logo blog
Explore Courses
top 10 free courses in artificial intelligence and machine learning
Home AI and Machine Learning Top 10 Free Artificial Intelligence and Machine Learning Courses with Certificates In 2024

Top 10 Free Artificial Intelligence and Machine Learning Courses with Certificates In 2024

Feb 10, 2024 1.2K Reads

With the vast number of online learning services and MOOC platforms that have come up to support continuous learning, there are a large number of courses in the domain of artificial intelligence and machine learning that are being offered on a free-of-cost basis to learners. Free AI and ML courses are available to pursue on a number of platforms (elaborated upon further) so as to introduce learners to the fundamentals of AI and ML. These free courses often include a shareable certification of completion that is awarded to the student completing the course. 

If you are also a beginner searching for the best free courses and certifications in AI and ML to upskill and start your professional journey, then this blog is for you, as we have delved into the details of the top 10 free courses in AI and ML that are available to pursue through the online learning mode. Continue reading to find out more. 

Top Platforms for Free Artificial Intelligence and Machine Learning (AI & ML) Courses

While you may search for and explore available courses in AI and ML in the offline regular mode, a majority of these courses are paid, leading to a dearth of free courses in artificial intelligence and machine learning to pursue in the regular mode.

Top 10 Affordable Online Programs In the Data Science Domain

Online MBA In Data Science and Analytics

Online MSc In Data Science

Online MCA In Data Science

Online BCA In Data Science and Data Analytics

Job Guarantee Courses In Data Science and Analytics

IIM Online Data Science and Analytics

IIIT Online Data Science

Online Executive Program In Data Science Analytics

Conversely, there are a number of online learning platforms as well as MOOC portals that offer courses in the domains of technology and computer science, including AI and ML free of cost. While a significant number of these courses are available on a limited-time audit-basis for free, students and interested candidates can upgrade the same course by paying a nominal course fee to avail the full certificate course as well as access the course resources on an indefinite basis. It must also be noted that most of the courses available to pursue free of cost are beginner courses or introductory modules for AI and ML, with very limited intermediate or advanced courses in the subjects available for free. 

Tabulated here are a few of the platforms, including online learning websites and MOOC platforms that offer free certification courses to learners in artificial learning and machine learning. 

Coursera 

edX

Udacity 

Udemy 

SWAYAM

NPTEL

SkillUp

MinnaLearn

Top 10 Free Artificial Intelligence & Machine Learning (AI & ML) Courses

Find further details about a few of the best courses in the domain of artificial intelligence and machine learning have been provided below. Free Artificial Intelligence Course with Certificate

This free AI course with a certification is a short introductory module of a duration of about 2 hours offered by Simplilearn in association with SkillUp, which covers a variety of topics related to AI, including relationship between AI and machine learning, machine learning techniques, future of AI etc. on an introductory basis. The course is available on a free of cost basis with 90-days access to the course materials. Find more details about the course below. 

Course Name 

Free Artificial Intelligence Course with Certificate

Platform & Institution Offering Course 

Simplilearn in association with SkillUp 

Course Duration 

1 hour 45 Minutes (90 Days Free Access to Course)

Primary Modules 

  • Introduction to AI
  • Relationship between AI and ML 
  • Machine Learning Techniques
  • Future of AI 

Credential Offered 

Shareable Online Certification 

Mode of Learning

Fully Online Learning Mode 

Student Support Features 

90 Days Free Access to Course 

1)  Elements of AI

The Elements of AI course is a free certificate course in the fundamentals of AI offered by the University of Helsinki and MinnaLearn via the online learning platform-Independent. The course is of a duration of 6 weeks and can be completed on a self-paced basis. The modules included in this course are an introduction to AI, potential of AI to solve problems, real world applications of AI, neural networks, machine learning etc. This is a fully online course with access to recorded lectures for students. Find further details about the course mentioned below.  

Course Name 

Elements of AI

Platform & Institution Offering Course 

University of Helsinki and MinnaLearn via Independent 

Course Duration 

6 weeks 

Primary Modules 

  • What is AI?
  • Solving problems with AI
  • Real world AI
  • Machine learning
  • Neural networks
  • Implications

Credential Offered 

Shareable Online Certificate 

Mode of Learning

Fully Online Learning Mode 

Student Support Features 

Shareable certificate, Recorded Lectures etc. 

