15 Best Artificial Intelligence Course & Certification [2021 DECEMBER][UPDATED]

Best AI Courses, Training and Certifications

Our global team of experts has done an extensive research to come up with this list of Best +Free Artificial Intelligence Courses, Certification, Tutorial, and Training available online for 2021. These are relevant for beginners, intermediate learners as well as experts. More than 113,000 students and professionals have already benefited from this compilation. You may want to have a look at the Best Artificial Intelligence Executive Programs as well.


10 Best Artificial Intelligence (AI) Courses Online [2021 DECEMBER][UPDATED]

1. Artificial Intelligence (Northwestern | Kellog School of Management)

This course is created for individuals who are looking forward to learning about strategies and techniques of artificial intelligence to solve business problems. After the fundamental topics are discussed you will go over how AI is impacting different industries as well as the various tools that are involved in the operations for developing efficient solutions. By the end of the program, you will have numerous strategies under your belt that can be used to improve the performance of your organization. You may also want to take a look at the Best Artificial Intelligence Executive Programs.


Key USPs –

– Learn to manage customer expectations and develop AI models accordingly.

– Multiple case studies that allow you to get a better understanding of the challenges faced in the real world.

– Get answers to your queries from a dedicated support team.

– Complete the exercises and get feedback on your performance.

– Work with real-life-based data.

– Pass the exam with at least 80% to earn the certification.


Duration: 2 months, 4 to 6 hours per week

Rating: 4.5 out of 5

You can Sign up Here



2. Post Graduate Certificate Program in AI and Machine Learning (IBM – Purdue University)

Purdue UniversityCreated in collaboration with IBM, this postgraduate program is focused on teaching you all the concepts of artificial intelligence and machine learning. In this program, you will cover some of the most comprehensive concepts of AI and ML, such as statistics, python programming, machine learning, deep learning networks, NLP, and reinforcement learning. During the lectures, you will learn how to build and deploy deep learning models on the cloud with AWS SageMaker while working with voice assistance devices and gaining access to GPD-enabled labs. The program will also provide you with Purdue Alumni Association membership, 25+ hands-on projects, enrollment in Simplilearn’s job assist, and capstone projects.


Key USPs –

– A practical postgraduate program that will take you on a learning journey to help you cultivate your career in AI, Deep learning, and Machine learning

– Learn about multiple AI-based technologies, such as machine learning, deep learning, computer vision, natural language processing, reinforcement learning, and speech recognition

– Master the concepts of Deep Learning that will help you build artificial neural networks and traverse layers of data abstraction with tools like TensorFlow and Keras

– Know about the concepts of NLP, feature engineering, automated speech recognition, speech to text conversion, text to speech conversion, and voice assistant devices


Duration: 12 months, 5-10 hours/week

Rating: 4.7 out of 5

You can Sign up Here


Review: I would give a 5-star rating for the Simplilearn course I took. It helps me understand the content easily through online self-learning videos, and trainers assist us with their enriched knowledge, as well. – Jahanvi



3. Designing and Building AI Products and Services (MIT xPRO)

If you work in the AI field and want to gain advanced capabilities, this program can help you. Created by skilled professionals of MIT xPRO, this curriculum will enable you to learn the design philosophies and applications of AI across various industries. You’ll learn how to build an AI-based product proposal and represent it to the internal stakeholders or investors for funding. Besides, you’ll gain a solid understanding of how deploying the right AI technologies can help you automate routine tasks quickly while gaining insights via data analytics. The curriculum offers insights and examples from renowned MIT faculty and a professional certificate to showcase your knowledge and skills.


Key USPs –

– A well-structured program to help you learn the various stages of designing AI-based products with a broad understanding of data analytics

– Gain knowledge of the fundamentals of the machine and deep learning algorithms while applying the insights to solve practical problems

– Improve your overall understanding of AI technology fundamentals and tools while exploring multiple design processes

– Learn to differentiate between machine learning algorithms, design AI products to solve organizational issues, and apply machine learning methods

– Be able to assess multiple AI opportunities in various fields like healthcare, IT, and education


Duration: 8 weeks, 6 hours/week

Rating: 4.6 out of 5

You can Sign up Here



4. Machine Learning AI Certification by Stanford University (Coursera)

Stanford Coursera CourseIf learning Machine Learning is on your mind, then there is no looking further. Created by Andrew Ng, Professor at Stanford University, more than 2,612,800 students & professionals globally have enrolled in this program, who have rated it very highly. This course provides an introduction to the core concepts of this field such as supervised learning, unsupervised learning, support vector machines, kernel, and neural networks.  Draw from numerous case studies and applications and get hands-on to apply the theoretical concepts to practice. By the end of the classes, you will have the confidence to apply your knowledge to real-life scenarios. You may also like to have a look at some of the best machine learning courses.


