MIT University - MIT Data Science and Big Data Analytics
4.4 /5- Offered byPearson
MIT Data Science and Big Data Analytics at Pearson Overview
MIT Data Science and Big Data Analytics
at Pearson
90% of the world’s data has been created in just the past few years
Duration | 7 weeks |
Total fee | ₹54,000 |
Mode of learning | Online |
Difficulty level | Intermediate |
Credential | Certificate |
MIT Data Science and Big Data Analytics at Pearson Highlights
MIT Data Science and Big Data Analytics
at Pearson
- Earn a certificate of completion from MITxPro
- 2 case studies for practical learning
- Learning through social interactions and communication
MIT Data Science and Big Data Analytics at Pearson Course details
MIT Data Science and Big Data Analytics
at Pearson
Skills you will learn
Who should do this course?
- For Professionals at any career stage, looking to turn large volumes of data into actionable insights.
- For Past learners' job roles have included: business intelligence analysts, management consultants, technical managers, business managers, data science mangers.
- For Data science enthusiasts and IT professionals.
- For Participants may include: Technical managers, intelligence analysts, Management consultants IT practitioners, Business managers, Data science managers, Data science enthusiasts
What are the course deliverables?
- Apply data science techniques to your organization's data management challenges
- Determine the difference between graphical models and network models
- Convert datasets to models through predictive analytics
- Deploy machine learning algorithms to improve business decision making
- Master best practices for experiment design and hypothesis testing
- Identify and avoid common pitfalls in big data analytics
More about this course
- Discover how to turn big data into even bigger results in this seven-week online course and earn an MIT Certificate on Data Science as well as 1.8 Continuing Education Units (CEUs) upon completion
- To help uncover the true value of your data, MIT Institute for Data, Systems, and Society (IDSS) created the online course Data Science and Big Data Analytics: Making Data-Driven Decisions for data scientist professionals looking to harness data in new and innovative ways
- You will take your data analytics skills to the next level as you learn the theory and practice behind recommendation engines, regressions, network and graphical modeling, anomaly detection, hypothesis testing, machine learning, and big data analytics
MIT Data Science and Big Data Analytics at Pearson Curriculum
MIT Data Science and Big Data Analytics
at Pearson
Making sense of unstructured data
Clustering
Spectral Clustering, Components and Embeddings
Case Studies
Regression and Prediction
Classical Linear & nonlinear regression & extension
Modern Regression with High-Dimensional Data. The use of modern Regression for causal inference
Case Studies
Classification, Hypothesis Testing and Anomaly Detection
Hypothesis Testing and Classification
Deep Learning
Case Studies
Recommendation Systems
Recommendations and ranking
Collaborative filtering
Personalized recommendations
Case Studies
Wrap-up: Parting remarks and challenges
Networks and Graphical Models
Introduction
Networks
Graphical Models
Case Studies
Predictive Modeling for Temporal Data
Introduction
Prediction engineering
Feature engineering
Modeling and evaluating predictive models
Other courses offered by Pearson
S
Shaikh Sadek
MIT Data Science and Big Data Analytics
Offered by Pearson
3
Learning Experience: Best
Reviewed on 20 Mar 2023Read More
A
Anonymous Learner
MIT Data Science and Big Data Analytics
Offered by Pearson
5
Practical Learning
Other: Armed with the knowledge I have gained from his course, I can introduce my team to certain methods that can be applied to our day to day work
Reviewed on 20 Aug 2019Read More
M
Miguel Hurtado
MIT Data Science and Big Data Analytics
Offered by Pearson
5
Top-notch study material
Other: The quality and pace of the videos and material is top-notch. I really like having different instructors for different modules and having two instructors interacting together makes the material more vivid and entertaining.
Reviewed on 20 Aug 2019Read More
J
Joanna Zarach
MIT Data Science and Big Data Analytics
Offered by Pearson
5
Acquired new skills
Other: It’s very critical to keep acquiring new knowledge in today, ever changing landscape of both world order and opportunities available to professionals
Reviewed on 20 Aug 2019Read More
P
Prasad Sankpal
MIT Data Science and Big Data Analytics
Offered by Pearson
4
Great Learning
Other: The course content was really amazing and gave me exact direction to head towards the Big Data topic.
Reviewed on 20 Aug 2019Read More
View All 7 Reviews
MIT Data Science and Big Data Analytics
at Pearson
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