2)  Artificial Intelligence (AI) by Columbia University 

AI by Columbia University is one of the central courses of the free series on AI and machine learning offered by Columbia University in association with edX. This course is of a duration of 12 weeks and is a beginner-friendly course including modules related to AI, machine learning, advanced models of AI, applications of AI, natural language processing (NLP) etc. This course is available on a free basis in the edX audit version wherein the interested learner can access the course material; however if one wishes to obtain the certificate of completion for the course, they need to upgrade from the free audit version to the paid version of the platform. Thereby, an online shareable certificate of completion will be provided to the learner upon completing the course and the due assignments for the same. Further details about the course contents have been provided below. 

Course Name 

Artificial Intelligence (AI) by Columbia University

Platform & Institution Offering Course 

Columbia University in association with edX

Course Duration 

12 weeks

Primary Modules 

  • Introduction to AI
  • Adversarial search, games
  • Machine Learning: advanced models, neural networks
  • Markov decision processes and reinforcement learning
  • AI applications (NLP) etc. 

Credential Offered 

Shareable Online Certificate 

Mode of Learning

Fully Online Learning Mode 

Student Support Features 

Recorded Lectures, shareable certificate upon completion of course etc. 

3) ColumbiaX: Machine Learning

Another course in the series of AI and ML offered by Columbia University, the ColumbiaX machine learning program is a 12-weeks self-paced course for beginners in the domain. It includes numerous courses pertaining to maximum likelihood estimation, regression, bayes rule, models for machine learning, matrix factorisation etc. If the learner wishes to obtain a shareable certification of completion in the course, they can pay the course fee to upgrade from the free audit version of the course. The upgraded version also allows the learner access to a number of student support features offered by edX. Further details about this course have been provided below. 

Course Name 

ColumbiaX: Machine Learning

Platform & Institution Offering Course 

Columbia University in association with edX

Course Duration 

12 Weeks 

Primary Modules 

  • Maximum Likelihood Estimation
  • Linear Regression
  • Bias-Variance 
  • Bayes Rule
  • Logistic Regression
  • Laplace Approximation
  • Kernel Methods
  • Gaussian Processes
  • Mixtures Of Gaussians
  • Matrix Factorization
  • Markov Models
  • Hidden Markov Models

Credential Offered 

Paid Shareable Online Certificate 

Mode of Learning

Fully Online Learning Mode 

Student Support Features 

edX support, learning support, recorded lectures etc.

4) Google: Google AI for Anyone

The search engine giant Google also offers a free course in AI for absolute beginners to get acquainted with the fundamentals of the field. This course, titled “Google AI for Anyone” is a 4-week long course covering three major modules–introduction to AI, AI, machine learning and deep learning and ethics and fairness in AI. Students wishing to obtain the official credential of course completion can upgrade to the paid version of the course to get a shareable certificate. Available on edX, this course is fully virtual and can be taken up by any beginner wishing to acquaint oneself with artificial intelligence and its basics. Find further details pertaining to the Google AI for Anyone course below.  

Course Name 

Google: Google AI for Anyone

Platform & Institution Offering Course 

Google in association with edX

Course Duration 

4 Weeks 

Primary Modules 

  • What is AI?
  • Artificial Intelligence, Machine Learning, Deep Learning
  • Ethics and Fairness

Credential Offered 

Shareable Online Certificate (Paid)

Mode of Learning

Fully Online Learning Mode

Student Support Features 

Recorded lectures, graded assignments (in the paid module) etc. 

5) edX: Generative AI for Business Leaders

edX’s very own course in Generative AI for Business Leaders is a 2-week introductory course in the domain of generative artificial intelligence, its impacts, internal policies, strategic decision-making and so on. The course is available to be pursued free of cost, however the student must pay a course fee in order to access the graded assignments and obtain the shareable course certificate. Further details about the course are provided below. 