Key USPs-

– Understand parametric and non-parametric algorithms, clustering, dimensionality reduction among other important topics.

– Gain best practices and advice from the instructor.

– Interact with your peers in a community of like-minded learners from all levels of experience.

– Real-world based case studies give you the opportunity to understand how problems are solved on a daily basis.

– The flexible deadline allows you to learn at your convenience.

– Learn to apply learning algorithms to build smart robots, understand text, audio, database mining.


Duration: 55 hours

Rating: 4.9 out of 5

You can Sign up Here


Review : This course provides a thorough, end-to-end immersion into the world of machine learning. Not only does it cover clear explanations of theory, but it also highlights practical pointers and words of caution. Highly recommended course.



5. Artificial Intelligence: Business Strategies and Applications (Berkeley ExecEd)

Berkeley ExecEdThis course is designed for senior leaders, managers, and functional business heads who are interested in exploring AI opportunities across their business functions. This program will introduce you to basic applications of AI, its capabilities, and potential while offering in-depth information about automation, machine learning, and robotics. It consists of eight different modules focused on various concepts, such as Machine Learning, AI Strategy, Key Applications, Neural Networks, etc. At the end of the program, a capstone project will be given to you to showcase what you have learned so far in the course. Completing the capstone project will make you eligible to receive the certificate of completion.


Key USPs –

–  Designed with a hands-on approach that will help you build a bridge between engineering and technical aspects of AI with business applications

– Learn how to organize and manage successful AI application projects while avoiding pitfalls associated with these new technologies

– Grasp the technical aspects of AI so that you can communicate effectively with technical teams and colleagues

– Build your leadership credibility by obtaining a certificate of completion from UC Berkeley Executive Education

– Gain continuous support and assistance from the world-class faculty who will help you understand the critical concepts


Duration: 2 months, 4-6 hours/week

Rating: 4.6 out of 5

You can Sign up Here



6. IBM AI Engineering Professional Certificate (Coursera)

If you want to be a part of the fast pacing field, artificial intelligence, then this professional certification program can open the right path for you. This program consists of six different courses that will provide you with a practical understanding of Machine learning and Deep learning concepts. In this course, you will learn the fundamental concepts of ML and Deep learning with both supervised and unsupervised learning. This course is designed by an experienced faculty of IBM to help individuals cover every essential topic related to artificial intelligence. Only after finishing all the six courses, you will be able to receive a professional certificate in AI Engineering.


Key USPs –

– Learn how to utilize the popular machine learning and deep learning libraries like SciPy, ScikitLearn, PyTorch, etc.

– Learn how TensorFlow is applied to industry problems involving text analytics, object recognition, natural language processing, and other types of classifiers

– Dive into the individual concepts of machine learning with an approachable and professional programming language, Python

– Obtain the skills to scale data science and machine learning tasks on Big Data sets using Apache Spark

– Be able to build, train, and deploy different types of deep architectures, as well as convolutional networks, recurrent networks, and autoencoders


Duration: 3 months

Rating: 4.7 out of 5

You can Sign up Here



7. Artificial Intelligence Courses (Udemy)

If you want to access all the relevant and best courses on artificial intelligence, then Udemy is the best resource for you. It offers a list of numerous AI courses, focused on expanding your skills and make you an expert in this field. Amongst these courses, the best-sellers are Artificial Intelligence A-Z: Learn to Build AI, Deep Learning and Computer Vision A-Z, Artificial Intelligence: Reinforcement Learning in Python, and Advanced AI: Learning in Python. Taking these courses will not only provide you with the fundamental concepts of AI, but you will be very well equipped with the significant aspects and techniques of artificial intelligence. More than that, all of these courses are available with a 30 days free trial, so you can review each session carefully, and then select the desired course.


