
The MIT Data Science and Machine Learning Program is a 12-week, online course designed to help learners uncover the true value of data and make informed business decisions. Taught by MIT faculty, this program offers mentorship from industry practitioners and includes over 20 hands-on projects and case studies. It focuses on practical applications of data science and machine learning techniques to solve real-world challenges.
Ideal for professionals seeking data-driven decision-making skills
Suitable for both technical and non-technical backgrounds
No specific prerequisites required
Online, 12-week course with live instruction
Includes 20+ hands-on projects and case studies
Mentorship from industry practitioners and MIT faculty
Gain practical data science and machine learning skills
Hands-on experience with real-world data challenges
No certifications are covered by this course.
No specific topics are covered by this course.
Graduate 2025
The course was great and I learnt a lot from all the hands on projects and assignments. The instructor was very clear on explaining all the concepts. Our program manager, Sandhya, was very responsive on our queries and followed up on us regularly regarding the experience of the course.
Customer Support of Great Learning
Community Manager
July 08, 2025
Student 2025
Im currently transitioning career and this course taught me everything I needed to know. I now feel ready to start my brand new data scientist career. The platform is awesome, the content is well structured and edited, the teachers are great and the material is top notch.
Student 2025
I recently completed the Data Science and Machine Learning: Making Data-Driven Decisions course offered by MIT IDSS, and I must say it has been an incredibly enriching experience.The course is exceptionally well-structured, balancing theoretical foundations with real-world applications. It covers a comprehensive range of topics—statistics, data wrangling, exploratory data analysis, supervised and unsupervised machine learning, and causal inference—all while focusing on making effective, data-driven decisions.What stood out to me the most was the clarity of instruction and the emphasis on critical thinking rather than just tool usage. The instructors did a great job explaining complex concepts in a digestible manner, and the practical assignments reinforced learning through hands-on experience.Whether you're a beginner looking to enter the field or a professional seeking to strengthen your analytical skills, this course provides a solid foundation backed by the academic rigor of MIT.Highly recommended to anyone serious about data science and its decision-making applications!
Customer Support of Great Learning
Community Manager
July 04, 2025
Graduate 2025
It was a great experience in my life to gain such kind of valuable knowledge from well-trained, experienced professionals. The lecturers made very valuable videos that helped in understanding of the concepts and skills. The projects were well-designed to enable one to comprehend the theoretical knowledge well. The Data Science and Machine Learning program is well-designed and well-structured. Hence, the program proved to be a valuable investment, positively impacting participant knowledge, skills and confidence. The program should continue to be offered and refined to ensure its ongoing effectiveness and relevance.
Customer Support of Great Learning
Community Manager
June 13, 2025
Graduate 2025
I am thrilled to share my exceptional experience with the AI and Machine Learning course offered by Great Learning, in collaboration with MIT. This program has not only deepened my understanding of AI and machine learning but has also transformed my approach to data science.Comprehensive CurriculumThe course content was meticulously crafted, covering a wide range of topics from supervised and unsupervised machine learning algorithms to exploratory data analysis. The curriculum was well-structured, allowing me to progress seamlessly from foundational concepts to advanced applications.Expert Instruction and SupportThe instructors were highly knowledgeable, enthusiastic, and always available to address questions and concerns. Their ability to break down complex concepts into understandable modules was impressive. Additionally, the support team provided timely assistance, ensuring that I never felt stuck or alone throughout the journey.Practical Applications and Real-World RelevanceWhat sets this course apart is its emphasis on practical applications and real-world relevance. Through hands-on projects and case studies, I gained valuable experience in building data-driven solutions, which has significantly enhanced my skills and confidence.
Customer Support of Great Learning
Community Manager
May 15, 2025
Student 2025
I learned lot from this boot camp. My mentors were so supportive. Since am new to the coding I needed more time to understand the concept and they understood my situation and supported a lot. Thank you so much.
Customer Support of Great Learning
Community Manager
May 05, 2025
Student 2025
Great Learning is an amazing course for anyone looking to learn new skills and gain knowledge for a career in data science. The video lectures, case studies, and projects were pretty much flawless. Concepts were explained carefully and excellently. Projects gave you an opportunity to demonstrate what you've learned at the end of each module and were added to a digital portfolio for your benefit. The program managers were also very helpful and accommodating.
Customer Support of Great Learning
Community Manager
April 24, 2025
Student 2025
I recently completed a program with MyGreatLearning, and I must say it exceeded my expectations, especially as someone coming from a non-coding background. The teaching pace was just right—thorough enough to be comprehensive, but never overwhelming. This balance made it easy for me to gradually build confidence in writing code, even though I started with very limited programming knowledge.Another standout aspect is how effectively the course links classical statistical knowledge with modern data science practices. Having some background in statistics, I was impressed by how smoothly the curriculum bridged theoretical concepts with real-world coding applications. Each lesson felt purposeful, and the hands-on exercises allowed me to connect my previous expertise to new techniques in data analysis, machine learning, and more.Instructors were approachable and dedicated to helping students succeed. Their clear explanations and patience in addressing questions made complex topics feel accessible. The community aspect—through forums and group discussions—also provided a great support system when tackling new challenges.Overall, MyGreatLearning’s program is an excellent choice for those looking to transition from a non-technical or statistical background into the world of data science. The pace, structure, and practical focus helped me grow from a beginner coder to someone who can confidently combine statistical experience with modern data science tools.
