COURSES
MBAData Science & AnalyticsDoctorate Software & Tech AI | ML MarketingManagement
Professional Certificate Programme in HR Management and AnalyticsPost Graduate Certificate in Product ManagementExecutive Post Graduate Program in Healthcare ManagementExecutive PG Programme in Human Resource ManagementMBA in International Finance (integrated with ACCA, UK)Global Master Certificate in Integrated Supply Chain ManagementAdvanced General Management ProgramManagement EssentialsLeadership and Management in New Age BusinessProduct Management Online Certificate ProgramStrategic Human Resources Leadership Cornell Certificate ProgramHuman Resources Management Certificate Program for Indian ExecutivesGlobal Professional Certificate in Effective Leadership and ManagementCSM® Certification TrainingCSPO® Certification TrainingLeading SAFe® 5.1 Training (SAFe® Agilist Certification)SAFe® 5.1 POPM CertificationSAFe® 5.1 Scrum Master Certification (SSM)Implementing SAFe® 5.1 with SPC CertificationSAFe® 5 Release Train Engineer (RTE) CertificationPMP® Certification TrainingPRINCE2® Foundation and Practitioner Certification
Law
Job Linked
Bootcamps
Study Abroad
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

Online

Format

-- months

Duration Recommended 10-12 hrs/week

    Program Overview

    Key Highlights

    Designed for Working Professionals
    Designed for Working Professionals
    7+ Case Studies and Projects
    7+ Case Studies and Projects
    Timely Doubt Resolution
    Timely Doubt Resolution
    upGrad Alumni Status
    upGrad Alumni Status
    Dedicated Student Success Mentor
    Dedicated Student Success Mentor

    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

    Top Skills You Will Learn

    Statistics, Predictive Analytics Using Python, Machine Learnview more

    Job Opportunities

    Data Analyst, Data Scientist, Product Analyst, Machine Learnview more

    Who Is This Program For?

    Engineers, Software and IT Professionals, Marketing & Sales view more

    Minimum Eligibility

    Bachelor’s degree, no coding experience required

    Programming Languages and Tools

    Post Graduate Certification from IIIT Bangalore
    Complete all the courses in the program successfully to receive Post-Graduate Certification in Data Science from IIIT Bangalore.
    Post Graduate Certification from IIIT Bangalore
    Click to zoom
    • Connect with a global network of accomplished upGrad and IIIT-B alumni
    • Upgrade to a widely recognised and valued post-graduate program in data science
    • Network with Data Science professionals across all industry sectors

    Empowering learners of tomorrow

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

    Instructors

    Along the way, you will receive support from a faculty of unmatched data science instructors with decades of industry experience.

    Learning

    Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments, and live sessions
    Download Brochure
    300+
    Hours of Content
    7+
    Case Study and Projects
    20+
    Live Sessions

    Preparatory Course

    6 Weeks
    1 Assignments
    • Introduction to Python
      6hr
    • Data Analysis in Excel
      8hr 55min
    • Python for Data Science
      10hr 10min
    • Investment Case Study
      8hr 30min
    • Visualisation Using Tableau
      6hr 5min

    Statistics and Exploratory Data Analytics

    7 Weeks
    3 Assignments
    • Inferential Statistics
      12hr
    • Hypothesis Testing
      10hr 10min
    • Assignment: Statistics and Hypothesis Testing
      8hr
    • Exploratory Data Analysis
      8hr 55min
    • Assignment: Uber Supply-Demand Gap
      5hr 20min
    • EDA Case Study
      5hr 15min

    Machine Learning I

    7 Weeks
    3 Assignments
    • Linear Regression
      13hr 15min
    • Assignment: Linear Regression
      6hr 15min
    • Logistic Regression
      7hr 50min
    • Unsupervised Learning: Clustering
      8hr 30min
    • Unsupervised Learning: Principal Component Analysis
      5hr 20min
    • HR Analytics Case Study
      5hr 15min

    Machine Learning II

    7 Weeks
    2 Assignments
    • Model Selection
      4hr 45min
    • Model Selection: Practical Considerations
      3hr
    • Tree Model (optional)
      12hr
    • Advanced Regression
      9hr 50min
    • Telecom Churn Case Study
      10hr 40min
    • Time Series (optional)
      15hr
    • Neural Networks (optional)
      10hr
    Start Referring

    Refer someone you know and get Flipkart vouchers worth ₹3,000!

    What's better?Your friend gets a discount of up to ₹7500 as well!

    Industry Projects

    Learn through real-life industry projects sponsored by top companies across industries
    • Solve actual industry problems designed by experts
    • Engage in collaborative projects with your peers
    • 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

    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 250+ hiring partners