Key USPs –

– A massive list of AI courses to choose from, each of which is designed to give you in-depth knowledge of basics as well as advanced concepts

– Developed and reviewed by expert instructors of AI who will assist you at every stage of learning

– Avail multiple video lectures, notes, quizzes, and practice exams to review your skills and test your knowledge in the subject

– Learn skills like Python programming, machine learning, deep learning, neural networks, TensorFlow, and much more


Duration: Self-paced

Rating: 4.7 out of 5

You can Sign up Here



8. AI For Everyone by Andrew Ng (Coursera)

deeplearning coursera courseArtificial intelligence is considered to be one of the more complex topics in technology but its use in our daily lives cannot be overstated. So if you want your organization to become better at using this technology then this program is worth a look. In the classes, you will learn the meaning behind basic and crucial terminologies, what AI can do and cannot do, spot opportunities to apply AI solutions to problems in your organization and more. By the end of the lectures, you will be proficient in the business aspects of AI and apply them aptly in relevant situations. The course is created by Andrew Ng, the pioneer in the field of artificial intelligence, and the founder of Coursera.


Key USPs-

– Understand what it is like to build machine learning and data science projects.

– Work with an artificial intelligence team and build a strategy in your company.

– Navigate ethical and societal discussions surrounding this field.

– The lessons do not require any prerequisites, hence it can be taken by anyone with any level of experience.

– The deadlines of the classes can be adjusted as per your convenience.


Duration: 4 weeks, 2 to 3 hours per week

Rating: 4.9 out of 5

You can Sign up Here 


Review : It’s a fantastic course by Andrew. Everyone should take it to understand how AI can impact any software system.



9. Applied Machine Learning Certification Program (Purdue University)

Purdue UniversityIdeally designed for working professionals and graduates, this applied machine learning program will provide real-world insights into machine learning applications. Enrolling in this subjective program will help you learn about the basics of Python programming, data operations, shell scripting, conditional statements, and the Django framework. You’ll gain knowledge of essential topics like feature engineering, time series modeling, recommendation systems, feature selection, and decision tree. The program will be delivered via 8X higher live interaction with 48 hours of live online classes by industry experts. After concluding the program, you’ll receive a digital certificate of completion signed by Purdue University.


Key USPs – 

– A comprehensive program designed by skilled professionals of Purdue University to help you gain adequate knowledge of machine learning

– Cover essential data science and machine learning concepts like data analytics, data wrangling, Python, statistics, and much more

– Get access to world-class instruction, outcome-centric boot camps, video sessions, assignments, and hands-on projects

– Gain real-world insights into machine learning applications with real-world projects guided by industry experts

– Improve your job hunting with the Simplilearn Job Assist program with access to resume assistance and career mentoring


Duration: 6 months, 8 hours/week

Rating: 4.5 out of 5

You can Sign up Here


Review: I really liked the trainer. He is very patient, well organized, and interactive. I had an awesome learning experience with Simplilearn that was beyond my expectation for an online classroom. – Deboleena



10. Machine Learning: Fundamentals and Algorithms (Carnegie Mellon University)

Created in collaboration with Carnegie Mellon University’s School of Computer Science Executive Education, this advanced program is intended to help you enhance your skills in machine learning and artificial intelligence. Joining this pragmatic curriculum will provide you with the technical knowledge and analytical methods required to train yourself for the next generation of innovation. You’ll learn how to use various concepts from probability, linear algebra, statistics, and optimization to determine and refine machine learning algorithms’ inner workings. During the video classes, you’ll also get access to bite-sized learning, Python coding exercises in each module, knowledge check, and much more.


Key USPs –

– A comprehensive learning program ideally designed for individuals who have Python programming experience and want to expand their knowledge in ML algorithms.

– Learn how to work with analytics in a data-dense environment with the responsibility of publishing reports.

– Learn how to synthesize machine learning components to generate functional tools for the prediction of unseen data.

– Be able to implement and analyze learning algorithms for classification, regression, and clustering.

– Involve yourself in the peer discussion sessions to resolve your queries and learn more about AI & ML.


Duration: 10 weeks, 5-10 hours/week

Rating: 4.6 out of 5

You can Sign up Here



11. Deep Learning by Andrew Ng (Coursera)

deeplearning coursera course

If you want to jumpstart a career in AI then this specialization will help you achieve that. Through this array of 5 courses, you will explore the foundational topics of Deep Learning, understand how to build neural networks, and lead successful ML projects.  Along with this, there are opportunities to work on case studies from various real-world industries. The practical assignments will allow you to practice the concepts in Python and in Tensorflow. Additionally, there are talks from top leaders in the field that will give you motivation and help you to understand the scenarios in this line of work. In case you are interested, you may also want to check out Best Python Courses.


