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Master of Business Administration (90 ECTS)Master of Business Administration (60 ECTS)Master in Computer Science (120 ECTS)Master in International Management (120 ECTS)Bachelor of Business Administration (180 ECTS)B.Sc. Computer Science (180 ECTS)MS in Data AnalyticsMS in Project ManagementMS in Information TechnologyMasters Degree in Data Analytics and VisualizationMasters Degree in Artificial IntelligenceMBS in Entrepreneurship and MarketingMSc in Data AnalyticsMBA - Information Technology ConcentrationMS in Data AnalyticsMaster of Science in AccountancyMS in Computer ScienceMaster of Science in Business AnalyticsMaster of Business Administration MS in Data ScienceMS in Information TechnologyMaster of Business AdministrationMS in Applied Data ScienceMaster of Business AdministrationMS in Data AnalyticsM.Sc. Data Science (60 ECTS)Master of Business AdministrationMS in Information Technology and Administrative Management MS in Computer Science Master of Business Administration MBA General Management-90 ECTSMSc International Business ManagementMS Data Science MBA Business Technologies MBA Leading Business Transformation Master of Business Administration MSc Business Intelligence and Data ScienceMS Data Analytics MS in Management Information SystemsMSc International Business and ManagementMS Engineering ManagementMS in Machine Learning EngineeringMS in Engineering ManagementMSc Data EngineeringMSc Artificial Intelligence EngineeringMPS in InformaticsMPS in Applied Machine IntelligenceMS in Project ManagementMPS in AnalyticsMBA International Business ManagementMS in Project ManagementMS in Organizational LeadershipMPS in Analytics - NEU CanadaMBA with specializationMPS in Informatics - NEU Canada Master in Business AdministrationMS in Digital Marketing and MediaMS in Project ManagementMaster in Logistics and Supply Chain ManagementMSc Sustainable Tourism and Event ManagementMSc in Circular Economy and Sustainable InnovationMSc in Impact Finance and Fintech ManagementMS Computer ScienceMS in Applied StatisticsMS in Computer Information SystemsMBA in Technology, Innovation and EntrepreneurshipMSc Data Science with Work PlacementMSc Global Business Management with Work Placement MBA with Work PlacementMS in Robotics and Autonomous SystemsMS in Civil EngineeringMS in Internet of ThingsMSc International Logistics and Supply Chain ManagementMBA- Business InformaticsMSc International ManagementMS Computer Science with AIML ConcentrationMBA in Strategic Data Driven ManagementMaster of Business AdministrationMBA with SpecializationMBA Business AnalyticsMSc Digital MarketingMBA Business and MarketingMaster of Business AdministrationMSc Digital MarketingMSc in Sustainable Luxury and Creative IndustriesMSc in Sustainable Global Supply Chain ManagementMSc in International Corporate FinanceMSc Digital Business Analytics MSc in International HospitalityMSc Luxury and Innovation ManagementMaster of Business Administration-International Business ManagementMS in Computer EngineeringMS in Industrial and Systems EngineeringMSc International Business ManagementMaster in ManagementMSc MarketingMSc Business ManagementMSc Global Supply Chain Management
For College Students

12600+

Students Empowered

Online

Format

-- months

Duration Recommended 15 hrs/week

300+

Hiring Partners

    Program Overview

    Key Highlights

    Only Online M.Sc in ML & AI for working professionals
    Only Online M.Sc in ML & AI for working professionals
    30+ Case Studies and Assignments
    30+ Case Studies and Assignments
    25+ Industry Mentorship Sessions
    25+ Industry Mentorship Sessions
    IIIT Bangalore & LJMU Alumni Status
    IIIT Bangalore & LJMU Alumni Status
    Job Assistance with Top Firms
    Job Assistance with Top Firms

    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

    Programming Languages and Tools

    LJMU

    IIIT Bangalore

    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 Skills You Will Learn

    Model Deployment, NLP, Deep Learning, Reinforcement Learningview more

    Job Opportunities

    Machine Learning Engineer, Data Scientist, AI Architect, Busview more

    Who Is This Program For?

