You’ll acquire practical experience with state-of-the-art tools and techniques while learning about recent AI research, algorithms, and applications. You may get a solid foundation in these topics without spending a dime thanks to the abundance of online degree courses, tutorials, and guides.
It is no secret that data is a valuable business asset that is becoming more and more significant, with the amount of information being produced and stored globally expanding at an accelerating rate. Of course, gathering data is useless if you don’t do anything with it, however, these massive influxes of data are just impossible to handle without guidance from automated systems. Organizations may gain value from the vast amounts of data they collect by using artificial intelligence, machine learning, and deep learning. These technologies generate business insights, optimize activities, and enhance system capabilities.
Additionally, you are free to study whenever you choose and at your own pace. While some of these resources are created by the top universities in the world, others were put together by seasoned professionals eager to share their expertise. These online degree courses are an excellent place to start, whether you want to pursue a career in artificial intelligence or are just interested in keeping up with the most recent advancements. Here are the best 5 online Artificial intelligence (AI) and machine learning (ML) courses you can enroll in:
1. Stanford University’s AI Course
Simply titled “Machine Learning,” this Coursera machine learning online degree course is completely free to take. Only if you desire a Coursera shared machine learning certification upon completion will you be required to pay. With 11 weeks of study divided into 5-8 readings and videos each week, the course material is a touch more intense than Google’s machine learning course.
This free online degree course does an excellent job of outlining the artificial intelligence philosophy underlying and providing a deeper knowledge of how applications of artificial intelligence and machine learning function. Every course in the professional program is based on lectures and readings from Stanford graduate courses that are offered on campus. The professional online degree courses offer improved assistance from Course Assistants affiliated with Stanford who have all taken the courses and is employed in the industry.
2. Google’s Machine Learning Course
One of the leading companies in artificial intelligence and machine learning online degree courses, Google provides free machine learning courses. The same instruction must be completed by all of their engineers. Although it would be helpful to have a basic understanding of mathematics, computer science knowledge is unnecessary. Despite this, you will discover the fundamentals of subjects like:
- What is a machine learning model?
- Which machine learning model to choose and which machine learning algorithm to utilize?
- Supervised learning, unsupervised learning, and several machine learning training methods are different from each other.
- ML algorithms of several forms.
3. Udacity’s Free AI Course
AI experts Peter Norvig and Sebastian Thrun discussed their experience instructing an online AI online degree course with over 100,000 students in a previous TED talk. Learn to code using the fundamental artificial intelligence principles that underpin everything from DeepMind’s AlphaGo Zero to NASA’s Mars Rover. You will learn how to apply traditional AI algorithms to frequently occurring types in this program. Bayes Networks and Hidden Markov Models will be among the concepts, you master.
The same artificial intelligence online degree course has been loaded, allowing you to understand the fundamentals of AI and its expanding range of commercial applications. For those who wish to pursue them, it qualifies as credit toward their machine learning specialization program, which delivers a machine learning certification, and has an expected completion time of four months.
4. Artificial intelligence from EdX
EdX is renowned for its in-depth and simple-to-follow courses. For the sake of this discussion, their free online degree course in artificial intelligence is excellent. This excellent course covers subjects on machine learning (a subfield of AI) algorithms, data structures, games, and constraint satisfaction issues, as well as applications of AI in robotics and natural language processing. A 12-week developed online degree course from Columbia University is an online degree course. It is free, but for a few hundred dollars, you can add an official certificate. Artificial Intelligence by EdX.
What you’ll uncover
- A description of the history of artificial intelligence, an introduction to intelligent agents,
and creating clever agents (search, games, logic, constraint satisfaction problems).
- Algorithmic learning from machines.
- Artificial intelligence (AI) applications (NLP, robotics/vision).
- Real-world Python programming for AI challenges.
5. Udacity’s Artificial Intelligence for Robotics by Georgia Tech
This course, which is another one that Audacity offers, covers how Stanford and Google program autonomous automobiles. Additionally, it is covered in the previously mentioned Machine – learning Nanodegree Foundation course. The online degree course, which is being taught by Sebastian Thrun as well, will cover SLAM, PID control, Kalman and particle filters, and localization. Start your investigation into the field of robotics software engineering with a hands-on, system-focused approach to ROS and C++-based robot programming.
Additionally, become familiar with and employ localization, navigation, and other software engineering strategies in robotics. You will be expected to have a foundation in mathematical ideas like probability and linear algebra, just like in the other courses mentioned above. Python skills and prior programming experience would also be very beneficial. Make a learning strategy that matches your hectic schedule. Reach your individual objectives on the timetable that works best for you while learning online degree courses at your own pace.