Key USPs-

– Learn about convolutional networks, RNNs, BatchNorm, Dropout and more.

– The lessons will help you to learn different techniques using which you can build models to solve real-life problems.

– Real-world case studies in fields such as healthcare, autonomous driving, sign language reading, music generation, and natural language processing are covered.

– Gain best practices and advice from industry experts and leaders.

– Complete all the assessments and assignments as per your schedule to earn the specialization completion certification.


Duration: 3 months, 11 hours per week

Rating : 4.7 out of 5

You can Sign up Here


Review : Course content is very good. Andrew Ng’s style of teaching is phenomenal. He has a knack for uncomplicating an otherwise complex subject matter. Highly recommended for anyone who is trying to understand the fundamentals of neural networks and deep learning.



12. Introduction to Artificial Intelligence by IBM (Coursera)

Offered by IBM, this introductory course will guide you to the basics of artificial intelligence. With this course, you will learn what AI is and how it used in the software or app development industry. During the course, you will be exposed to various issues and concerns that surround artificial intelligence like ethics and bias, and jobs. After completing the course, you will also demonstrate AI in action with a mini project that is designed to test your knowledge of AI. Moreover, after finishing the project, you will also receive your certificate of completion from Udacity.


Key USPs –

– Learn and understand AI concepts and useful terms like machine learning, deep learning, and neural networks

– No prior knowledge of programming or computer science required to enroll in this course

– Get advice from experts about learning artificial intelligence better and how to start a career in this growing field

– Be eligible to enter into other classes and programs like AI Foundations, IBM Applied AI professional certificate after finishing this course

– 100% flexible course with no deadlines and freedom to study from your own pace


Duration: 4 weeks, 1-2 hours/week

Rating: 4.7 out of 5

You can Sign up Here



13. The Business of AI (London Business School)

This is a 5-week online e-learning program that focuses on teaching you the fundamental concepts of AI and how it can effectively transform your business. It is ideally designed for managers and executives involved in making business decisions about the adoption and use of AI technologies. In this curriculum, you will gain a solid understanding of AI technology’s various characteristics and clarity regarding the business challenges in your organization. The program is distributed into three phases: a step-by-step process to help you learn about artificial intelligence and business transformation. After concluding the entire program, you will also earn a digital certificate signed by London Business School.


Key USPs –

– A valuable program to help you stay up-to-date with AI technology trends, understand different applications of AI, and learn how to implement it in your business to reduce costs.

– Learn how to use tools for developing a relationship with early customers and managing cash flows with a pay-in-advance model.

– Be able to examine positive and negative experiences that you may encounter while applying AI applications in your organization, and learn how to anticipate and prevent potential problems.


Duration: 10 weeks, 3-5 hours/week

Rating: 4.5 out of 5

You can Sign up Here



14. TensorFlow for Artificial Intelligence by deeplearning.ai (Coursera)

deeplearning coursera courseIf you are a software developer or have some prior experience with coding and are looking forward to building on those skills then this certification is worth a look. These classes show you the techniques to implement the foundational principles of machine learning and deep learning using TensorFlow and build scalable models to solve real-world problems. By the end of this program, you will have the practical skills to come up with scalable solutions for these problems as well as apply for relevant job profiles. Don’t forget checking out the compilation of Best Tensorflow Courses.


Key USPs-

– This lesson can be taken by anyone who has prior experience in Python.

– The instructor helps you to work with the fundamental features with the help of examples.

– Build a basic neural network and train it for a computer vision application.

– Understand how to use convolutions to improve your neural network.

– The training consists of tips and techniques along with assessments.


Duration: 4 weeks, 4 to 5 hours per week

Rating: 4.6 out of 5

You can Sign up Here  


Bonus Courses

10 Best Artificial Intelligence (AI) Certification Online for 2021

Free Artificial Intelligence Courses (edX)

If you are looking for free artificial intelligent courses, then edX is providing free online courses and tutorials entirely focused on AI, machine learning, and robotics. The specialty of these courses is that all of them are designed and created by top institutions in the world like Harvard, Columbia, Microsoft, and others. From computer vision and image analysis to robotics: kinematics and mathematical foundations, you can choose any topic that you want to learn and expand your career with. And if you pay a small fee after completing the course, you can even obtain your certificate of completion in the specific course.


