Courses
Master of Science in Data Science

Kick-start your Data Science journey with a Master's from Liverpool John Moores University, ranked in the top 1% of globally recognized universities. 700+ learners from Singapore have already signed up for our programs.

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Intro Video
With Industry Experts From
  • Fully Online
    Format
  • 700+
    Learners from Singapore
  • 3 Unique
    specialisations
  • 18 Months
    Recommended 15 hours/ week
  • May 31, 2022
    Start Date
  • Instructors
  • Syllabus
  • Specializations
  • Projects
  • Benefits
  • Admission Process
  • Program Fee
  • Refer & Earn
  • Hiring Partners
  • Reviews

Program Overview

Key Highlights

  • Earn a M.Sc in Data Science structured for working professionals
  • Get access to 500+ Hours of Learning
  • Apply your learnings through 25+ Case Studies and Projects
  • Get Fortnightly Group Mentorship with Industry Mentors
  • Get LJMU Alumni Status
  • Fortnightly Group Mentorship with Industry Mentors
  • Build your GitHub profile
  • Use our career Essential Soft Skills Program
  • WES Recognised

Choose from 3 specializations
-Deep Learning
- Business Intelligence/Data Analytics
- Data Engineering

  • Top Skills You Will Learn
    Statistics, Predictive Analytics using Python, Machine Learning, Data Visualization, Big Data Analytics, etc.
  • Advance Your Career In
    Data Analyst, Data Scientist, Product Analyst, Machine Learning Engineer, Business Analyst
  • Who Is This Program For?
    Any specialization can be chosen regardless of background. The program caters to: Engineers, Marketing & Sales Professionals, Freshers, Data Professionals, Domain Experts, Software & IT Professionals
  • Minimum Eligibility
    Bachelor’s degree, no coding experience required
Syllabus

Experience 500+ hours of best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects

Programming Languages and Tools Covered

Earn a Master's Degree from LJMU

With a heritage that stretches back to 1823, Liverpool John Moores University, UK is now one of the largest and most well-established universities in the UK. It has been ranked in the Top 100 World Young Universities & Top 50 in the UK by Student Satisfaction.

  • Get access to the complete digital library of LJMU to research & write your dissertation
  • Complete all courses to achieve this prestigious M.Sc. Degree from LJMU, UK to jump-start your career in Data Science
  • Earn a Master's degree which is recognized by WES, at 1/10th the cost of an offline program
Earn a Master's Degree from LJMU
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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
  • Pre-Program Preparatory Content
    • Data Toolkit
      • 12 Weeks
    • Machine Learning
      • 10 Weeks
    • Specialization- Deep Learning
      • 22 Weeks
    • Specialisation - Business Intelligence/Data Analytics
      • 22 Weeks
    • Specialisation - Data Engineering
      • 22 Weeks
    • Research Methodologies
      • 8 Weeks
    • Master's Dissertation
      • 16 Weeks
    • 500+
      Hours of Learning Content.
    • 25+
      Case Studies and Projects
    • 20+
      Live Sessions
    • 25
      1:8 Coaching Sessions with Industry Experts
    • 14+
      Tools and Software

    Specializations

    You can choose one of the 3 specialization, based on your interest.

    • Deep Learning
    • Business Intelligence/ Data Analytics
    • Data Engineering
    • Topics Covered

      Deep Learning
      • 22 Weeks
      • 4 Assignments
      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
    • Topics Covered

      Business Intelligence/ Data Analytics
      • 22 Weeks
      • 9 Assignments
      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
    • Topics Covered

      Data Engineering
      • 22 Weeks
      • 11 Assignments
      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

    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
    • Personalized subjective feedback on your submissions to facilitate improvement
    • IMDb Movie Analysis
      Analyze movie data from the past hundred years and find out various insights...
      Learn More
    • Uber Supply-Demand Gap
      Use analytics to identify why Uber sometimes faces a supply-demand challenge...
      Learn More
    • Lead Scoring
      Learn how the knowledge of basic machine learning algorithms can be used to ...
      Learn More
    • Fraud Detection
      Decline fraud transactions on a credit card in real-time to minimize the los...
      Learn More
    • Creditworthiness of Customers
      Learn how Predictive Analytics can be used to decide the creditworthiness of...
      Learn More
    • Speech Recognition
      Learn how Google speech-to-text works and make your own model.
      Learn More
    • Image Captioning
      Build a model which will caption a given image and describe it in sentences ...
      Learn More
    • Social Media Listening
      What if you could predict the popularity of a brand like upGrad in India?
      Learn More
    • Telecom Churn
      Telecom companies often face the problem of churning customers due to the co...
      Learn More
    • Retail-Giant Sales Forecasting
      Help a retail-giant to have a clear idea of how their sales will look like i...
      Learn More
    • Interactive Marketing Campaign Analysis
      Research and analyse data from a marketing campaign to gain valuable insight...
      Learn More
    The upGrad Advantage
    Strong hand-holding with dedicated support to help you master Data Science
    •  High ROI
      Cost Effective:
      • Upgrade your career at 1/10 the cost of the same on campus program
      Learn and Earn:
      • Get world class credentials without leaving your job from the comfort of your home
    • Industry Driven:
      • Learn through curriculum created by the industry for the industry
      • Learn and get coached by leading industry experts from around the globe
      Flexible:
      • Experience world class education on-demand through our proprietary app and website
      Unparalleled Support:
      • Work with a dedicated upGrad buddy who will handhold you throughout the program
      • Get expert verified resolutions for all your doubts within hours
      • Weekly live sessions with industry experts on doubts, career & communication
    • Career Preparation:
      • Rigorous career preparation with resume feedback, personal branding on LinkedIn
      • Career booster content to help understand how to search for jobs, prepare for interviews, negotiate your salary etc.
      • Industry mentorship - Receive mentorship from industry leaders of the domain to help you reach your desired career goal
      Networking:
      • Opportunity to network with accomplished professionals, faculty and industry experts from 50+ countries
      • Part of 50K+ alumni base who are working in top companies like Amazon, ESPN, Visa, Microsoft, E&Y, Accenture

    Admission Process

    There are 3 simple steps in the Admission Process which is detailed below:

    Program Fee
    SGD 11,249
    Apply now to know more about scholarships and loans.
      Refer someone you know and receive cash reimbursements of up to $500!*

      *More details under the referral policy under Support Section

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      Empowering learners of tomorrow

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

      How You Benefit From This Program
      • Earn a Master's degree without quitting your job
      • Get alumni Status from Liverpool John Moores University
      • Get a Master's degree at just 1/10 the cost of an on campus program
      Our Learners Work At
      Top companies from all around the world have recruited upGrad alumni

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      Frequently Asked Questions

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