10 Top-Rated AI Courses for Professionals of All Levels

Posted in /  

10 Top-Rated AI Courses for Professionals of All Levels

Simran Kaur Arora
Last updated on November 27, 2022

    AI is leading the digital space from the forefront. Today, you can see artificial intelligence and machine learning algorithms everywhere, ranging from customer relationship management software and customer service to manufacturing and business analytics.

    Owing to the growing popularity of artificial intelligence , there are many great learning mediums available. This includes books, online and offline courses, webinars, and YouTube videos. In this blog post, we are going to discuss the 10 best AI courses to start or advance in your AI career.

    10 Best AI Courses To Take in 2022

    The following is a curated list of some top AI courses by top-tier online learning platforms that assist you in learning and honing your AI expertise:

    1. Artificial Intelligence: Reinforcement Learning in Python

    Artificial Intelligence: Reinforcement Learning in Python

    By: Udemy

    Level: Intermediate

    Duration: 14.5 hours of on-demand videos

    Instructor: The Lazy Programmer Team

    Certification: Yes

    Mode: Online

    Python is one of the leading options to work with artificial intelligence. The Artificial Intelligence: Reinforcement Learning in Python course is ideal to learn AI and Python.

    As this is an intermediate-level course in artificial intelligence, you need to have a good understanding of calculus, gradient descent, object-oriented programming , supervised machine learning methods, and Markov Models. This AI course guides learners to:

    • Implement 17 types of reinforcement learning algorithms.
    • Apply gradient-based supervised ML methods to reinforcement learning.

    The course thoroughly explains the relationship between reinforcement learning and psychology. Moreover, learners will be able to understand reinforcement learning from a technical perspective.

    The course is developed by Lazy Programmer Inc., which is a website dedicated to AI and machine learning. The complete course on AI is divided into 14 sections and 111 lectures.

    At the time of writing this, the course has been taken by over 42k students and flaunts a 4.6 stars rating, averaging over 9.1k+ reviews. Thus, we can say that it is one of the most popular AI courses available in the market right now.

    Key highlights:

    • It comes with full lifetime access.
    • It is an ideal course to learn the psychology behind reinforcement learning.
    • In addition to English, the course is available in German, Italian, Portuguese, and Spanish languages.

    Sign up here to get started with this course.

    2. The Beginner’s Guide to Artificial Intelligence Unity

    The Beginner’s Guide to Artificial Intelligence Unity

    By: Udemy

    Level: Beginner

    Duration: 10 hours and 48 minutes

    Instructor: Penny de Byl

    Certification: Yes

    Mode: Online

    This beginner-level course combines AI, video game development, and Unity into a single package. It is ideal for learners looking forward to learning and implementing artificial intelligence in video game development.

    The AI course thoroughly explains the process of implementing AI in video games. The Beginner’s Guide to Artificial Intelligence Unity explains designing and programming NPCs with C# in Unity and implementing AI-related Unity Asset plugins into existing projects.

    The entire curriculum of the course is divided into 11 sections and 71 video lectures. The course requires the learners to be familiar with Unity and C# programming .

    The AI game development course is developed by Penny de Byl. She is a passionate professor with over 25 years of experience and an award-winning author. Over 36.5k learners have taken the course so far.

    Key highlights:

    • The course is accessible via phone and TV.
    • In addition to English, the course is available in Portuguese and Spanish languages.
    • It is an ideal course to learn NPCs development with Unity.

    To begin with this course, you can sign up here .

    3. AI For Everyone

    AI For Everyone

    By: Coursera (and DeepLearning.AI)

    Level: Beginner

    Duration: 12 hours

    Instructor: Andrew Ng

    Certification: Yes

    Mode: Online

    This is an ideal course for beginner-level learners who have no technical background. This AI course explains the meaning of common AI terms that includes data science, neural networks, machine learning and deep learning .

    The AI For Everyone course is delivered by Andrew Ng who is a top instructor at Coursera. In fact, he is the founder of DeepLearning.AI and a co-founder of Coursera.

    AI For Everyone clearly distinguishes between what is achievable by AI and what is not. By the end of this AI course, learners will be able to analyze opportunities where artificial intelligence can be leveraged.

    Unlike other artificial intelligence courses on this list, this AI course focuses more on the business aspects of AI. Hence, even engineers and technical people can leverage this course to better understand AI from a business perspective.

    The AI For Everyone course has 35 video lectures and 2 quizzes divided into 4 sections, namely What is AI?, Building AI Projects, Building AI In Your Company, and AI and Society.