Key USPs –

– A variety of courses to choose from based on your knowledge and requirements that will help you learn core concepts

– Know about the fundamentals of AI, Machine Learning, Robotics, and how they are useful in the upcoming time

– Understand computer science, math, psychology, natural language processing, neuroscience, data science, and many other disciplines

– Learn how to manipulate robotic arms, represent 2D and 3D spatial relationships, and explore unsupervised learning techniques

– Take guidance and help from instructors of top institutions who will assist you at every step of learning


Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here



15. Artificial Intelligence: Implications for Business Strategy (MIT Management Executive Education)

MIT Management Executive Education1If you want to gain the confidence and skills to integrate AI into your organization, this program is an ideal choice. Enrolling in this subjective curriculum will provide you with a practical grounding in AI and its business applications while giving you all the knowledge and confidence you need to transform your organization into a sustainable enterprise. The classes are created by skilled professionals of MIT Executive Education who have trained multiple individuals in implementing AI technologies. The curriculum covers six learning outcomes focused on specific areas of AI, such as NLP, Robotics, and the Future of Artificial Intelligence. After concluding the program topics, you’ll be able to develop and implement AI applications to your business processes.


Key USPs –

– A step-by-step guide designed to teach you the fundamental concepts of AI and its business applications to better business strategies

– Learn to gain strategic advantage by using different kinds of intelligence and how to evaluate the appropriateness of a business application

– Be able to build a framework for an organization to gain strategic advantage with artificial intelligence

– Gain relevant competencies and earn valuable recognition from an international selection of universities


Duration: 6 weeks, 6-8 hours/week

Rating: 4.5 out of 5

You can Sign up Here



Artificial Intelligence Graduate Certificate (Stanford Online)

Stanford School of Engineering provides excellent courses related to AI, ML, etc., and this graduate certificate is also focused on artificial intelligence. Enrolling in this program will provide you with the foundation and advanced skills in the principles and technologies that come under artificial intelligence. You will learn about logic, probabilistic models, knowledge representation, and machine learning. The instructor, Andrew Ng, is one of the best professors at Stanford who is leading the artificial intelligence revolution. He will assist you personally in every class to resolve your queries and make you understand the topics more clearly. After completing this graduate program with given projects, you will earn your certificate of completion.


Key USPs –

– One of the best courses provided by Stanford School of Engineering that is focused on providing an excellent knowledge of core concepts of AI

– Guide you to different subjects that are included with or related to the field of AI, such as machine learning, deep learning, etc.

– Gain guidance and support from expert instructors who have been teaching Artificial intelligence for a long time

– Learn topics in-depth with courses available in different areas, such as robotics, natural language processing, and vision

– Study from your own pace without any deadlines


Duration: 1-2 years

Rating: 4.5 out of 5

You can Sign up Here



Professional Certificate in AI and ML (MIT Professional Edu.)

If you are looking for a professional and trustworthy platform to begin with your artificial intelligence learning, then this program from MIT Professional Edu is the best option for you. Taking this program will help you learn in-person from the experienced faculty of MIT University and leading industry practitioners. With this program, you will be able to learn essential concepts and skills that are required to develop effective AI systems, as well as you will be able to tackle the challenges that are posed by AI in the workplace. It consists of four different short programs, completing which will provide you with a professional shareable certificate.


Key USPs –

– Guide you through the latest advancements and technical approaches in AI technologies like natural language processing, deep learning, and predictive analytics

– Learn about algorithmic methods that will help you improve your knowledge and skills in artificial intelligence

– Understand how to apply cutting-edge, industry-relevant knowledge in machine learning and artificial intelligence

– Get continuous updates on faculty research, new programs, and MIT initiatives via a daily newsletter


Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here



Learn AI from ML experts at Google (Google)

It is a fact that AI and ML are the fastest-growing field in today’s world but it can come off as intimidating o beginners. So irrespective of whether you are a complete novice or seasoned ML practitioner, this platform will provide you with relevant information and exercises to help you develop your skills and advance your projects. If you are not sure where to start then begin by defining your current experience level, the type of content that you are looking for and the stage of ML development and the website will suggest appropriate material for you.


Key USPs-

– Well designed content and all the topics are covered elaborately.

– The content helps you to work on the fundamental techniques with the help of examples.