    Engineers, Software and IT Professionals, Data Professionals

    Minimum Eligibility

    Bachelor's degree, with minimum 1 year work experience or a view more

    For international residents

    USD 2000

    Our Hiring Partners

    Empowering learners of tomorrow

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

    Instructors

    Learn from leading Data Science faculty and industry leaders

    Learning

    Download Brochure
    450+
    Hours of Content Learning
    12
    Case Study and Projects
    35+
    Live Sessions Overall

    Data Science Tool Kit

    4 Weeks
    1 Assignment
    • Introduction to Python
      6hr
    • Python for Data Science
      10hr 10min
    • Data Visualisation in Python
      5hr 5min
    • Maths for Data Science
      10hr
    • Data Analysis Using SQL
      7hr 40min
    • Advanced SQL
      9hr 10min

    Statistics and Exploratory Data Analytics

    5 Weeks
    2 Assignments
    • Analytics Problem Solving
      1hr 55min
    • Investment Case Study
      8hr 30min
    • Inferential Statistics
      12hr
    • Hypothesis Testing
      10hr 10min
    • Exploratory Data Analysis
      8hr 55min
    • EDA Case Study
      5hr 15min

    Machine Learning - I

    6 Weeks
    1 Assignment
    • Linear Regression
      13hr 15min
    • Assignment: Linear Regression
      6hr 15min
    • Logistic Regression
      7hr 50min
    • Naive Bayes
      7hr 15min
    • Model Selection
      4hr 45min

    Machine Learning - II

    7 Weeks
    1 Assignment
    • Model Selection - Practical Considerations
      3hr
    • Advanced Regression
      9hr 50min
    • Support Vector Machine (optional)
      8hr
    • Tree Model
      12hr
    • Boosting
      8hr 10min
    • Telecom Churn Case Study
      10hr 40min
    • Unsupervised learning: Clustering
      8hr 30min
    • Unsupervised Learning: Principal Component Analysis
      7hr 40min

    Natural Language Processing

    7 Weeks
    2 Assignments
    • Lexical Processing
      10hr
    • Syntactical Processing
      30hr
    • Semantic Processing
      10hr
    • Building Chatbots with RASA
      20hr

    Deep Learning

    8 Weeks
    2 Assignments
    • Intro to Neural Networks
      30hr
    • Convolutional Neural Networks
      20hr
    • Recurrent Neural Networks
      15hr
    • Gesture Recognition - Projects
      20hr
    • Neural Networks - Assignment
      20hr

    Reinforcement Learning

    6 Weeks
    2 Assignments
    • Classical Reinforcement Learning
      11hr 10min
    • Tic Tac Toe Assignment - Classical Reinforcement Learning
      6hr 40min
    • Deep Reinforcement Learning
      11hr 55min
    • Reinforcement Learning Project
      13hr 50min

    Graphical Model (Optional)

    4 Weeks
    1 Assignment
    • Introduction to Bayesian Methods
      20hr
    • Graphical Models
      30hr
    • Learning and Inference
      10hr

    Deployment and Capstone Projects

    6 Weeks
    2 assignments
    • Deployment
      30hr
    • 10 Capstone Projects to Choose From
      60hr

    Research Methodologies

    4 Weeks
    0 Assignment
    • What is research ?
    • Types of research
    • Research process
    • Data collection
    • Report writing and presentation
    • Scientific ethics

    Master's Dissertation

    16 Weeks
    0 assignment
    • 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

    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 Machine Learning.
    benefits

    Regular 1-on-1 interaction with Industry Experts

    Regular 1-on-1 interaction with Industry Experts
    • Discussions on career growth and industry expectations
    • Feedback on project work and assignments
    benefits

    Dedicated Student Success Mentors

    Dedicated Student Success Mentors
    • Help in learning plans ensuring consistent progress
    • Resolve non-academic queries for smooth learning experience
    benefits

    Doubt Resolution on Q&A Forums & WhatsApp Groups

    Doubt Resolution on Q&A Forums & WhatsApp Groups
    • Timely doubt resolution by qualified teachers
    • Regular live Q&A sessions with experts
    benefits

    Networking with Industry Experts & Peers

    Networking with Industry Experts & Peers
    • Live sessions by industry experts on relevant topics
    • Interaction with experts and peers in online and offline events translating into new job opportunities
    benefits

    Job Placement Assistance

    Job Placement Assistance
    • Personalised resume building exercise
    • Mock interviews with our hiring experts
    • Job Interviews with 300+ hiring partners
    Career Transition Handbook
    Learn more about successful career transitions from the PG Diploma in Machine Learning by IIIT Bangalore
    Download Now
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