    Key highlights:

    • The course is available in many languages, including Arabic, Dutch, Korean, Thai, and Vietnamese.
    • The AI course has been taken by over 788k learners so far.

    To begin with this course, enroll right here .

    4. Building AI Powered Chatbots Without Programming

    Building AI Powered Chatbots Without Programming

    By: Coursera (and IBM)

    Level: Beginner

    Duration: 11 hours approx

    Instructor: Antonio Cangiano

    Certification: Yes

    Mode: Online

    Chatbots are one of the most popular applications of AI. If you’re interested in building chatbots then you must for this course. However, the best thing about this course is that even if you don’t know how to write code, you can still learn to develop chatbots.

    Building AI-Powered Chatbots Without Programming is a beginner-level course from IBM that details using IBM Watson’s NLP capabilities to plan, implement, test, and deploy chatbots. The course is prepared by Antonio Cangiano who is a software developer and technical evangelist.

    The entire course is divided into 7 sections and 12 video lectures. The course also features quizzes that allow learners to self-assess their learning.

    The AI course explains creating chatbots using Watson Assistant and deploying the same to WordPress websites using a plugin.

    Key highlights:

    • It is an ideal course to learn about building chatbots without the need for coding.
    • In addition to English, the course is available in several languages, including Arabic, French, Korean, Spanish, and Vietnamese.

    You can enroll in this course here .

    5. AI Programming with Python

    AI Programming with Python

    By: Udacity

    Level: Beginner

    Duration: 3 months (10 hours/week)

    Certification: Yes

    Mode: Online

    AI Programming with Python is an excellent course for learners who wish to learn about the various popular ML and AI packages and tools available in Python. As such, this AI course covers Anaconda, Matplotlib, pandas, and PyTorch.

    Additionally, the beginner-level AI course also explains calculus and linear algebra, which are fundamental to developing neural nets. The only prerequisite for the course is a basic understanding of algebra and programming.

    The course is accompanied by project development that will help students better learn the concepts that they learn throughout the course.

    The AI Programming with Python course comes with a GitHub portfolio review and LinkedIn profile optimization services.

    Key highlights:

    • This course comes with technical mentor support.
    • It is a flexible AI learning program.
    • It is an excellent AI course to add to your resume and grab the best job opportunities.

    Start learning this course immediately by enrolling here .

    6. Artificial Intelligence Foundations: Neural Networks

    Artificial Intelligence Foundations: Neural Networks

    By: LinkedIn Learning

    Level: Beginner

    Duration: 1 hour 16 minutes

    Instructor: Doug Rose

    Certification: Yes

    Mode: Online

    It is one of the best AI courses to learn neural networks . The entire course is divided into 6 parts:

    1. Introduction
    2. What Are Artificial Neural Networks?
    3. Neural Networks for Machine Learning
    4. Configuring the Neural Network
    5. Using the Neural Network to Find Patterns
    6. Conclusion

    Each chapter of the course follows a quiz that allows learners to self-assess their learning so far. In addition, it comes with 1 project file. At the time of writing this, the course has been taken by 74k+ learners.

    The course instructor is Doug Rose, who is a professional AI instructor and has taught many Fortune 500 companies. It is a part of the Master the Fundamentals of AI and Machine Learning learning path.

    Key highlights:

    • The course is accessible from phone and tablet.
    • A free option for the course is available.

    To get started with this course, sign up here .

    7. Introduction to Watson AI

    Introduction to Watson AI

    By: edX (and IBM)

    Level: Beginner

    Duration: 8 weeks (4 to 8 hours per week)

    Instructor: Rav Ahuja

    Certification: Yes

    Mode: Online

    This is an excellent course to learn the fundamentals of IBM Watson AI. It is a self-paced beginner-level course in artificial intelligence that introduces learners to the basics of AI and Watson machine learning.

    Introduction to Watson AI details how Watson AI services are offered over the IBM Cloud and how organizations leverage the same. The course also explains the most typical use cases of artificial intelligence.

    The course on AI is prepared by Rav Ahuja who is Global Program Director at IBM Skills Network. This program is a part of the Professional Certificate in Foundations of AI and Professional Certificate in Applied AI certifications.

    Key highlights:

    • A free option for the AI course is available.
    • It is offered by IBM.

    Sign up here to start learning with this course.

