Hoping to master Artificial Intelligence abilities? You are in the right place. In this quick guide, we review the top AI courses 2021. These free and paid educational programs will help you acquire capability and set you up for a promising profession in artificial intelligence and machine learning.
Artificial Intelligence (AI) is among the trendiest educations one can get today. It has been assessed that by 2030, the AI market will prov more than $15 trillion to the world economy. That said, no one should ignore AI and its disruptive potential. Whether you wish to find a job in AI or simply upgrade your knowledge in this exciting field, getting along with AI technology can boost your professional.
This technology is quickly making its way into traditional businesses. Be it medical care, finance, transportation, entertainment, or retail, pretty much every business is attempting to integrate AI into their structures and cycles.
While Artificial Intelligence isn't the simplest thing topic to learn online (a moment of honesty), the assortment of courses and trainings accessible on the web has grown significantly over the past couple of years.
Most of the courses available in the list below are instructed by best AI instructors, scientists and specialists, and they are regularly offered at heavily discounted rates. Some of these are even accessible for free and are a great way to get started with AI. To help you settle on the correct decision, we've shortlisted some of the top artificial intelligence and courses out there.
Without further ado, here are the best Artificial Intelligence courses in 2021:
Best Free AI Courses
Learn with Google AI
If you want to get started with Artificial Intelligence but don't want to spend a single penny, then Google's free AI education is perfect for you. Developed to educate the general public on core AI skills and broaden the understanding of this unique technology, Learn with Google AI offers a comprehensive collection of courses, guides, and tuts prepared by the company's top experts.
There is a wide array of courses that help to establish a solid understanding of AI and the endless applications of this technology both from a technical and non-technical perspective. The courses available also will provide useful education on Machine Learning, and cover important social-focused thematics concerning ethics and the environment.
Deep Learning for Self Driving Cars | MIT
The objective of this course is to introduce you to programming and machine learning through a series of assignments in which you program different machine learning systems. These systems will include a neural network that’ll recognize images and create self-driving toy cars.
The course has been divided into five different lessons, namely:
- Introduction to Deep Learning and Self Driving Cars
- Deep Reinforcement Learning for Motion Planning
- Learning to Drive: Convolutional Neural Networks for End-to-End Learning of the Driving Task
- Recurrent Neural Networks for Steering Through Time
- Deep Learning for Human-Centered Semi-Autonomous Vehicles
This course covers the use of the MIT DeepTraffic simulator, which gives students the opportunity to teach a simulated car to drive at a busy road without colliding with other users.
Best AI Courses Under $100
Artificial Intelligence A-Z | Udemy
Do you intend to combine the power of Deep Learning, Machine Learning, and Data Science to create a powerful AI for Real-World applications? If yes, then we're confident this course was designed with all your needs in mind.
This program will take you through intuition training and teach you key AI concepts to get you efficiently up to speed with all things AI. Topics covered in the course include:
- How to optimize your AI so it can hit its maximum potential in the real world
- How to merge AI to learn as efficiently as possible
- How to start building AI even if you have no previous coding experience using Python
That said, to streamline your learning curve even further, you will need to be somewhat familiar with Python (the coding language) and have a good head for math.
Artificial Intelligence Course | Standford
The AI Certification by Stanford University is undoubtedly one of the most recommended, if not downright the best machine learning course you can find online. The University doesn’t need an introduction since it has long proved itself a globally leading research and teaching institution. The best part? You can get a completion certificate for less than $100.
This course teaches students how to use AI and other math tools to deal with complex issues. The course series will cover logic, Bayesian networks, constraint satisfaction problems, Markov decision processes, game playing, heuristics, dynamic programming, tree search, and machine learning concepts.
Fundamentals of Deep Learning for Computer Vision | NVIDIA
If you’re a total beginner, this course will start by teaching you deep learning techniques for a wide array of computer vision tasks, after which you will advance to deploying and building deep learning applications for object detection and image classification.
Other things you will learn by the end of the course include how to implement the techniques you have learned on final projects as well as how to modify your neural networks to advance their performance and accuracy.
Deep Learning by Andrew Ng | Coursera
On Coursera, you’ll find a portal labeled DeepLearning.ai. The portal was founded by Andrew NG to act as an educational technology company that develops a global community of AI talents. With that in mind, you’ll find two particularly impressive courses inside the portal.