Customer Support of Great Learning
Community Manager
March 29, 2025
Graduate 2025
As a beginner, I found the pace quite fast, having to cover such a comprehensive course in just 3 months. However, the program was well-structured, providing a strong foundation in key concepts like Python, statistics, machine learning, and data visualization.
The hands-on projects were extremely helpful in reinforcing my learning, and the instructors were experienced, offering practical insights. The support system was awesome, with mentorship and career guidance that made a big difference.
Looking back, I’ve worked in roles where I handled large amounts of data, and now—with the knowledge I’ve gained—I realize just how much deeper analysis I could have done back then. This course has truly opened my eyes to the power of data science.
A highly valuable program for beginners and professionals alike, though a slightly longer duration could ease the learning curve.
Customer Support of Great Learning
Community Manager
March 28, 2025
Student 2025
As an educator myself, I was thoroughly impressed by the quality and structure of this course from Great Learning. The video content was exceptionally well-curated, delivering just the right depth of statistical knowledge for anyone looking to build and deploy practical systems. What stood out to me even more was the thoughtful inclusion of preparatory modules that smoothly bridge the gap to more advanced mathematical concepts—something that many courses overlook.Additionally, the extra modules on cutting-edge AI tools and real-world implementation added tremendous value. This isn't just a course that teaches theory; it equips you with the skills to apply your knowledge in meaningful, impactful ways. Highly recommended for anyone serious about advancing in the field.
Customer Support of Great Learning
Community Manager
March 27, 2025
Graduate 2025
I recently completed the Data Science and Machine Learning: Making Data-Driven Decisions course by MIT IDSS on the Olympus platform, and it was an outstanding learning experience. The platform itself was highly intuitive, offering seamless navigation, well-organized content, and an engaging user interface. Accessing course materials, participating in discussions, and tracking progress was smooth and efficient.A major highlight of the course was the exceptional program management. Tripti, the program manager, ensured a flawless learning journey. She was always responsive, supportive, and proactive in addressing any questions or concerns, making sure all participants stayed engaged and had the best experience possible. Her dedication truly stood out.The course content was top-notch, featuring a well-structured curriculum that covered key concepts in data science and machine learning with real-world applications. The instructors, from MIT IDSS, provided deep insights into making data-driven decisions, ensuring that theoretical knowledge was complemented with practical examples.While the course was excellent, adding more hands-on projects or case studies could further enhance practical learning. Nonetheless, I highly recommend this course to anyone looking for a well-organized, insightful, and enriching experience in data science and machine learning.
Customer Support of Great Learning
Community Manager
March 25, 2025
Student 2025
Had a great experience! A lot of material and fast pace but the course is very well structured to keep on track and do it successfully! Staff were always available and very helpful! Quizzes and projects were very helpful to stay on track and were thorough and informative. I highly recommend this course for professionals looking for a career switch.
Customer Support of Great Learning
Community Manager
March 22, 2025
Graduate 2025
This is a well-structured and detailed learning system from start to finish. It is enhanced with practical knowledge from real-world scenarios, taught by experienced tutors in the program. The Program Manager, MIT lecturers, and mentors all provide valuable insights and broader perspectives on their respective subjects. In my group, the mentor is very experienced and patient. He is willing to revisit discussion topics as needed. He makes the class interactive and calls on us at intervals to gather feedback and encourage participation. He is always available for one-on-one clarifications whenever you reach out to him. The same goes for the Program Manager. It is an excellent program, and I recommend it to anyone looking to up-skill. I am glad I enrolled in this program. Every part of the program is good for you as it exposes you to more knowledge on the program. You gain additional knowledge with deeper insights into the program as you participate in all the aspects, like doing all the quizzes, assignments, and others. The quizzes and the assignments are means of gaining more knowledge. The recorded sessions are also fantastic. All that is needed to know and be able to solve global problems from a huge dataset is embedded in the course. It is extremely rich. I strongly believe that I can handle any dataset from anywhere in the world with good recommendations. Temitope OKUNLOLA.
Customer Support of Great Learning
Community Manager
March 20, 2025
Graduate 2025
I attended Great Learning's "Applied Data Science Program: Leveraging AI for Effective Decision-Making." Such courses weren't offered back in my college days and in today's fast paced world the state of the art of AI is rapidly changing. I desired to upskill my knowledge and obtain certification as well as a public portfolio of advanced projects to demonstrate my capabilities.
The curriculum is up to the moment, comprehensive and allows for some personal focus for interest and depth. It also begins with optional pre-courses to ensure all students are prepared with pre-requisites. For major projects GL offers two tracks, either low code, management level programs or full code-oriented deliverables. You can also focus on an area of interest, although the total options are limited in each area.
