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For College Students


    100% Live

    Recommended 12-15 hrs/week

    -- Months*

    Start Date

    Coming Soon

    Hiring Partners


    *Foundation track - 15 months, Accelerated track - 12 months

    Program Overview

    Key Highlights

    Designed for Coding Professionals
    Designed for Coding Professionals
    100% Live Teaching from Industry Experts
    100% Live Teaching from Industry Experts
    Hiring Drives with Top Product & service companies
    Hiring Drives with Top Product & service companies
    360 Degree Career Support
    360 Degree Career Support
    Offline Networking Meetups
    Offline Networking Meetups
    Learner Support Available on All Days
    Learner Support Available on All Days
    Industry relevant Capstone Projects
    Industry relevant Capstone Projects
    1:1 with Industry Mentors
    1:1 with Industry Mentors
    Career Essentials Soft Skills modules
    Career Essentials Soft Skills modules
    15 days No Questions Asked Refund Option
    15 days No Questions Asked Refund Option

    upGrad enabled transition to roles like Data Engineer, Data Architect, Data Scientist, ML Engineer with Average Salary of 31 lakhs.



    Best in-class content from top industry professionals taught through live classes.

    Download Syllabus

    About the Program

    Learn Advanced Data Engineering & Machine Learning

    Learn Advanced Data Engineering & Machine Learning

    Learn data science with a strong focus on engineering with an option to choose specializations, dedicated career support, practice real-life case studies, and much more.

    Offline Meetups & Networking Sessions

    Offline Meetups & Networking Sessions

    Dedicated offline sessions to interact with upGrad alumni & industy experts working in high-end Data roles in top product & tech companies.

    Dedicated Career Assistance

    Dedicated Career Assistance

    Receive soft skills training, 1:1 career counselling sessions & mock interviews with hiring managers. A dedicated career mentor will help you track your weekly company application targets, coach you on your profile and help you in your career transition journey.

    Top Subjects You Will Learn

    Programming Basics, Data Pipelining, Data Warehousing, Buildview more

    Who Is This Program For?

    IT and Software Professionals, Application Developer, Backenview more

    Job Opportunity

    Data Engineer, Data Developer, Software Engineer (Data), ETLview more

    Minimum Eligibility

    - Bachelor’s Degree (with minimum 50% score | medium of instview more

    20+ Programming Tools and Languages

    Data Science and Engineering Bootcamp

    Python Programming Bootcamp

    Data Science and Engineering Bootcamp
    Complete all the courses successfully to obtain this certificate from upGrad.
    Data Science and Engineering Bootcamp
    Click to zoom
    • Learn in-demand skills for Data and ML Engineering roles
    • Get trained from best experts
    • Earn a Bootcamp completion certificate from upGrad

    Explore our Learning Platform

    Learn on an AI-powered & personalised platform with best-in-class content, live sessions & mentoring from leading industry experts.
    Explore our Learning Platform

    Global Lecturers

    Learn from leading Data Leads from Top companies


    Best-in-class content by leading faculty and industry leaders in the form of live sessions

    Download Brochure
    Hours of Live Sessions
    2 Weeks
    Capstone Project
    on Github

    Pre Program Preparatory Course (Bootcamp)

    3 Months
    • Data Structures in Python: Built-in vs Other User Defined
    • Control Structures in Python
    • Logic Building and Problem Solving in Python
    • DSA Concepts
    • Database design and Introduction to MySQL
    • Querying in SQL- DDL and DML
    • Maths behind Machine Learning - Probability, Linear Algebra, Differentiation

    Data Analysis

    7 Weeks
    • Data Science Landscape
    • Best Programming Practices
    • Logging and Unit testing
    • Python for DS
    • Data Visualisation in Python
    • Exploratory Data Analysis

    Programming Essentials

    3 Weeks
    • Working with Linux Commands
    • GIT + Networking fundamentals
    • Project

    Data Storage Systems

    5 Weeks
    • Advanced SQL and Problem Solving
    • Data Modeling
    • NoSQL Databases
    • Querying in MongoDB
    • Working with APIs + Project

