OnlineFormat
15 hrs/week-- Months
Coming SoonBatch Start Date
Starts at Rs. 11,850/month*EMI Options
Get Positive Career Growth5 out of 6 Learners
Bachelor's degree with minimum 50% or equivalent passing marks and successful completion of the Executive PG Program in Data Science from IIITB.Eligibility

    Program Overview

    Key Highlights

    Complimentary Python Programming Bootcamp
    Complimentary Python Programming Bootcamp
    Career Essential Soft Skills Program
    Career Essential Soft Skills Program
    Only online M.Sc in DS for working professionals
    Only online M.Sc in DS for working professionals
    500+ Hours of Learning
    500+ Hours of Learning
    60+ Case Studies and Projects
    60+ Case Studies and Projects
    Fortnightly Group Mentorship with Industry Mentors
    Fortnightly Group Mentorship with Industry Mentors
    Timely Doubt Resolution
    Timely Doubt Resolution
    Support available 7 days, 24x7
    Support available 7 days, 24x7
    IIIT Bangalore & LJMU Alumni Status
    IIIT Bangalore & LJMU Alumni Status
    Global access to job opportunities
    Global access to job opportunities
    No Cost EMI Option
    No Cost EMI Option
    NASSCOM certificate
    NASSCOM certificate
    Career mentorship Sessions(1:1)
    Career mentorship Sessions(1:1)
    AI Powered Profile Builder
    AI Powered Profile Builder
    Just-in-Time Interviews
    Just-in-Time Interviews
    High Performance Coaching(1:1)
    High Performance Coaching(1:1)
    Personalised Industry Session
    Personalised Industry Session
    Career Bootcamp
    Career Bootcamp

    upGrad has been instrumental in helping us in finding candidates with key skill sets in Data Science and Analytics
    - Val S, Director at Animaker

    animaker

    Over 500 Careers Transformed

    Top Subjects you will learn
    Statistics, Predictive Analytics using Python, Machine Learnview more
    Job Opportunity
    Data Analyst, Data Scientist, Product Analyst, Machine Learnview more
    Who Is This Programme For?
    Any specialization can be chosen regardless of background. Tview more
    Minimum Eligibility
    Bachelor’s Degree with minimum 50% or equivalent passing marview more

    Syllabus

    Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live sessions

    Download Syllabus

    Programming Languages and Tools

    Master's Degree from LJMU
    Complete all the courses successfully to obtain this prestigious recognition from LJMU.
    Master's Degree from LJMU
    Click to zoom
    • Connect with Global network of Faculty from LJMU
    • Get access to complete digital library of LJMU
    • Earn a Master's degree same as on-campus degree at 1/10th the cost
    Top Subjects You Will Learn
    Statistics, Predictive Analytics using Python, Machine Learnview more
    Job Opportunity
    Data Analyst, Data Scientist, Product Analyst, Machine Learnview more
    Target Audience
    Any specialization can be chosen regardless of background. Tview more
    Minimum Eligibility
    Bachelor’s Degree with minimum 50% or equivalent passing marview more

    Empowering learners of tomorrow

    Over 2,300 students have completed this course and started working at their dream job, whats stopping you?

    Continue with email

    Start Application

    Start Application

    Placement Support

    Your career needs to grow with you!

    Personalised Industry Session

    Sessions by an industry expert for a small group of 10-12 learners with similar profiles to discuss real life applications of concepts and personalised coaching

    High Performance Coaching (1:1)

    Get a dedicated career coach to help you stay on track to achieve your career goals, coach you on your profile, and support you in your career journey.

    Career Mentorship Sessions (1:1)

    Get personalised career landscaping from experts to chart out best opportunities

    Profile Builder (AI Powered)

    An easy to use Resume, LinkedIn and Cover Letter preparation tool.

    Jobs on Career Centre

    Career Centre offering upGrad jobs across experience levels and CTC ranges.

    Interview Preparation

    Support in polishing your hard skills and soft skills for interview preparation

    Instructors

    Learn from leading Data Science faculty and industry leaders

    Syllabus

    Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live sessions

    Download Brochure
    500+
    Hours of Learning Content.
    25+
    Case Studies and Projects
    20+
    Live Sessions
    14+
    Tools and Software

    Pre-Program Preparatory Content

    • Data Analysis in Excel
    • Analytics Problem Solving

    Data Toolkit

    12 Weeks
    • Introduction to Python
    • Programming in Python
    • Python for Data Science
    • Data Visualization in Python
    • Exploratory Data Analysis
    • Credit EDA Case Study
    • Inferential Statistics
    • Hypothesis Testing
    • Data Analysis using SQL
    • Advaced SQL & Best Practices
    • SQL Assignment: RSVP Movies

    Machine Learning

    10 Weeks
    • Linear Regression
    • Linear Regression Assignment
    • Logistic Regression
    • Classification using Decision Trees
    • Unsupervised learning: Clustering
    • Basics of NLP and Text Mining
    • Business Problem Solving
    • Case Study: Lead Scoring

    Specialization- Deep Learning

    22 Weeks
    • Bagging & Random Forest
    • Boosting
    • Model Selection & General ML Techniques
    • Principal Component Analysis
    • Advanced Regression
    • Advanced ML case Stuy
    • Time Series Analysis
    • Introduction to Neural Networks and ANN
    • Neural Network Assignment
    • Convolutional Neural Networks
    • Convolutional Neural Networks -Industry Applications
    • Object Detection & Image Segmentation (Optional)
    • Recurrent Neural Networks
    • Gesture Recognition
    • Capstone Project