Course Name 

edX: Generative AI for Business Leaders

Platform & Institution Offering Course 

edX

Course Duration 

2 Weeks

Primary Modules 

  • Generative Artificial Intelligence 
  • Impacts Of Generative Ai 
  • Internal Policies Or Tools To Guide Strategic Decision-Making Around Generative Ai Within Organizations

Credential Offered 

Shareable Online Certificate (Paid)

Mode of Learning

Fully Online Learning Mode

Student Support Features 

edX support, recorded lectures, graded assignments and tests (paid) etc. 

6) Introduction to Generative AI

The introductory course on generative AI offered by Google takes a dive into the domain of AI, generative AI and its related fundamentals such as its working and functioning, models of generative AI and its types, applications of generative AI etc. Although the course is only approximately an hour long, it can be a quite useful introductory module for starters in AI. It is available to be pursued via Coursera, and includes one quiz as a form of assessment along with a shareable certificate available upon completion of the course. Further details of the course are mentioned herein for reference.  

Course Name 

Introduction to Generative AI

Platform & Institution Offering Course 

Google in association with Coursera

Course Duration 

1 Hour

Primary Modules 

  • Generative AI
  • How Generative AI Works
  • Generative AI Model Types
  • Generative AI Applications

Credential Offered 

Shareable Online Certificate 

Mode of Learning

Fully Online Learning Mode

Student Support Features 

Recorded Lecture, Assignment, Shareable Certificate etc. 

7) AI For Everyone

This course, offered by DeepLearning.AI on Coursera, is a fully online self-paced course of a duration of 3 weeks. The course is designed for absolute beginners in AI and studies the impact of AI technologies and softwares on the society and in organisational contexts, making it suitable for even learners who do not belong to a technical background. It also includes a shareable certificate of completion in the paid version of the course, which cannot be accessed in the free version of the course. Certain key details of the course are mentioned below. 

Course Name 

AI For Everyone

Platform & Institution Offering Course 

DeepLearning.AI in association with Coursera 

Course Duration 

3 Weeks

Primary Modules 

  • What is AI?
  • Building AI Projects
  • Building AI in your Company
  • AI and Society 

Credential Offered 

Shareable Certificate (Paid Version)

Mode of Learning

Fully Online Learning Mode 

Student Support Features 

Recorded Course Materials, Graded Assessments (in Paid Version) etc. 

8) Introduction to Artificial Intelligence

This one-hour long introductory course on AI is available to pursue on Udemy and has been created by Justin Adair, a renowned technological entrepreneur and instructor. This course is fully online and includes a shareable certificate that can be availed in the paid version of the course on Udemy. The modules of the course include topics like basic concepts of AI, basic mathematics involved in AI like algebra, statistics and probability, new technologies in AI etc. Some of the prominent features of the course that can be accessed in the paid version of the course include the online video lectures, instructor-led question and answer sessions, instructor direct doubt clarifications etc. The key details of the course have been summarised herein.

Course Name 

Introduction to Artificial Intelligence

Platform & Institution Offering Course 

Justin Adair in association with Udemy 

Course Duration 

1 Hour (Approximate)

Primary Modules 

  • Basic Understanding of Programming Concepts
  • Basic Mathematics: Linear Algebra, Probability, and Statistics
  • New Technologies in the Field of Artificial Intelligence etc. 

Credential Offered 

Shareable Online Certificate (Paid Version)

Mode of Learning

Fully Online Learning Mode 

Student Support Features 

Online Video Content, Certificate of Completion (Paid), Instructor Q&A (Paid), Instructor Direct Message (Paid)

9) Artificial Intelligence using Prolog Programming

Available on the renowned Indian MOOC platform SWAYAM created by the Government of India (GoI), the course “Artificial Intelligence using Prolog Programming” is a 12-week course offered by IGNOU. This course covers a variety of domains related to AI, problem-solving, informed search, constraint satisfaction, alpha-beta pruning, predicate logic, frames, probabilistic inference, bayes’ theorem, machine learning, natural language processing (NLP), prolog programming etc. The course can be upgraded on a paid basis to obtain a certificate of completion. The course is comprehensive and all the course modules and lectures can be accessed on a free-of-cost basis by learners. Further details about the course are elaborated upon below.  