First, there is Deep Learning by Andrew NG. Created with individuals who are IT-inclined in mind, this specialization will teach students the fundamental AI principles, as well as how to use popular open-source frameworks to implement the principles. This will, in turn, allow students to start building and integrating scalable models into real-world problems.
Artificial Intelligence for Business | Columbia
EdX is another online platform where you can come across lots of highly rated and widely recommended AI and Machine Learning course materials. That said, today’s guide will touch on their free course hosted by Columbia University.
The course offers its students a wide understanding of the basic skills required to build intelligent computer systems and understand how AI can be applied to problems. The course’s advanced-level syllabus will cover topics on constraint satisfaction problems, games, data structures, algorithms, machine learning, NLP, and robotics.
Another thing worth noting is that the course is part of Columbia University’s MicroMasters Program in Artificial Intelligence.
AI For Everyone by Andrew Ng | Coursera
If you’re a non-technical corporate professional, then AI for Everyone by Andrew NG is the best course to help you learn how to create sustainable AI strategies. If you’re a data scientist or machine learning engineer already, then this is the course to suggest to your CEO, VP, or manager if you’d like them to comprehend what it is you can (or cannot) do.
Best AI Courses Under $1000
Artificial Intelligence Nanodegree | Udacity
Take this AI course from Udacity to understand the fundamental algorithms and concepts behind Artificial Intelligence, and even learn how to apply them to distinct real-world problems including sign language recognition, navigation, game playing, and more.
This introductory graduate-level course also offers an in-depth discussion of additional AI concepts such as planning, logic, machine learning, probability, and classical search.
IBM AI Engineering Professional Certificate | IBM
Upon completing this professional course form Coursera, you will not only be able to explain ML algorithms including Dimensional Reduction, Clustering, Regression, and Classification, but you will also be in a position to demonstrate an understanding of Deep Learning models like recurrent networks, recursive neural networks, convolutional networks, restricted Boltzmann machines, and autoencoders.
That said, note that the course pre-requisites you to have a working knowledge of Jupyter Notebooks (like Python for AI and Data Science) and the Python Programming language.
MicroMasters Program in Artificial Intelligence | Columbia University
This program from Columbia University explores the core concepts of AI to help you understand how (and the rate at which) it is transforming the digital world.
The course is 100% online and structured in 4 modules of 12 weeks each: Artificial Intelligence, Machine Learning, Robotics, and Animation & CGI Motion.
Best AI Courses Over $1000
Artificial Intelligence: Business Strategies and Applications | UC Berkeley
Are you ready to implement AI strategies in your company? If so, this short course offered by Berkeley intends to equip you with a nuanced comprehension of AI technologies and their practical effects on different business industries.
The course will also offer significant insights into today’s quickly evolving landscape, as well as the different ways in which you can apply AI strategies within any organization.
By the time you’re done with the course, you will be able to recognize all real-world opportunities, challenges, and threats that AI could present for your industry.
AI Applications for Growth | Northwestern | Kellogg School of Management
This Artificial Intelligence course from Kellog School of Management has been designed with the problems you’re trying to solve in mind (these might be problems in computer interfaces, automation, or customer marketing.)
In both open-enrollment and custom programs, the course will help business executives come up with AI-inspired solutions and also ensure that the students have a clear understanding of how to make those solutions effective.
The Business of AI | London Business School
London Business School is not only a leading global business school, but is also one of the few around the world to boast the triple crown accreditation (AMBA, EQUIS, AACSB.) With that in mind, it’s no surprise that its Business of AI program made it into this detailed enumeration.
As a manager or leader, the course will teach you how to create significant value and solve most (if not all) of your biggest business challenges using AI technologies. You’ll also attain a solid understanding of the limitations and advantages of machine learning (ML) and AI in business settings, which can, in turn, help you communicate effectively with your business’ stakeholders.
The Bottom Line
Artificial Intelligence is rapidly taking over the world. The demand for AI engineers is on the rise as well, so now is the perfect time to attain these incredible skills and take a dive headfirst into the revolution process. All courses above should also help you build your knowledge so you can be able to efficiently discuss AI and machine learning with fellow programmers, both offline and online.