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MIT IDSS AI & Data Science Program

viaGreat Learning
4.95 Rating
Difficulty
Beginner
Cost
N/A
Format
Instructor Led
Delivery
Online
Time Commitment
12 weeks 1 hrs/week

Summary

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.

  • Before You Learn / Who This Course Is For
    • Ideal for professionals seeking data-driven decision-making skills

    • Suitable for both technical and non-technical backgrounds

    • No specific prerequisites required

  • What to Expect
    • Online, 12-week course with live instruction

    • Includes 20+ hands-on projects and case studies

    • Mentorship from industry practitioners and MIT faculty

  • What You'll Achieve
    • Gain practical data science and machine learning skills

    • Hands-on experience with real-world data challenges

Certifications covered by this course

No certifications are covered by this course.

Topics included

No specific topics are covered by this course.

Course Reviews

4.95 rating (302 reviews)
5 star
287
4 star
15
3 star
0
2 star
0
1 star
0
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Xity

Student 2025

January 07, 2025
Excellent course

I recently completed the “Data Science and AI” course on Great Learning, and it was a fantastic experience. The course offered a well-structured curriculum, covering key concepts in data science, machine learning, and artificial intelligence with practical applications. The instructors were highly knowledgeable and made complex topics easy to grasp. The platform provided interactive learning through hands-on assignments, quizzes, and real-world case studies, which greatly enhanced my understanding. Overall, it was an excellent learning journey, and I feel well-equipped to apply these skills in my career. I highly recommend this course to anyone looking to advance in the field of data science and AI.

Customer Support of Great Learning

Community Manager

January 08, 2025

Thanks for the feedback and the 5 star ratings.
A

Anonymous

Student 2025

January 05, 2025
MIT IDSS REVIEW

The IDSS course by MIT and Great Learning offers a transformative dive into the world of AI and ML. It combines approachable professors, supportive mentors, and seamless materials on a user-friendly platform. This fast-paced program simplifies complex topics, making it ideal for anyone eager to explore AI tools.

Customer Support of Great Learning

Community Manager

January 06, 2025

Thanks for the feedback and the 5 star ratings.
J

jorge Clemente

Graduate 2024

December 31, 2024
...Well worth your time and investment! - Great Learning

I'm enrolled in the Set24/Jan25 MIT-IDSS program: Making Data-Driven Decisions, delivered by GreatLearning. On December 23rd, 2024, I submitted my final mandatory requirement for the program.This has been, by far, the best online educational experience I've had. I've rated it 5 stars for numerous reasons, and I'd like to highlight a few key aspects.1-) The program's support system exceeded my expectations. The assigned Student Program Manager was exceptionally helpful, ensuring all student queries were addressed effectively and promptly, not just mine. This was a major contributor to making my experience so remarkable.2-) In addition to the Students' Program Manager support system, I'd like to mention the Program Syllabus, a well-crafted blend of depth, breadth, and practical relevance.3-) Extra study material available in various forms and media that I can continue to use for years after finishing the program.4-) The mentored learning sessions offered a unique opportunity to see the practical application of theory and best practices in real-world scenarios.5-) The course's online platform (Dashboard, Help, etc.) seamlessly integrated me into the learning experience and ensured I was aware of each step of the learning process ahead of time.6-) The total availability of the teaching staff to connect with us beyond the course platform, on their own personal time and social media accounts of choice, is something I can't stress enough. Thank you all!After going through these last 4 months of the program I gained a solid framework for continued self-development by exploring the wealth of available materials, as well as the confidence, and proof, that I'm not alone should I require any additional help henceforth applying the new skills and knowledge in my work. This has been a transformational experience all around, for me.Since this is how GreatLearning sets things up and runs each of its course offerings, I would highly recommend anyone meeting the requirements to take the program that best matches their interests and go for it, because it's an investment well worth your money, time, and expectations.

Customer Support of Great Learning

Community Manager

December 31, 2024

 Thanks for the feedback and the 5 star rating, @Jorge. 
M

Maria Lizano Jimenez

Graduate 2024

December 29, 2024
Data Science and ML MIT

Data Science and Machine Learning: Making Data-Driven Decisions has been everything you need to grow. Its complete and thorough curriculum will demand a keen eye for detail and dedication with the reward of building your own portfolio as you learn and sharpen the concepts learned. Being able to integrate so much information is also great for the confidence in the courses studied and the faculty is without doubt full of experts that will help you expand your knowledge beyond anything expected. My best advise is to organize the time for the course so that the learning becomes fun. This course challenges you to outgrow yourself and gives you the best tools to do so, very grateful for this experience. 

