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Executive Post-Graduate Program in Data Science and Machine Learning (E-Learning)
Programme Overview
Key Highlights
Offered by a top 20 U.S. public university
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Live Sessions by Industry Experts
Comprehensive curriculum covering concepts such as Inferential Statistics, Machine Learning, Predictive Modeling ,Framework to Artificial Intelligence & Business Strategy, Data-driven story telling
Programming tools and languages such as Python, SQL, Excel and Tableau
400+ hours of Learning & 70+ hours of live sessions
No prior coding/programming experience required
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
- 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
Programming Languages and Tools Covered
Syllabus
Best-in-class content by leading faculty and industry leaders in the form of videos, case studies, and projects
Programme Developed with Global Experts
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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
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.
Deriving Business Insights and Storytelling
Regression
Use all the skills learnt in statistics and regression to build a predictive regression model.
Regression
Classification
Solve a real-industry problem using the classification and model selection techniques.
Classification
IMDb Movie Analysis
Analyze IMDb movies data from the past decade and find out various insights
IMDb Movie Analysis
Stock Market Analysis
Use the concepts of Pandas and Matplotlib to analyze insights for stock prices of Amazon.
Stock Market Analysis
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.
Supply Chain Case Study
Airbnb Assignment
Analyze the Airbnb listings for a city using Tableau and build a dashboard that helps people identify interesting patterns and compare prices
Airbnb Assignment
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.
Mobile App Efficacy
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.
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Credit Worthiness Model
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
Lending Club Case Study
The upGrad Institute Advantage
Strong hand-holding with dedicated support to help you navigate your PGD in Machine Learning and Artificial Intelligence.
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
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
Services
- Career Webinars, where the industry leaders would guide you on job opportunities, career path in the field of Management
- Resume and Linkedin Profile Building to enhance your career
- Global job opportunities
Career Impact
High Performance Coaching
(1:1) with a dedicated career coach to build your career path
Career Webinars
Industry leaders to guide you on job opportunities, career path in the field of Management
Profile Builder
Resume and Linkedin Profile Building to enhance your career
Interview Preparation
Support on polishing your hard skills and soft skills for interview preparation. Access to Just-In-Time Interviews and company specific preparation.
Admission Process
Application Form
Program Counselling
Get Shortlisted
Application Fee
Finalise Enrolment
How will you benefit from this programme
- 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
Empowering careers of tomorrow
Supporting Leaders of tomorrow
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