Course Name 

Artificial Intelligence using Prolog Programming

Platform & Institution Offering Course 

IGNOU in association with SWAYAM

Course Duration 

12 Weeks 

Primary Modules 

  • Introduction to Artificial Intelligence (AI), Problem Solving
  • Informed Search: Heuristic Function, Hill Climbing Search
  • Best First Search
  • Constraint Satisfaction
  • Evaluation Function
  • Alpha-Beta Pruning
  • Introduction to KR (Knowledge Representation)
  • Predicate Logic, WFF, Inference Rules & Theorem Proving, - Forward Chaining ,Backward Chaining
  • Propositional Knowledge
  • Frames, - Exceptions and Defaults, Attached Predicates
  • Probabilistic Inference, Bayes’ Theorem
  • Limitation of Naïve Bayesian System, Dempster-Shafer Theory
  • Introduction to Machine Learning (ML) in AI
  • Introduction to Natural Language Processing (NLP)
  • Introduction to Prolog Programming, Installation etc. 

Credential Offered 

Shareable Online Certificate (Paid)

Mode of Learning

Fully Online Learning Mode 

Student Support Features 

Recorded Lectures, Paid Shareable Certificate etc. 

Are Free AI & ML Courses Worth It? 

Having taken a look at the various free courses available to be pursued in the domain of artificial intelligence and machine learning, you might be wondering if these free courses are worth it for contributing to your qualifications or professional journey. 

As has already been pointed out, most of these free courses on AI and ML are beginners’ courses or even introductory modules in some cases. These courses are useful to pursue in certain cases such as:

  • If you are interested in developing a preliminary understanding about AI, ML and related domains free of cost. 
  • If you are already acquainted with the fundamentals of AI and ML but want to systematically start exploring the field before taking up a full-time course in the domain
  • If you wish to solely upskill yourself and grow your expertise in AI and ML without needing a credential such as a certificate for completing the course (as most of the unpaid versions of these courses do not include access to a certificate of completion).

However, if you wish to explore the fields of artificial intelligence and machine learning in a more advanced and systematic manner, in the form of a certificate course, a diploma or a full-time degree, then there are a number of courses available to pursue,  but on a paid basis. Here is a list of the few of the most reputed and popular courses in AI and ML that are available to be pursued in the online learning mode from any location of one’s choice. 

Online MBA in Artificial Intelligence & Machine Learning (AI & ML) 

Online B.Sc in Artificial Intelligence and Data Science 

Online BCA in Artificial Intelligence & Machine Learning (AI & ML) 

Online MCA in Artificial Intelligence

Online MCA in Machine Learning  

Online MCA in Artificial Intelligence & Machine Learning (AI & ML)

Executive Program Online in AI & ML

Job-guaranteed Certification Course in Machine Learning 

Conclusion 

With the advent of online learning and easy access to learning resources, a number of institutions and MOOC platforms are providing free courses in artificial intelligence and machine learning on an audit or trial basis. A number of useful courses for beginners, including introductory modules in AI and ML are available on online learning platforms like Coursera, edX, Udemy etc.

FAQs (Frequently Asked Questions)

A few of the best free AI courses with a free shareable certificate include Artificial Intelligence Course (offered by Simplilearn), Introduction to Generative AI (offered by Google) and Elements of AI (offered by University of Helsinki on SkillUp).

There are a number of platforms for online learning and MOOCs such as Coursera, edX, SWAYAM, Udemy etc. on which free online courses in AI and ML are available to pursue.

Yes, a free course in AI can be worth it for learners and enthusiasts who are absolute beginners in AI or who wish to start exploring the disciplines of artificial intelligence and machine learning without pursuing a full-time course in the same.

Yes, some platforms like Coursera, edX, Simplilearn etc. offer free certification courses in AI including Artificial Intelligence Course (offered by Simplilearn), Introduction to Generative AI (offered by Google) and Elements of AI (offered by University of Helsinki on SkillUp).

Yes, Google offers the course ‘Introduction to Generative AI’ on the platform Coursera on a free of cost basis along with a shareable certificate upon completion.

Recommended for you

Tired of dealing with call centers!

Get a professional advisor for Career!

LIFETIME FREE

Rs.1499(Exclusive offer for today)

Pooja

MBA 7 yrs exp

Sarthak

M.Com 4 yrs exp

Kapil Gupta

MCA 5 yrs exp

or

avatar
avatar
avatar
GET A CALL BACK
Talk to Career Experts