– Plenty of opportunities to implement the skills covered in the lessons and using real-world tools and real-world datasets.

– Discover the collection of tools and project-oriented featured resources.

– The classes contain tips and techniques along with assessments.


Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here 

Artificial Intelligence A-Z: Learn How To Build An AI (Udemy)

This comprehensive course is designed to teach you the concepts of AI from scratch. The good thing is that no prior experience is required for this program so it can be taken by anyone irrespective of their expertise level. Start by learning to code self-improving AI for a range of purposes by using downloadable code templates available in the material. Learn the methods to build effective solutions and understand the ‘why’ of every step along with the ‘how’. Upon the end of the certification, you will be able to optimize your AI solution to reach its full potential.


Key USPs-

– As this is a beginner level course, therefore this course is perfect for learners with little or no basic programming experience.

– Concepts covered include deep convolutional Q-Learning, the theory behind Artificial Intelligence and more.

– Build a virtual self-driving car and to optimize it.

– Continuous support from the instructors and doubt clarification.

– 113 Lectures + 14 Articles + Full lifetime access

– Complete guidance to perform all the necessary configuration and installations.


Duration: 16 hours

Rating: 4.4 out of 5

You can Sign up Here


Review : “Very engaging, interesting and relevant material. The theory instructor is simply amazing. The practical instructor is not bad too. Thank you for not “teaching” Python, and going instead right to the point. The one slightly bad thing is the code. It is very poorly commented and the styling standards are not amazing. Can’t say if that a bad thing because I rewrote and commented most of the code; it made me understand everything to the perfection. Keep it going guys!” -Radu Raicea



Advanced AI Tutorial: Deep Reinforcement Learning in Python (Udemy)

This is your comprehensive guide to Mastering Artificial Intelligence using Deep Learning and Neural Networks. You will learn how to build various deep learning agents, use advanced reinforcement learning algorithms for a variety of problems, understand Reinforcement Learning with RBF Networks and also use Convolutional Neural Networks with Deep Q-Learning. In order to sign up, it will be ideal if you know reinforcement learning basics, MDPs, Dynamic Programming and/or TD Learning. Want to go deeper in Deep Learning, check out some of the best Deep Learning Certifications.


Key USPs –

– 10,000+ students have taken up this program so far and they look deeply satisfied with the teachings.

– The trainer is much renowned and popular for his teaching methods

– Course updated very regularly to ensure participants get the best knowledge on the subject


Duration: 7 hours

Rating: 4.7 out of 5

You can Sign up Here


Review – Well put together and a great learning experience. State of the art techniques and each topic comes with a coding example to show how its used. Definitely a good way to spruce up your deep learning skills. – Freddy Shau



IBM Data Science Professional Certificate (Coursera)

This certification consists of a series of 9 courses that help you to work on the skill set that is required to pursue a career in Data Science or Machine learning. The lectures cover a wide range of topics including data visualization, analysis, libraries, classification, and open source tools and libraries. Along with this, the lessons talk about how the algorithms and models can be used in real-life scenarios. Upon the completion of the program, you will have a portfolio that can be showcased to plunge into an exciting profession. Do have a look at some of the Best Data Science Courses out there.


Key USPs-

– Earn a professional certificate as well as a digital badge from IBM in recognition of your proficiency.

– Uncover the insights and trends that have been around since ancient times.

– Learn about the utility of each tool and use them to work on hands-on lessons.

– Form a concrete business or research problem, collect and analyze data, build a model, and understand the feedback after model deployment.

– Anyone interested in developing skills and experience to pursue a career in this field can enroll in this class.


Duration: 2 months, 12 hours per week

Rating: 4.6 out of 5

You can Sign up Here 



Artificial Intelligence Course: Reinforcement Learning in Python (Udemy)

The trainer of this program is a data scientist, big data engineer as well as a full-stack software engineer! With a master’s in computer engineering and a specialization in machine learning, he is best suited to teach you AI using Python. You will learn to apply gradient-based supervised methods to reinforcement learning, understand the relationship between reinforcement learning and psychology, and understand reinforcement at a technical level. You will need to have experience with few supervised machine learning methods and good object-oriented programming skills in order to attend this course.