    Data Pipelines for Batch Processing System

    5 Weeks
    • Basics of Data Pipelining + Scoping and Defining the problem + A deep dive into batch processing pipeline
    • Data Warehousing
    • ETL for Batch Processing System - Python/SQL Scripts
    • Scheduling workflow jobs using cronjobs
    • Assignment/Project

    Data Engineering for Big Data

    6 Weeks
    • Intro to Cloud and AWS + Scoping and Defining the framework for the problem
    • Hadoop Framework + Data warehousing using Hive
    • Spark API and Analysis using Pyspark
    • ETL using SparkSQL, Pyspark, Hive
    • Schedule and Automate Data Pipelines with Apache Airflow
    • Assignment/Project

    ML Techniques

    6 Weeks
    • Basics of Machine Learning - Inferential + Hypothesis
    • Regression Analysis
    • Regression Analysis
    • Classification Analysis
    • Clustering Analysis
    • Project

    Specialization 1 - Adv. Data Engineering

    12 Weeks
    • Data Pipelines for Streaming Systems
    • Cloud Data pipelines

    Specialization 2 - Machine Learning

    12 Weeks
    • Machine Learning in Practice
    • Deep Learning

    MLOps + Capstone

    5 Weeks
    • MLOps + Capstone


    Topics Covered

    Specialization 1 - Adv. Data Engineering

    12 Weeks
    Scoping and Defining the problem Data collection and aggregation using Apache KafkaProcess Real time ETL streaming with Spark StreamingOrchestrate the workflow using Apache AirflowBuild regression model in PysparkAssignment/ProjectScoping and Defining the problemData Storage Services on CloudProcessing Services on CloudData Analytics and Dashboarding on CloudAssignment/Project

    Industry Projects

    Learn through real-life industry projects curated by top industry professionals.

    The upGrad Advantage

    Strong hand-holding with dedicated support to help you master the skills

    upGrad Job Opportunities

    upGrad Job Opportunities
    Hiring Drives and Access to Job Portal
    • Participate in our hiring drives with Top Product and Service companies
    • 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
    Preparation for Interviews
    • Use AI powered tool to build your resume
    • Learn Career Essentials Soft Skills to crack roles with Top Product companies
    • Access to mock interviews to practice interview scenarios

    Offline Networking Events

    Offline Networking Events
    Network and Learn
    • Meet the industry veterans from your dream roles and network with them
    • Learn the tactics of cracking Data Science jobs
    • Meet your peers and learn from them
    • Experience personal connect with fellow mates and industry leaders

    Career Assistance

    Career Assistance
    Career Mentorship Sessions (1:1)
    • Get mentored by an experienced industry expert and receive personalised feedback to achieve your desired outcome
    High Performance Coaching (1:1)
    • Get a dedicated career coach after the program to help track your career goals, coach you on your profile, and support you during your career transition journey
    AI Powered Profile Builder
    • Obtain specific, AI powered inputs on your resume and Linkedin structure along with content on real time basis

    Learning Support

    Learning Support
    Learning Experience
    • 200+ hrs of Live content delivery. Learn and practice with industry experts
    • Receive one-on-one feedback on submissions and personalised feedbacks for improvement
    • Get an option to choose from two specialisations
    • Implement the skills learnt in a Capstone project of your choice
    Student Support
    • Student Support available 7 days a week, 24*7

    77% Learners Achieve Career Benefits

    Admission Process

    Program Fees- Indian Residents

    ₹ NaN (Incl. Taxes)

    View Plans

    Our Alumni work At

    Empowering learners of tomorrow

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

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    Refer someone and Earn upto INR 80,000 Cashback/Vouchers, on every successful enrollment

    Your friend also gets an instant scholarship!

    Frequently Asked Questions

    Course Curriculum

    What is the Data Science & Engineering Bootcamp with upGrad?

    The Data Science and Engineering Bootcamp is an engaging yet rigorous 12 months live programme designed specifically for working professionals to develop practical knowledge and skills, establish a professional network, accelerate and build careers in Data Engineering and ML Engineering. The certification is awarded by upGrad.

    What should I expect from the Data Science and Engineering Bootcamp programme?

    Expect to carry out several industry-relevant projects simulated as per the actual workplace and be ready to crack jobs in Data Science and Engineering domain by the end of this programme.

    What should I NOT expect from the Data Science and Engineering Bootcamp?

