a Masters in Computer Science. The program lasts about one to three years, with its major courses as high level mathematics, applied machine learning, computer architecture and logic design, electrical engineering basis, data science, computer science, Artificial Intelligence, statistical analysis, etc. Here, they also focus on areas like computer vision, NlP,etc, very much so like other universities on this list.
Cornell University
Cornell University is located in Ithaca, New York, and the program available here is a Masters in Computer Science with a specialization in Machine learning. It lasts about 2 – 3 years, with its major courses as applications, mathematical and theory foundations, research, computer systems and artificial intelligence. They pay keen attention to research work here, hence the high ratings.
The program focuses on programming languages and logic, artificial intelligence, scientific computing and applications, machine learning, etc. Cost of tuition is about $29,500 yearly.
University of California – Los Angeles (UCLA)
Just like Its name says, the University of California, Los Angeles is located in Los Angeles, California. The program offered here is a Masters of Science in Computer Science, which lasts for 2 to 4 years. There’s a special focus on machine learning and Artificial intelligence, and the main courses show this. These courses include electrical engineering, computer architecture and logic design, as well as high level mathematics. They also focus on the usual areas like deep learning, NLP, data mining, computer vision, etc.
University of California — Berkeley
The University of California is located in Berkeley, California, and the program offered here is a Masters in Data Science, and a Masters in Electrical Engineering and Computer Science. They are ranked highly when it comes to Machine learning and Artificial Intelligence. The program lasts anywhere from 1 to 3 years, with the major courses being data visualization, data engineering, research design, ethics and privacy, statistical analysis, machine learning, and computer science. The program is focused on NLP, deep learning, machine learning, data mining, computer vision, web and information retrieval, among others.
Columbia University
Columbia University is located in New York City, New York. The program offered here is a Master of Science in Computer Science, and lasts for about 1 to 4 years. The main courses here are computer science, high level mathematics, Artificial Intelligence, machine learning, electrical engineering basis, computer architecture and logic design.
In addition to the usual areas of focus like NLP, computer vision, artificial intelligence, other tracks available include graphics and robotics, computational biology, theory, computer security, network systems, foundations of computer science, and software systems.
There are many schools that offer a Graduate program in Machine Learning and Artificial Intelligence, hence this post has been written to aid your decision making process as you advance your career. See you at the top.