Key USPs –

– Regularly updated course so you get the latest information on the subject

– Includes 8 hours of on-demand video available online for a lifetime

– Innumerous 5-star ratings from participants


Rating : 4.6 out of 5

You can Sign up Here


Review – “Learnt a great deal about implementing reinforcement learning algorithms, the course introduces reinforcement learning in a very neat and structured manner, which helps a learner easily understand the pros and cons of each approach.” – Bhavesh Parmar



Become an AI Product Manager Nanodegree Certification (Udacity)

If you want to learn how AI can be used to become a product manager, then this nano degree program offered by Udacity is for you. In this program, first, you’ll be introduced to AI in businesses, creating a dataset, building a model, and then create an AI product manager. Apart from the course content, you’ll also get access to a technical mentor who will guide you at every stage of the course to help you learn and understand topics more effectively. Also, a nano degree certification will be provided to you after you complete the course and finish the projects involved in it. You may be interested in checking out a list of Best Product Management Certification Online.


Key USPs –

– Learn from a team of expert instructors who designed this course keeping end-user requirements in mind

– Gain foundational knowledge of machine learning and artificial intelligence, and learn how to develop a business case for an AI app

– Learn how to create a high-quality data set and how data fits in a particular use case

– A flexible learning program that allows you to learn from your own pace without any deadlines

– Avail resume services, LinkedIn profile review, GitHub review, and interview preparation classes


Duration: 2 months, 5-10 hours/week

Rating: 4.6 out of 5

You can Sign up Here



Artificial Intelligence Nanodegrees (Udacity)

Artificial Intelligence has become one of the fastest-growing and most transformational technologies of this era, and there will be many opportunities for individuals in the coming future. Therefore, if you are willing to make a career in AI, Udacity is offering the school of AI program that will guide you to different concepts of Artificial Intelligence and Machine Learning, such as introduction to AI products, Annotating datasets, Training ML models, Introduction to Machine Learning, Deep learning, and much more. There are many Nano degree programs involved in this course, covering various concepts; you can select the program that best fits your needs. Apart from that, there are some free courses also available with Udacity, which include Intro to AI, Intro to ML, Secure and Private AI, A/B Testing, etc. If you are interested, we also have a compilation of the best computer vision courses.


Key USPs –

– One of the best platforms to get started with free AI and ML courses

– Get a 1-on-1 technical mentor who will guide you to learn every concept deeply and answer your queries while keeping you motivated

– Learn from your own pace with flexible learning program and easy monthly payments

– Access real-world projects designed by industry experts to master your tech skills

– Get a Certification of Completion with every course that you complete


Duration: Self-paced

Rating: 4.8 out of 5

You can Sign up Here



Python for Everybody by University of Michigan (Coursera)

Over the years Python has become a language that can be used to implement various ideas in the numerous areas of artificial intelligence such as deep learning, machine learning, reinforcement learning and more. This specialization will introduce you to the foundational programming concepts including data structures, networked application program interfaces, and databases using Python. After the completion of all the core concepts, you will get the opportunity to work on a final project and implement the skills you have acquired throughout the lectures.


Key USPs-

– As this is a beginner level course, therefore this course is perfect for learners with little or no basic programming experience.

– Implement the concepts covered in the lessons by writing your first Python program and experimenting with the different techniques.

– The lectures are designed in a fun and interactive manner which makes it engaging and can be used to solve complex challenges.

– The program is divided into a series of 5 courses with an increasing level of difficulty.

– Create applications for data retrieval and processing.

– Understand the basics of SQL and database design.


Duration: 4 months, 11 hours per week

Rating: 4.8 out of 5

You can Sign up Here 



Artificial Intelligence for Beginners – Free Course (LinkedIn Learning)

This training will introduce you to the crucial concepts of artificial intelligence. Commence with understanding the difference between strong and weak AIs before jumping into some of the more central topics. The instructor will show you the different approaches to AI including different subtopics such as deep learning and machine learning and their practical implications. Additionally, there are lectures that show you how to integrate AI with technologies such as big data. By the end of the training, you will be proficient in the various skills and techniques required to solve artificial intelligence challenges.


Key USPs-

– Well designed content and all the topics are covered elaborately.

– The instructor helps you to work with the fundamental features with the help of examples.

– Plenty of opportunities to implement the skills covered in the lessons and detailed instructions regarding how to work using the exercise files.

– You can view the lessons online as well as offline with the ‘view offline’ option.

– The training is divided into tips and techniques along with assessments and the program can be availed for free.