    8. Artificial Intelligence for Trading

    Artificial Intelligence for Trading

    By: Udacity

    Level: Intermediate

    Duration: 6 months (10 hours per week)

    Certification: Yes

    Mode: Online

    Do you love the stock market and trading? Then you should opt for this course in AI that shows how to apply artificial intelligence to trading. This AI course covers topics ranging from asset management to trading signal generation. With this course on artificial intelligence, learners will champion AI algorithms for trading.

    As this is an intermediate-level course, learners need to have a good understanding of Python, AI, statistics, and algebra. The Artificial Intelligence for Trading course is prepared by Audacity in association with WorldQuant, which is a global quantitative asset management organization.

    With this course, learners will know in detail about:

    • Basic quantitative trading
    • Advanced quantitative trading
    • Stocks, indices, and ETFs
    • Factor investing and alpha research
    • Sentiment analysis with NLP (natural language processing)
    • Advanced NLP with deep learning
    • Combining multiple signals
    • Simulating trades with historical data

    The flexible AI course comes with technical mentor support that will let you stay on track when you come across roadblocks.

    Key highlights:

    • It offers real-world projects developed by industry experts.
    • The course comes with career and student services.

    Get started with this course right away by signing up here .

    9. Data Ethics, AI and Responsible Innovation

    Data Ethics, AI and Responsible Innovation

    By: edX (and The University of Edinburgh)

    Level: Intermediate

    Duration: 7 weeks (3 to 4 hours per week)

    Instructor: Burkhard Schafer, Michael Rovatsos, and Ewa Luger

    Certification: Yes

    Mode: Online

    Data Ethics, AI and Responsible Innovation is an intermediate-level course in artificial intelligence that is intended for learners interested in knowing about the ethical side of AI.

    This AI course looks into the ethical, legal, political, and social issues that arise throughout the data lifecycle. It details many non-technical aspects of artificial intelligence that include data governance, digital rights, ethics and morality, human-data interaction, and responsible research and innovation.

    The course is prepared by Burkhard Schafer, Michael Rovatsos, and Ewa Luger. Burkhard and Michael are professors, and Ewa is Chancellor’s Fellow at The University of Edinburgh.

    Key highlights:

    • It is an ideal course for professionals looking to evaluate ethical issues that they face in their work environment.
    • A free option for the AI course is available.
    • It allows learners to identify and assess the present ethical issues in the data science industry.

    To begin with this course, you can enroll here .

    10. AI for Business Leaders

    AI for Business Leaders

    By: Udacity

    Level: Advanced

    Duration : 4 to 8 weeks (5 hours per week)

    Instructor: William Ross, Luis Serrano, and Josh Bernhard

    Certification: Yes

    Mode: Online

    AI for Business Leaders is an advanced-level course on artificial intelligence that is intended for C-level professionals to strategically implement AI and ML in their business.

    Learners interested in this course require to have a good business experience in addition to a sound understanding of probability and statistics. The course details:

    • The paradigm shift
    • The math behind AI
    • The architecture of AI systems
    • Working with data
    • Accuracy, bias, and ethics
    • Gathering feedback

    Additionally, the course comes with a capstone project that requires learners to develop a fitting ML/AI strategy that is technically feasible and highly impactful.

    The course is prepared by 3 instructors, namely William Ross, Luis Serrano, and Josh Bernhard. William is a Product Manager and Corporate Development Leader, Luis is an AI Engineer at Apple, and Josh is a Data Scientist at NerdWallet.

    Key highlights:

    • The AI course features technical mentor support and career services.
    • It is a flexible learning program.

    You can get started with the course by enrolling right here .

    Conclusion

    AI is one of the leading markets to work in the 21st century. It has the potential to grow bigger over time. Hence, it is an opportune time to get started with artificial intelligence and machine learning.

    The aforementioned courses will allow you to learn AI better and start or advance your career in this lucrative field that is both challenging and rewarding.

    People are also reading:

    FAQs


    It is better to go with a definitive course to learn artificial intelligence as it is a complex field. This article lists some of the best artificial intelligence courses that you can take into account to learn.

    If you planning to learn artificial intelligence or machine learning, you need to have a basic understanding of coding.

    Artificial intelligence is a vast field consisting of various sub-fields. It is hard to learn AI as it is a complex domain itself. More than 93% of automation technologists find themselves less sufficient to deal with new real-world problems that require AI solutions.

    You can start learning AI with books or online courses to learn the fundamentals. Also, you can opt for a BootCamp as you will get an opportunity to work with some real-world projects.

    Yes, AI is the future of the world as most of the digital appliances we use today are developing using AI technology. Also, it is expected that the market for AI will grow to $190 billion by 2025.

    Leave a Comment on this Post

    0 Comments