Customer Support of Great Learning

Community Manager

December 30, 2024

Thanks for the feedback and the 5 star rating, @Maria.
L

Lena

Graduate 2024

December 22, 2024
An Exceptional, Career-Boosting Journey in Data Science with Unparalleled Support

I had a truly satisfying experience with the MIT Applied Data Science Program: Leveraging AI for Effective Decision-Making. The quality of the course materials and the teaching provided by the professors and mentors was outstanding. The knowledge I gained from this program has proven to be incredibly valuable for my career.This program is both intensive and highly demanding. It requires significant effort, focus, and dedication, but the rewards are well worth it. The level of support offered throughout the journey was exceptional. Professors, mentors, and program managers go above and beyond to ensure you succeed. They are always available to answer questions, provide clarification, and offer guidance. Their responsiveness, thoroughness, and willingness to help set this program apart from many other online courses I’ve taken.A special shout-out to my program manager, Shubham Chourasia, whose unwavering support and quick, thoughtful responses made a huge difference in my learning experience. His dedication to helping participants succeed is commendable.For anyone working in or interested in the field of data science, I strongly recommend this program. As long as you are committed to putting in the effort, the staff and structure of the program will ensure you are set up for success.

Customer Support of Great Learning

Community Manager

December 23, 2024

Thanks for the feedback and the 5 star rating, @Lena.
I

Ignacio Lima

Graduate 2024

December 20, 2024
Awesome experience

 From the moment I signed up, I was impressed by the passion and expertise of the instructors. Each course on data science and machine learning was taught by knowledgeable professionals who made complex topics easy to understand and engaging. The curriculum is not only comprehensive but also highly relevant to current industry trends. I appreciated how each lesson built on the previous one, giving me a strong foundation while also keeping me excited about learning. On top of that, the platform itself is incredibly user-friendly. Navigating through lessons, accessing resources, and tracking my progress was seamless.

Customer Support of Great Learning

Community Manager

December 20, 2024

Thanks for the feedback and the 5 star rating, @Ignacio Lima. 

 
S

STEPHEN KWASI AGBODZA

Student 2024

December 14, 2024
Data Science and Machine Learning: Making Data-Driven Decisions

Being new to data science and machine learning, I looked forward to the course with a mixture of excitement and a little bit of apprehension as i was not too sure of what to expect. However, my overall experience has been a positive one despite some challenges in keeping up with practical work, submission of assignments etc as i work full-time and the demands of my work made it difficult. The instructors were knowledgeable about the subject material and taught well. The program staff also provided excellent assistance and support throughout the course and I would like to especially commend the program manager Zeba Ansari for her professionalism and support

Customer Support of Great Learning

Community Manager

December 18, 2024

Thanks for the feedback and the 5 star rating, @STEPHEN.
R

Ramadan Sadek

Graduate 2024

December 11, 2024
Overall Great Course that i would really recommend

I recently completed the Data-Driven Decision-Making course offered through Migrate Learning in collaboration with MIT, and the experience has been nothing short of transformative. From the in-depth curriculum to the incredible support from staff, every aspect of the program was designed to facilitate meaningful learning.Course Content and Learning ExperienceThe course provided an extensive exploration of critical data science topics, such as supervised and unsupervised learning, deep learning, computer vision, and neural network models. Each topic was introduced in a structured and engaging manner, allowing concepts to build progressively. The focus on hands-on projects was a standout feature, offering participants an opportunity to apply advanced methodologies to real-world problems. For example, learning to leverage computer vision techniques for processing complex visual data significantly enhanced my analytical capabilities.The course also included practical applications for fields such as marketing analytics, AI innovation, and agriculture research. Participants noted being able to use AI tools for tasks like phenotyping and yield prediction or improving customer data modeling. This emphasis on practicality makes the course not only educational but directly applicable to diverse industries.Staff and MentorshipA key strength of this program was the incredible support provided by the staff. Special thanks to Zeba, whose professionalism and unwavering assistance made the learning journey smooth and enjoyable. Additionally, the mentorship sessions with industry experts were invaluable. These mentors provided personalized guidance, offered insights into real-world applications, and helped clarify challenging concepts.Course Structure and DeliveryThe program's structure was thoughtfully designed, with content divided into manageable modules. Quizzes, assessments, and live sessions reinforced the material, making it easy to follow and retain information. Weekly instructor-led sessions brought the concepts to life, while the capstone and additional projects helped cement the learning.The inclusion of no-code AI tools further enhanced accessibility, empowering participants with little coding experience to engage deeply with data-driven decision-making techniques. This aspect was particularly praised by those looking to upskill in AI and ML without a heavy technical background.Practical RelevanceOne of the most impactful aspects of this course was its focus on practical, hands-on learning. Real-world case studies and multiple projects allowed participants to directly translate theoretical knowledge into actionable insights. Whether developing data pipelines or refining analytical strategies, the course prepared learners to tackle real-world challenges with confidence.ConclusionThis program is an exceptional choice for anyone looking to gain a comprehensive understanding of data science, AI, and machine learning. The combination of academic rigor, practical projects, and expert mentorship ensures that participants not only gain knowledge but also build confidence in applying it.If you're considering advancing your career in data-driven decision-making, I highly recommend this course. It’s an investment that delivers real, tangible value, whether you're new to the field or an experienced professional aiming to sharpen your skills. Thank you, Migrate Learning and MIT, for an incredible experience!

