For example, AI operates the robots that manufacture all sorts of products, electronics and vehicles in factories. Believe it or not, you can even purchase smart guitars with simple AI chips in them that tune the guitar strings for you within seconds. Every time you listen to music on Spotify, AI is learning what you enjoy most and will keep giving you similar tracks based on your taste and style. Sounds cool doesn’t it? Well, if you are a beginner interested in entering the fascinating field of AI, you may be wondering which courses are the best to start with.
Search no further, we’ve got you covered. It’s time to explore seven of the best AI courses for beginners, including features, associated costs and suitability.
Coursera’s “Machine Learning” course, taught by Andrew Ng, is a highly recommended starting point for beginners. Students are provided with a comprehensive introduction to the fundamentals of machine learning, and covers a wide range of topics including linear regression, neural networks, and clustering algorithms.
In addition, it is self-paced, allowing you to learn at your own convenience and schedule, along with hands-on programming assignments in MATLAB or Octave. With over 6 million students enrolled, this course has proven to be a popular choice among beginners.
Cost: $49 per month.
The “Intro to Artificial Intelligence” Nanodegree by Udacity is specially designed for beginners with little to no programming experience. This course provides a solid foundation in AI concepts and techniques, including search algorithms, probabilistic models, and reinforcement learning. It also features interactive quizzes and projects that allow you to apply your knowledge in real-world scenarios. As an added bonus, you receive personalized feedback from experienced instructors, thereby enhancing your learning experience.
Cost: $399 per month.
edX offers an “Artificial Intelligence” course by Columbia University that is suitable for beginners, which covers a wide range of fundamental AI topics, such as search algorithms, optimization, and natural language processing. The course offers video lectures, readings, and quizzes to help you grasp the concepts effectively. Additionally, you will also have the opportunity to work on projects that involve building AI applications.
Cost: Enrollment is free, with the option to receive a verified certificate for $149.
One of the most renowned AI courses for beginners is Stanford University’s “AI for Everyone” program, which is aimed at beginners who want to gain a higher level understanding of AI. This course contains an overview of various AI concepts, such as machine learning, deep learning, and neural networks, without delving into the technical details.
It focuses on the impact of AI on business and society, making it suitable for individuals from non-technical backgrounds. Better yet, the course is self-paced and can be completed in as little as six weeks.
Another biggie in the AI world, MIT Professional Education offers an “Introduction to Deep Learning” course that is well-suited for a novice with some programming knowledge. This course provides a thorough introduction to deep learning, covering topics such as convolutional neural networks, recurrent neural networks, and generative models.
Students are given hands-on exercises and coding assignments using Python and TensorFlow. The course is self-paced and can be completed in approximately 12 weeks. The price is hefty compared to other courses, but getting certified by a mega school like MIT makes it well worth the investment.
Kaggle’s “Intro to Machine Learning with Python” course is a beginner-friendly option for individuals interested in practical applications of machine learning. It covers the core basics of machine learning, including data cleaning, feature engineering, and model evaluation.
Students also receive interactive coding exercises and real-world datasets to help them gain practical experience. Best of all, the course is self-paced, can be completed in just seven hours and is completely free from start to finish, which would get a two thumbs up per anyone’s standards.
Last but not least, IBM’s “Applied AI Professional Certificate” is a comprehensive beginners program worth checking out. This program is designed to equip you with the skills needed to build AI applications, covering topics such as machine learning, deep learning, and natural language processing. Plus, students get to practice with hands-on projects and assessments to reinforce your learning. The program is self-paced and takes around six months to complete.
Cost: $39 per month.