Fully Online Format
12 Months
Coming Soon
Top 20
Course Overview
Key Highlights
![icon 12](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/icon%2012.png?width=22&height=30&name=icon%2012.png)
Offered by a top 20 U.S. public university
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Live Sessions by Industry Experts
![icon 9-1](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Career%20impact%20images/icon%209-1.png?width=25&height=30&name=icon%209-1.png)
Comprehensive curriculum covering concepts such as Inferential Statistics, Machine Learning, Predictive Modeling ,Framework to Artificial Intelligence & Business Strategy, Data-driven story telling
![icon 14](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/icon%2014.png?width=30&height=24&name=icon%2014.png)
Programming tools and languages such as Python, SQL, Excel and Tableau
![icon 5](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/icon%205.png?width=30&height=23&name=icon%205.png)
400+ hours of Learning & 70+ hours of live sessions
![icon 13](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/icon%2013.png?width=28&height=30&name=icon%2013.png)
No prior coding/programming experience required
![icon 7](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Career%20impact%20images/icon%207.png?width=30&height=24&name=icon%207.png)
Recommended 12-15 hours per week
Why pursue a career in Data Science?
* 27.9% - The rise in demand for skilled and knowledgeable data scientists by 2026 as per The United States Bureau of Labor Statistics.
* 498,000 - Data Science jobs available as per LinkedIn.
* $75,000 - $ 145,000 - Salary range of a skilled and experienced data scientist.
Certificate
![Upon successful completion of the Course, you receive a verified Executive Post-Graduate certificate from University of Maryland's Robert H. Smith School of Business Upon successful completion of the Course, you receive a verified Executive Post-Graduate certificate from University of Maryland's Robert H. Smith School of Business](https://www.upgrad.com/_next/image/?url=https%3A%2F%2Fik.imagekit.io%2Fupgrad1%2Fmarketing-platform-assets%2Fnew-images%252Fprogram-certificates-v2%2FEPDSML__1681124799398.png&w=3840&q=75)
- Showcase your certificate from a globally recognized university
- Get a chance to network with industry experts and peers during the course
- Gain demonstrable hands on skills in data science and machine learning
![Upon successful completion of the Course, you receive a verified Executive Post-Graduate certificate from University of Maryland's Robert H. Smith School of Business Upon successful completion of the Course, you receive a verified Executive Post-Graduate certificate from University of Maryland's Robert H. Smith School of Business](https://www.upgrad.com/_next/image/?url=https%3A%2F%2Fik.imagekit.io%2Fupgrad1%2Fmarketing-platform-assets%2Fnew-images%252Fprogram-certificates-v2%2FEPDSML__1681124799398.png&w=3840&q=75)
A Executive Post-Graduate Program in Data Science and Machine Learning (E-Learning) will be awarded to students who meet the following criteria:
- Completes the course
Students will be assessed based on Assignments and Projects.
*Refer to FAQ for the entire eligibility criteria.
Syllabus
Best-in-class content by leading faculty and industry leaders in the form of videos, case studies, and projects
Course Developed with Global Experts
Syllabus
Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live sessions
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1:50
Teacher-Student Ratio
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70+
Hours of Live Session
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400+
Hours of Learning
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12 Months
Curriculum Duration
Industry Projects
- Engage in collaborative projects with student-mentor interaction
- Benefit by learning in-person with Expert Mentors
- Personalised subjective feedback on your submissions to facilitate improvement
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Deriving Business Insights and Storytelling
Work from the top-down on a real business problem, breaking it down into a data-oriented problem and come up with solid recommendations for the business.
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hubfs/Imported%20images/3bb4a0aa40156b826b6c0826f669ad15.jpg)
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Deriving Business Insights and Storytelling
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Regression
Use all the skills learnt in statistics and regression to build a predictive regression model.
![Career Counselling Career-Counselling](https://www.upgrad.com/_next/image/?url=https%3A%2F%2Fik.imagekit.io%2Fupgrad1%2Fmarketing-platform-assets%2Fnew-images%252Fcase-studies%2Fproject__1582527632686.png&w=640&q=75)
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Regression
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Classification
Solve a real-industry problem using the classification and model selection techniques.
![Career Counselling Career-Counselling](https://www.upgrad.com/_next/image/?url=https%3A%2F%2Fik.imagekit.io%2Fupgrad1%2Fmarketing-platform-assets%2Fnew-images%252Fcase-studies%2Fipl__1659334968789.png&w=640&q=75)
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Classification
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
IMDb Movie Analysis
Analyze IMDb movies data from the past decade and find out various insights
![Career Counselling Career-Counselling](https://ik.imagekit.io/upgrad1/marketing-platform-assets/new-images%2Fcase-studies/image-uploader-project-like-imgur.jpg)
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
IMDb Movie Analysis
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Stock Market Analysis
Use the concepts of Pandas and Matplotlib to analyze insights for stock prices of Amazon.
![Career Counselling Career-Counselling](https://ik.imagekit.io/upgrad1/marketing-platform-assets/new-images/case-studies/spark-funds-investment.jpg)
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Stock Market Analysis
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Supply Chain Case Study
Apply the concepts of SQL and Python to explore insights for a global business-to-consumer and business-to-business e-commerce platform.