Customer Support of Great Learning

Community Manager

December 11, 2024

Thanks for the feedback and the 5 star rating, @Ramadan Sadek
A

Anonymous

Graduate 2024

December 10, 2024
It was a great experience taking this course

I joined the AI course for 12 weeks. They have a good curriculum & great faculty. The course goes through multiple practical examples, projects & datasets. They go through at a pace that everyone can understand and have an excellent support for answering questions. I have a PhD in computer science but wanted to get a good grip on the concepts of data science & machine learning. This course is a great way to prepare for the challenges of this field & help eliminate the fear about AI concepts that many software engineers have. I would recommend this course to anyone who wants to venture into data science & machine learning & become a master.

Customer Support of Great Learning

Community Manager

December 11, 2024

 Thanks for the feedback and the 5 star rating, @Aamna. 
I

IFEANYICHUKWU EBERE ACHIGBU

Student 2024

December 09, 2024
Exciting, challenging and hands on Data Science & Machine Learning course

This MIT Data Science and Machine Learning course anchored by Great Learning was exciting, intensive and challenging. It seamlessly introduced me to Data Science and machine learning, covering both the theoretical as well as the practical aspects of the course.  The classes were hands on and engaging. The technical support team were superb, helping me to resolve my initial technical issues. I personally wish to thank the Program Manager Sakshi for being so helpful and understanding, making sure I was able to complete my projects despite my tight work schedule. Overall, I will gladly recommend this course to anyone that want to delve into data science and machine learning. It was indeed a great  and enlightening experience.

Customer Support of Great Learning

Community Manager

December 10, 2024

 Thanks for the feedback and the 5 star rating, @
IFEANYICHUKWU EBERE ACHIGBU. 
U

Udeme Ekrikpo

Student 2024

November 28, 2024
Superb, enlightening, Innovative

This program employs a superb teaching style. It is a great program if you want to upskill and become more effective in research or industry. The learning curve is not too steep for those with a background in Math, Engineering, Bioinformatics, Epidemiology, or Statistics. Please continue the good work.

Customer Support of Great Learning

Community Manager

November 29, 2024

 Thanks for the feedback and the 5 star rating, @udeme ekrikpo. 
S

Shreesh Mishra

Graduate 2024

November 27, 2024
Engaging, thorough, hands-on

The Data Science and ML from Great Learning and MIT IDSS is a 12-week program is intense and covers both theoretical as well as practical aspects. The training course materials and hands-on projects gave me greater insights into how to use the libraries and models. In particular, the course content on deep learning, CNN, and recommender systems has equipped me with the skills to leverage these advanced methodologies to enhance my analytical capabilities. The course is practical, engaging and provides data-driven insights into this complex topic. I would recommend this to anyone looking to upskill in Data Science & Machine Learning.=

Customer Support of Great Learning

Community Manager

November 28, 2024

 Thanks for the feedback and the 5 star rating, @Shreesh. 
M

Martin Peña

Student 2024

November 25, 2024
Enriching, practical and very interesting!

The Data Science and Machine Learning course provides an immersive and comprehensive journey into the core concepts, tools, and techniques essential for aspiring data science and machine learning practitioners (not professionals). The curriculum covers the breadth of the field, from data preprocessing and exploratory data analysis (EDA) to advanced machine learning models and hyperparameter tuning.One of the standout features is the emphasis on practical, hands-on learning. Tasks such as analyzing lead conversion rates, building decision trees, and optimizing random forest models provide real-world relevance. The inclusion of actionable insights through hyperparameter tuning and performance evaluation reinforces best practices in model building and deployment.The course also fosters a deeper understanding of data preprocessing, including feature engineering, outlier detection, and handling missing data, which are critical for building robust machine learning models. Visualization techniques, like ROC curves and feature importance plots, are effectively taught to enhance interpretability.It is very important to highlight the amazing support team that the course has. They are always available, not only for solving questions, but also in case you have any inconvenience in submitting assignments or connecting to classes. They are very kind and understanding.Overall, I enjoyed the course very much, and I find it extremely useful and relevant.

Customer Support of Great Learning

Community Manager

November 26, 2024

-

Thanks for the feedback and the 5 star rating, @Martin Peña.
A

Anonymous

Student 2024

November 25, 2024
Engaging, Flexible, and Comprehensive Course for an Introduction to ML and Data Science

I had a great time with the MIT ML and Data Science course from Great Learning! I'm a master's student in electrical engineering and have been looking into more classes exploring ML to get more familiar with this field. This course from Great Learning provides a very comprehensive review of all the foundational knowledge required for ML and also introduces advanced applications for ML models in their case study projects. Definitely highly recommend it for anyone looking to get into the field of machine learning! 