– The viewers of this training include students, software developers, project managers, research fellow and more.

– The content of the videos exercises files and other study materials can be accessed for free for the first month of signing up on the platform.


Duration: 1 hour 27 minutes

Rating: 4.6 out of 5

You can Sign up Here 



Deep Learning by IBM (edX)

Throughout this professional certificate program, you will learn and excel at Deep Learning skills through a series of hands-on assignments and projects. Available on renowned learning platform edX, the course will culminate into a Deep Learning capstone project that will help you showcase your applied skills to prospective employers. Among other things, you will learn fundamental concepts of Deep Learning, including various Neural Networks for both supervised and unsupervised learning. You will also learn how to build and deploy different types of Deep Architectures including Convolutional Networks, Recurrent Networks as well as Autoencoders. The trainers of this program are Joseph Santarcangelo, PhD., Data Scientist IBM; Alex Aklson, Ph.D., Data Scientist at IBM and Saeed Aghabozorgi PhD, Sr. Data Scientist IBM.


Rating : 4.6 out of 5

You can Sign up Here



Machine Learning Certification from University of Washington (Coursera)

University of WashingtonLeading researchers from the University of Washington have put together this training. Learn all about Prediction, Classification, Clustering among other key areas. It is created and taught by Emily Fox, Amazon Professor of Machine Learning and Carlos Guestrin, Amazon Professor of Machine Learning. This is an intermediate specialization and you should ideally have preliminary knowledge before signing up.


Key USPs –

– Ideal specialization to level up in your machine learning game

– Course accredited to the University of Washington

– Teachers are both Amazon Professors

– A Certificate offered after the course completion


Duration: 5 months

Rating: 4.6 out of 5

You can Sign up Here


Review – Excellent course, really appreciate the your hard work in creating easy to follow course, very good slides and presenting information and explanations step by step…. oh and also love the on-screen chemistry between both of you and engaging style with students. It has been an enjoyable course. Please keep up the good work.



Artificial Intelligence Certification: Learn How To Build An AI (Udemy)

This course that has been attended by close to 50,000 students so far combines the power of Data Science, Machine Learning and Deep Learning to help you create powerful Artificial Intelligence for real applications. Created by Hadelin de Ponteves and Kirill Eremenko, they have taught over 500,000 students between them! You will learn how to build an AI, make a virtual self-driving car, make an AI to beat games and also demystify AI models Q-Learning, Deep Q-Learning and Deep Convolutional Q-Learning. All you need to know in order to sign up is High School Mathematics.


Key USPs –

– You can learn AI without prior coding experience as well through this program.

– The course comes with 17 hours of on-demand online video, 15 articles, and 7 supplemental resources.

– The trainers have combined experience of teaching 500,000+ students

– Learn aspects of data science, machine learning and deep learning in one course


Duration: 17 hours

Rating: 4.3 out of 5

You can Sign up Here


Review – This is an extraordinary course and is exactly what I was looking for, as the instructors not only give a thorough explanation of deep Q-Learning, their model of the Self-Driving car and how they enjoyed it as it learned had me laughing, and the part of the level of the AI playing Doom was fantastic. – JR Adams



Artificial Intelligence Course with Python (Udemy)

One of the best online instructors of Machine Learning, Data Science and Artificial Intelligence is Frank Kane. In this tutorial, he will teach you about neural networks, artificial intelligence, and machine learning techniques. Having worked at Amazon and IMDb, Frank has developed quite a rich experience over time and he is ready to share it all in this program. Through 80 lectures that include loads of Python code examples, he will teach you how to make predictions using linear regression, polynomial regression, and multivariate regression. He will also help you understand complex multi-level models; build a spam classifier and teach you much more.


Key USPs –

– The trainer has taught more than 100,000 students so far

– Trainer comes with strong industry experience

– You will get 12 hours of on demand online lectures with full lifetime access

– Includes sessions on data science, machine learning, and deep learning


Duration: 12 hours

Rating: 4.5 out of 5

You can Sign up Here


Review : Well paced, progressive and detailed course. It really makes me feel I learned something and can use it. Plus, it provides a few hints that can be re-used in my applications. – Fernand da Fonseca


So that was our take on what we found to be the Best Artificial Intelligence Courses, Training, Tutorials and Certifications. Hope they helped you find what you were looking for. Wish you the best wish learning, growing and earning more! Cheers, Team Digital Defynd 🙂