![Career Counselling Career-Counselling](https://ik.imagekit.io/upgrad1/marketing-platform-assets/new-images/case-studies/ecom-market-mix-modelling.jpg)
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Supply Chain Case Study
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Airbnb Assignment
Analyze the Airbnb listings for a city using Tableau and build a dashboard that helps people identify interesting patterns and compare prices
![Career Counselling Career-Counselling](https://ik.imagekit.io/upgrad1/marketing-platform-assets/new-images%2Fcase-studies/image-viewer-web-application-like-instagram.jpg)
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Airbnb Assignment
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Mobile App Efficacy
Use the concepts of Exploratory Data Analysis, Statistics, and Linear Regression to analyze the effectiveness of a mobile application in driving the revenue for a hotel chain.
![Career Counselling Career-Counselling](https://www.translateplus.com/wp-content/uploads/2020/06/Artificial-Intelligence-2.png)
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Mobile App Efficacy
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Credit Worthiness Model
Build an end-to-end machine learning solution that helps a bank determine which customers they should lend credit to based on their profitability.
![Career Counselling Career-Counselling](https://20918102.fs1.hubspotusercontent-na1.net/hub/20918102/hubfs/Career%20impact%20images/1%20(2).png?t=1681987726566&width=860)
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Credit Worthiness Model
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Lending Club Case Study
Use the concepts of Tableau and Data Storytelling to build a dashboard that describes the lending process of a peer-to-peer online loan provider - Lending Club
![Career Counselling Career-Counselling](https://www.cisco.com/c/en/us/solutions/artificial-intelligence/artificial-intelligence-machine-learning-in-networking/jcr:content/Grid/subcategory_atl_copy/layout-subcategory-atl/anchor_info.img.png/1638447582819.png)
![Career Counselling Career-Counselling](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Imported%20images/University_of_maryland_logo.png?width=120&height=48&name=University_of_maryland_logo.png)
Lending Club Case Study
The upGrad Institute Advantage
Strong hand-holding with dedicated support to help you navigate your Executive Post-Graduate Program in Data Science and Machine Learning (E-Learning)
![1-4](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/1-4.jpg?width=360&height=240&name=1-4.jpg)
Student Support (Non-Academic queries)
- Student Support Team is available 24*7
- Email us on studentsupport@upgrad.com
OR
use the "Talk to Us" option on the Learn platform
Doubt Resolution (Academic)
- Live Discussion forum for peer to peer doubt resolution monitored by technical experts
- 1-1 Doubt solving sessions with Teaching Experts
- Informal peer groups on WhatsApp to clear doubts
![2-3](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/2-3.png?width=360&height=240&name=2-3.png)
Industry Networking
- Global batchmates & alumni: Our learners are from 85+ countries
- Virtual networking sessions to interact with batchmates and alumni
- Online discussion forums for peer to peer interaction
- Learn & network with our industry experts, career coaches
- Informal peer groups: Our Learners form groups on Whatsapp for interaction & networking purpose
![Untitled design](https://prod-mphs.upgrad.edu.sg/hs-fs/hubfs/Untitled%20design.png?width=360&height=240&name=Untitled%20design.png)
Services
- Industry leaders to guide you on job opportunities, career path in the field of Data. Support on polishing your hard skills and soft skills for interview preparation
- Resume and Linkedin Profile Building to enhance your career
- Global job opportunities
Career Impact
![Career Counselling Career-Counselling](https://ik.imagekit.io/upgrad1/marketing-platform-assets/sprites%2Fimages/interviewPreparation.png)
High Performance Coaching
(1:1) with a dedicated career coach to build your career path
![Career Counselling Career-Counselling](https://www.upgrad.com/_next/image/?url=https://ik.imagekit.io/upgrad1/marketing-platform-assets/sprites/images/career-counselling.png&w=128&q=75)
Career Webinars
Industry leaders to guide you on job opportunities, career path in the field of Data. Support on polishing your hard skills and soft skills for interview preparation.
![Career Counselling Career-Counselling](https://ik.imagekit.io/upgrad1/marketing-platform-assets/sprites%2Fimages/jobPlacement.png)
Profile Builder
Resume and Linkedin Profile Building to enhance your career
![Career Counselling Career-Counselling](https://ik.imagekit.io/upgrad1/marketing-platform-assets/sprites%2Fimages/resumeFeedback.png)
Interview Preparation
Support on polishing your hard skills and soft skills for interview preparation.
![ug-modal-image](https://www.upgrad.com/_next/image/?url=https%3A%2F%2Fik.imagekit.io%2Fupgrad1%2Fmarketing-platform-assets%2Fnew-images%252Fcareer-support%2Fcareer-counselling-desktop.jpg&w=640&q=75)
Admission Process
Application Form
Course Counselling
Get Shortlisted
Application Fee
Finalise Enrolment
Course Fee : SGD $ 6,000
Application Fee: $ 700
*Fees stated are inclusive of GST
![referrals-image](https://20918102.fs1.hubspotusercontent-na1.net/hub/20918102/hubfs/Career%20impact%20images/REFER%20SGPI%202.png?t=1683018588478&width=212&height=243&name=REFER%20SGPI%202.png)
How will you benefit from this course
- Executive Post-Graduate Certificate from University of Maryland
- Get a Professional Certificate from a University that is offered by a top 20 U.S. public university
- Career Acceleration in your current role with flexible learning options
- Up your Tech-related Skills
- Cutting-edge curriculum designed by industry experts who bring real-world expertise and industry insights to the classroom
Frequently Asked Questions
Contact Us
For queries, feedback and assistance
Monday - Friday | 9am to 6pm
*All telephone calls will be recorded for training and quality purposes.
*If we are unavailable to attend to your call, it is deemed that we have your consent to contact you in purpose.