Each course is about a week with live lectures on theory in each machine learning arena from world-class MIT professors. The most valuable portion was the weekly mentorship with industry professionals. They not only provided guidance on the homework but were a wealth of practical knowledge and career-relevant tips. It was particularly useful to watch an AI professional respond to a question in real-time by accessing the resources they use themselves. I frequently used the recorded lectures and professional sessions in addition to complete attendance of all live sessions.
This is a time intensive set of courses which I estimate at 20+ hours per week for complete understanding of the materials. I found it easiest to follow each course linearly, downloading the resources locally for cross-reference. The quizzes for each week were a bit light, and easily aced from the provided materials, but the projects were quite challenging and really developed your skills. In addition to the core materials, there was a generous quantity of additional courses and information with in-depth examples. Timing for courses was difficult for west coast US, with early classes and mentorships commonly starting between 5:30am to 6:30am M/W/F/Sat/Sun, and 1a Tuesday morning due dates.
Support was available, friendly and very flexible in my case. I worked with my PM to change cohorts to fit with my work schedule and to allow for planned travel. They were particularly flexible when I had extended out time for illness during the Capstone project period.
I had expected to really hone my machine learning capabilities but left with a real appreciation and understanding for neural network deep learning. I now feel comfortable stretching my professional interests into areas that I hadn't considered before such as medical research, natural language processing and computer vision.
I highly recommend this program to those desiring a broad relevant skillset in AI problem solving, at a value price point, accomplishable in just a few intense months.
Customer Support of Great Learning
Community Manager
March 15, 2025
Student 2025
The "Data Science and Machine Learning: Making Data-Driven Decisions" course offered by MIT IDSS thoroughly addressed essential concepts, making the complexities of machine learning more comprehensible. The projects provided practical applications of these concepts and allowed customization to align with individual career goals, which was highly commendable. Presenting projects in business-oriented PowerPoint formats markedly improved my learning experience. This method facilitated the translation of technical details into business language and readied me for real corporate environments. The blending of IT with aspects of business management in the course, along with ongoing mentorship and real-world case studies, made the advanced topics accessible and relevant across various industries. The option to deliver projects as business-oriented presentations, in addition to technical coding, helped align my career goals and enabled me to deliver insights effectively. The course name, "Data-Driven Decision Making and Machine Learning," is aptly named. Furthermore, consistent support from my Program Manager and the Great Learning team ensured a seamless and supportive learning environment throughout the duration of the course.
Customer Support of Great Learning
Community Manager
March 12, 2025
Student 2025
I really enjoyed this course. The instructors were very knowledgeable. The support staff were kind and helpful. Tons of great material. Anytime I had a request or question it was answered very quickly and efficiently.
Customer Support of Great Learning
Community Manager
March 12, 2025
Student 2025
This course will is honestly one of the best courses I’ve ever done. The video lectures are extremely informative, engaging and well explained. Additionally, the course has a great blend of theory and hands-on coding exercises. All the mentors and support staff are extremely talented and helpful. They really helped me understand all the concepts really well! Overall I had a lot of fun doing this course and can’t wait to apply this when I start working!
Customer Support of Great Learning
Community Manager
March 08, 2025
Student 2025
I have had a very pleasant experience with the data science and machine learning program. The modules and their content are very well structured and the material is up to date. From the registration to the end, the staff has taken care of covering all needs, while the instructors have demonstrated great technical knowlegde and great concern that we leanr each class without any doubts. Personally, I believe that the program has been worth every minute dedicated and that it has helped me to enhance my career in data.
Customer Support of Great Learning
Community Manager
March 07, 2025
Student 2025
I sincerely want to thank Tejas and his team for their incredible support throughout the Data Science and Machine Learning: Making Data-Driven Decisions course by MIT IDSS. The content and the overall experience was truly enriching. This course provided exactly the boost I needed for my career, and I’m grateful for the guidance and expertise shared along the way!
Customer Support of Great Learning
Community Manager
March 05, 2025
Student 2025
Completing the Applied Data Science Program from MIT Professional Education has been an incredibly enriching experience! This program provided a deep dive into Machine Learning, Deep Learning, Data Analysis, Time Series Forecasting, and Recommendation Systems, equipping me with the hands-on expertise to tackle real-world data challenges.The curriculum was structured to balance theoretical foundations with practical applications, ensuring that every concept learned was immediately reinforced through industry-relevant projects. The program’s focus on AI-driven decision-making has significantly enhanced my ability to leverage data effectively for strategic insights.A special note of appreciation to Janvi, our dedicated Program Manager, whose unwavering support ensured a seamless learning journey. Also, a huge thank you to my mentors – Nikhar Shah, Ankit, and Christaniao – for their invaluable guidance, expert insights, and encouragement throughout the program. Their mentorship played a pivotal role in deepening my understanding and applying advanced AI techniques effectively.I highly recommend this program to professionals seeking to advance their careers in Data Science and AI. The knowledge and skills gained here will undoubtedly have a lasting impact on my journey in the field of artificial intelligence.🚀 Looking forward to applying these skills to real-world challenges!#MITProfessionalEducation #DataScience #AI #MachineLearning #DeepLearning #RecommendationSystems #TimeSeriesAnalysis #Gratitude
Customer Support of Great Learning
Community Manager
March 03, 2025
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