Customer Support of Great Learning

Community Manager

November 26, 2024

-

Thanks for the feedback and the 5 star rating.
A

Ashwini Sonakul

Student 2024

November 25, 2024
Excellent training content. Hats off to Professors and coordinating staff

Great lectures and great content.Covers fundamentals to advanced topicsStunning faculty with handful experiences.Great dedication, coordination, mentorship and guidance from the program managers. I am fully satisfied with the extra support they have provided me o complete the course.Money spent on this course, worth it indeed!Great place to skillup yourself. Excellent quality of learning content.This would really help career transition to Data Science, AI and MLThe program is seemless with highly skilled faculty.Relatively this is the great platform to upskill.

Customer Support of Great Learning

Community Manager

November 25, 2024

-

Thanks for the feedback and the 5 star rating, @Ashwini Sonakul 
J

Javier Saavedra

Student 2024

November 19, 2024
Great overall experience

Great Learning has exceeded my expectations with their Data Science and Machine Learning course. The curriculum is well-structured, combining theoretical knowledge with hands-on projects. Instructors are industry experts who provide valuable insights. The interactive platform and practical assignments make learning engaging. Definitely worth the investment!

Customer Support of Great Learning

Community Manager

November 21, 2024

 Thanks for the feedback and the 5 star rating, @Javier Saavedra. 
L

Laban Bwire

Student 2024

November 17, 2024
Intensely Great Experience

The GreatLearning course was a short but intense 12 week programme that gives a detailed training on the theoretical and practical aspects of Data Science and Machine Learning. They have a great platform and a supportive administrative team that gives that social push to get going. I've enjoyed learning from the great and inspiring faculty from MIT along with the industry mentors. I would recommend them to anyone looking to upskill quickly in Data Science & Machine Learning in a short time.

Customer Support of Great Learning

Community Manager

November 18, 2024

 Thanks for the feedback and the 5 star rating, @Laban. 
P

Paul Carden

Graduate 2024

November 16, 2024
Rich, engaging and fulfilling experience

From start to finish, completing the course has been very rewarding. The structure and flow of the course are excellent. The tutors are very knowledgeable. The hands on exercises are delivered using powerful resources, such as Jupyter notebooks. Programme support is excellent and the programme director is quick to reach out. The test your understanding quizzes offer salient and timely opportunities to re-enforce your knowledge. The dashboard and scorecard offer feedback on your progress and act as a useful controlling force in completing one's learning.

Customer Support of Great Learning

Community Manager

November 23, 2024

Thanks for the feedback and the 5 star rating, @Paul Carden.


A

Anonymous

Student 2024

November 16, 2024
MIT IDSS Machine Learning-Data Science Course

The MIT-IDSS-Great Learning Machine Learning-Data Science course is an intense but thorough 12 week course that covers the most anyone would want to learn about Data Science and Machine Learning. The staff and mentors at Great Learning are very helpful and are always available to answer student queries as well as clear any doubt a student has regarding the concepts covered. The content is absolutely relevant. I would recommend this course to anyone looking to learn about ML/DS. 

S

Suryadeep Singh Deswal

Student 2024

November 14, 2024
MIT IDDS Data Science and Machine Learning Program

I can honestly say that the MIT IDSS Data Science and Machine Learning course through Great Learning was one of the best educational experiences I’ve had. I started with a basic understanding of data science, but through the course, I gained real confidence in handling complex topics like machine learning algorithms, predictive modelling, and making data-driven decisions.The course is impressively structured, and each week introduces new concepts that build on one another. There’s a great balance between theory and practice, which keeps things interesting and engaging. What really stands out are the projects: beyond just a capstone, the program includes three extensive practical projects and numerous practice assignments to reinforce each concept. These projects made learning feel hands-on, allowing me to apply what I was learning to real-world scenarios.The mentorship sessions were a highlight for me. Having access to industry experts who were always open to questions and willing to give personalized feedback was incredibly helpful. They guided us through challenging areas and provided insights on how the material connects to industry practices. The mentors were not only knowledgeable but also genuinely supportive, which kept me motivated every step of the way.I’d highly recommend this course to anyone serious about getting into data science. It’s not just about learning technical skills; it’s about building practical, applicable knowledge and feeling prepared to tackle real-world challenges. Great Learning’s team was also fantastic with support, always there to help with any questions or issues. Overall, this course is a perfect combination of depth, rigor, and hands-on experience.

Customer Support of Great Learning

Community Manager

November 23, 2024

 Thanks for the feedback and the 5 star rating, @Suryadeep Singh Deswal. 

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