    Specialisation - Business Intelligence/Data Analytics

    22 Weeks
    • Visualisation using Tableau
    • Advanced Excel
    • Visualisation using PowerBI
    • Structured Problem Solving using Frameworks
    • Data Storytelling
    • AirBnB Case Study
    • Data Modelling
    • Advanced SQL and Best Practices
    • Introduction to Big Data and Cloud
    • Analytics using Spark
    • Big Data Case Study
    • Data Structures - Sets, Dictionaries, Stacks, Queues
    • Searching and Sorting
    • Algorithm Analysis + Recursion
    • Advanced Database Programming using Pandas
    • Python & SQL Lab
    • Capstone Project

    Specialisation - Data Engineering

    22 Weeks
    • Data Management and Relational Database Modelling
    • Introduction to Big Data(Optional)
    • Introduction to Cloud and AWS Setup
    • Introduction to Hadoop and MapReduce Programming
    • Assignment (Optional)
    • NoSQL Databases and Apache HBase and NoSQL Databases and MongoDB(Optional)
    • Data Warehousing (Optional)
    • Data Ingestion with Apache Sqoop and Apache Flume
    • Map reduce Programming Assignment
    • Hive & Querying
    • Assignment (Optional)
    • Amazon Redshift
    • Introduction to Apache Spark
    • Project: ETL Data Pipline
    • AWS Cloud Infrastructure (Optional)
    • Optimising Spark for Large Scale Data Processing
    • Apache Flink(Optional)
    • Real-Time Data Streaming with Apache Kafka
    • Real-Time Data Processing using Spark Streaming
    • Assignment (Optional)
    • Building Automated Data Pipelines with Airflow
    • Analytics using PySpark
    • Project: Real Time data processing
    • Capstone Project

    Specialisation - Natural Language Processing

    22 Weeks
    • Bagging & Random Forest
    • Boosting
    • Model Selection & General ML Techniques
    • Principal Component Analysis
    • Advanced Regression
    • Advanced ML Case Study
    • Time Series Forecasting
    • Neural Nets for NLP
    • Syntactic Processing
    • Syntactic Processing Assignment
    • Semantic Processing
    • Applied DL in NLP
    • Case Study: Automatic Ticket Classification
    • Capstone Project

    Specialisation - Business Analytics

    22 Weeks
    • Visualisation using Tableau
    • Advanced Excel
    • Visualisation using PowerBI
    • Structured Problem Solving using Frameworks
    • Data Storytelling
    • AirBnB Case Study
    • Bagging & Random Forest
    • Model Selection & General ML Techniques
    • Time Series Forecasting
    • Model Selection Case Study
    • Operations Research in Excel
    • Data Architecture
    • Data Strategy
    • Business Case Study
    • Capstone Project

    Research Methodologies

    8 Weeks
    • Introduction to Research and Research Process
    • Research Design
    • Literature Reviewing
    • Research Project Management
    • Report Writing and Presentation Skills
    • Scientific Ethics

    Master's Dissertation

    16 Weeks
    • Investigate dietary patterns and metabolite fingerprints of takeaway (fast) food consumers using PCA and Clustering methods
    • Investigate a diagnosis of eye diseases using imaging ophthalmic data
    • Structure medical images with information geometry
    • Using Social media feed to place tweets regarding natural disasters on a map
    • Preventing credit card fraud through pattern recognition
    • Developing a recommender system for a Media giant
    • Risk modelling for Financial activities and Investment Banking

    Specialisations

    You can choose one of the 6 specialisation, based on your interest.

    Topics Covered

    Deep Learning

    22 Weeks
    Bagging & Random ForestBoostingModel Selection & General ML TechniquesPrincipal Component AnalysisAdvanced Regression Advanced ML case StuyTime Series AnalysisIntroduction to Neural Networks and ANNNeural Network AssignmentConvolutional Neural NetworksConvolutional Neural Networks -Industry ApplicationsObject Detection & Image Segmentation (Optional)Recurrent Neural NetworksGesture RecognitionCapstone Project

    Industry Projects

    Learn through real-life industry projects sponsored by top companies across industries
    • 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

    The upGrad Advantage

    Strong hand-holding with dedicated support to help you master Data Science
    benefits

    Learning Support

    Learning Support
    • Industry Expert Guidance
    • Student Support: Student Support is available 7 days a week, 24*7 You can write to us via studentsupport@upgrad.com or for urgent queries, use the "Talk to Us" option on the Learn platform.
    benefits

    Career Assistance

    Career Assistance
    • Career Mentorship Sessions (1:1)
    • High Performance Coaching (1:1)
    • AI Powered Profile Builder
    • Interview Preparation
    benefits

    Practical Learning and Networking

    Practical Learning and Networking
    • Networking & Learning Experience
    benefits

    Job Opportunities

    Job Opportunities
    • upGrad Elevate: Virtual hiring drive giving you the opportunity to interview with upGrad's 300+ hiring partners
    • Job Opportunities Portal: Gain exclusive access to upGrad's Job Opportunities portal which has 100+ openings from upGrad's hiring partners at any given time
    • Be the first to know vacancies to gain an edge in the application process
    • Connect with companies that are the best match for you

    Student Reviews

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