Once CEO of Tesla and SpaceX Elon Musk compared artificial intelligence (AI) to “summoning a demon” and referred to AI as the biggest existential menace to humanity. However, it’s tough to say whether his concerns over artificial intelligence have any base. What we can say is that artificial intelligence is the next big thing in the world of technology. From automated robots to self-driving cars to NPCs in our games to simple things like AI processing of images in our smartphones, Artificial Intelligence has become an essential part of our daily lives. Fortunately, there are tons of online courses that can not only get you started on AI but also help you become a professional AI expert. To make your life easier, We’ve picked the 10 best Artificial Intelligence courses online that can help you in your learning journey.
1. Machine Learning by Stanford University
Stanford University, one of the world’s leading universities offers a course on Artificial Intelligence and Machine Learning. The course is developed by Andrew Ng, the Man Behind the Google Brain, and includes 56 hours of on-demand content that is aligned over 10 weeks, graded assignments, quizzes. The course begins with basic topics such as Linear Algebra, Linear Regression with Multiple Variables, Logistic Regression, and more and then move onto advanced lectures on Neural Networks, Unsupervised Machine Learning, application of Machine Learning, and more. Users can buy this course on Coursera for $49/month and get an electronic certificate of completion from Stanford University which has its significance.
2. Intro to Artificial Intelligence (Udacity)
Udacity offers a free course on Artificial Intelligence that will help users of all age groups learn the basics of modern AI as well as some of the representative applications of AI. The program begins with the fundamentals of statistics and logic before progressing to discussing more applied, specific uses of AI, including robotics, natural language processing, and computer vision. The course also includes on-demand videos, Interactive Quizzes, to excite users about the numerous applications and huge possibilities in the field of AI. The course is taught by two experienced AI researchers, Peter Norvig and Sebastian Thrun, and is designed to take around four months to finish.
3. Artificial Intelligence A-Z: Learn How To Build An AI
This AI course from Kirill Eremenko, the founder of SuperDataScience will teach how to combine the power of Data Science, Machine Learning, and Deep Learning to create powerful AI for real-world purposes. The course includes 16.5 hours of on-demand video lectures, 17 articles, and 1 downloadable resource and once you complete this course you will also get a “Certificate of Completion”. Though it’s very beginner-friendly but requires a basic knowledge of High School Mathematics and the Python language. The price of the course is ₹360 and it comes along with a 30-Day Money-Back Guarantee. Moreover, users will build an AI, create a virtual self-driving car, understand the theory behind AI, make an AI to beat games, and lots more.
4. PG Diploma in Machine Learning and AI from IIIT-B and upGrad
Online Learning Platform UpGrad in collaboration with renowned IIIT-Bangalore helps students earn a PG Certificate from IIIT-Bangalore while continuing their full-time job. The course covers statistics essentials such as building machine learning models using supervised, unsupervised learning, natural language processing, neural networks, deep learning, graphical models, etc. Moreover, the course includes On-demand Videos & Downloadable Resources, LMS & Online webinars, Organize industry guest lectures, Analytics/Data Science events in-campus, Hands-on coding and projects, etc. The course is 400 hours long and costs ₹2,85,000 (inclusive of taxes). When a course ends, students attempt a proctored online exam, the performance of which adds to the overall GPA.
5. Machine Learning by Columbia University
This course by Columbia University focuses on AI and ML models and methods and teaches you to apply them to real-world situations ranging from identifying trending news topics to building recommendation engines, plotting the path of movie zombies, and ranking sports teams. The course concentrates on both supervised and unsupervised learning techniques so you develop all-around knowledge of Machine Learning and Artificial Intelligence. The online program takes 12 weeks to complete with 8-10 hours of work required every week. This course is available on edX for free, you only have to pay if you want the certificate of completion from Columbia University.
6. IBM AI Engineering Professional Certificate
IBM, a company that has always been at the forefront of AI innovation, in collaboration with Coursera offers an excellent on-demand course on Artificial Intelligence. The course includes the basic concepts of Machine Learning and Deep Learning, including supervised and unsupervised knowledge. Users will learn to use multiple ML and DL libraries such as SciPy, ScikitLearn, etc, and apply them to solve problems involving object recognition and Computer Vision, image and video processing, text analytics, and so on. Users can also earn a certificate by paying $49/month that can help you land good opportunities. If you are willing to work in the AI industry this is one of the best Artificial Intelligence courses online that you can take.
7. Certificate in Artificial Intelligence by Microsoft
Microsoft is one of the leading organizations playing a key role in shaping the future of AI. The organization is providing a free course on AI which anyone can take to start their AI journey. This course consists of 11 courses all of which combine will take you from AI novice to a professional AI developer and requires 2-4 months and in total 224-356 hours to complete. The course commences by introducing you to Python for Data Sciences and then slowly moves onto topics such as Deep Learning, Natural Language Processing, Reinforcement Learning, Computer Vision and Image Analysis, Principles of Machine Learning, and more. After the end of the course, you will receive a certification course from Microsoft which you can use while applying for AI jobs.
8. Artificial Intelligence Engineer Master’s Program By Simplilearn
Simplilearn has partnered with IBM to offer training on skills such as deep learning, machine learning, and programming languages. The course includes on-demand videos & Downloadable Resources, LMS & Online webinars, Organize industry guest lectures, Analytics/Data Science events in-campus, Hands-on coding and projects, Self-paced videos and Live Virtual classes, integrated labs. The Course Fee is ₹44,999 and the duration of the course is one year. At the end of this Master’s Program, the learner receives certificates from Simplilearn for the AI courses on the learning path and IBM for IBM specific courses.
9. Full Stack Machine Learning and AI Program By Jigsaw Academy
Jigsaw Academy offers courses in data and analytics, and believes that it can transform the way not just industries but individuals operate. The course focuses on building a solid foundation and provides additional access to IBM’s ML platforms and Watson via the data science experience and content. Besides, they provide exposure to Python, Keras, TensorFlow, and lots more. The course includes on-demand videos & downloadable Resources, LMS & Online webinars, Organize industry guest lectures, Analytics/Data Science events in-campus, Hands-on coding, etc. The duration of the course is 6 months and the price of the course is ₹ 48,400 plus taxes.
10. Learning From Data (Introductory Machine Learning) – Caltech (EdX)
EdX in collaboration with Caltech offers an Introductory Machine Learning course that covers theory, algorithms, and applications. This Instructor-led on-demand course covers advanced practical applications including creating ML algorithms used to power neural networks. This course balances theory and practice and covers the mathematical as well as the heuristic aspects of Machine Learning and their applications to real-world situations. The course requires 10 Weeks and in total 10–20 hours per week to complete. Though all of the course material is freely available, you can pay ₹3,619 for official certification which you can add to your resume, or post it directly on LinkedIn.
The impressive thing about online learning platforms is there’s something for everyone, no matter their background or goals. While the field of AI is still new and not fully mature yet, taking an artificial intelligence course is an investment that will pay off in the long run, considering how fast the technology is growing and experts in AI are sought after like needles in a haystack. Artificial Intelligence is already dominating the core technology and its influence is only going to increase in the future. Hence, check out these courses and select one to start your AI learning venture.