    The programme is NOT going to be easy. It will be requiring at least 12-15 hours of time commitment per week, applying new concepts and executing industry relevant projects.

    Which topics are going to be covered as part of the programme?

    The programme is designed for working professionals preferably from software or data bakground looking for a transition or growth into the data domain. Considering the requirements of different data roles in the industry, the curriculum is divided into two tracks. The course will have a common curriculum running for approximately for the first 5-6 months that everyone will go through after which they have to do any of the 2 specializations and a capstone project, in the remaining 6-7 months. 

    What type of learning experience should I expect?

    The content will be delivered through live teaching classes by world renowned instructors. Additionally, the programme comprises live lectures or hangout sessions dedicated to solving your academic queries and reinforcing learning. Offline upGrad networking events will also facilitate peer-to-peer interactions.

    Is any certification granted at the end of the programme?

    Post successful completion of the programme, an Data Science and Engineering Bootcamp certificate would be granted from upGrad,

    When will I have to choose my specialization track?

    The programme has common curriculum which is followed by specialization and capstone project. Once you’re through the curriculum common to all the two tracks, you will be prompted to choose your specialization.


    What type of learning should I expect?

    The content will be dlivered by world-class faculty through live sessions. Additionally, the programme comprises of career support, access to resume builder tool etc to support transition for the learner.

    Refund Policy/Financials

    Is there any deferral or refund policy for this programme?

    Refund Policy: (Programmes with prep-session component)

    • You can claim a refund for the amount paid towards the Program at any time, before the Program Start Date, by visiting and submitting your refund form via the "My Application" section under your profile. You can request your Admissions Counselor to help you in applying and withdrawing for a refund by sending them an email with reasons listed. The prep login will be activated immediately post completion of the 'payment of the 1st block amount (caution money)' or on the 'Specified date' as communicated by upGrad. Processing fee of ₹10,000 will be levied in case refund is claimed.
    • Student has to pay the full fee within 7 days of payment of block amount or cohort start date, whichever is earlier, otherwise the admission letter will be rescinded and processing fee of ₹10,000 will be levied.
    • Once the student pays block amount, "any" refund shall be subject to deduction of ₹10,000 processing charges.
    • Any taxes paid by the student shall not be refundable, and the amount to be withheld will be higher of taxes paid or 10,000 processing fees.
    • There shall be no refund applicable once the programme has started. This is applicable even for those students who could not complete their payment and could not be enrolled in the batch opted for. However, the student can avail pre-deferral as per the policy defined below for the same.
    • Refund shall be processed to an eligible student within 30 working days from the date of receipt of refund form from him/her in this regard.
    • Refund shall be subject to deduction of ₹10,000 processing charges or the GST paid, whichever is higher as mentioned above.

    Deferral Policy: (Post Programme Commencement)

    • If a student is facing severe issues in dedicating time to the course, we provide the opportunity for the student to defer to another batch.
    • A student can request for deferral only once and from the batch start date of initial batch the student enrolled for.
    • The student will be required to pay a deferral fees of 10% of the total course amount fee + Taxes if any along with the differential programme fees between the two cohorts.
    • The deferral request will be approved once the deferral fee is paid.
    • Till this is completed, the student will be assumed to be continuing in the same cohort.
    • The student has 7 days (including holidays and weekends) from the date of deferral request to make the payment of the deferral fee post which the deferral request will expire, and the student will continue as part of the current cohort.
    • If the student completes the deferral payment, the student's login will be disabled, the student will leave the deferred cohort and the student will start learning on the new cohort from the point of the last assignment that was graded in the deferred cohort. All grades and progress until that point will be carried forward as it is to the new cohort. For clarification, the grades of the graded assignments will be carried forward, whether or not the student had submitted these grading during the initial stage.
    • The deferral can only be requested during the batch for which the student has enrolled is ongoing. Once the batch has completed, deferral requests shall not be entertained. For clarification, the batch completion here shall mean the "last grace deadline" as communicated by upGrad.

    Deferral Policy: (Pre Programme Commencement)

    • If a student, due to unavoidable circumstances, is unable to commence with the cohort and requests for a deferral before the cohort starts, we provide the opportunity for the student to defer to another cohort.
    • To do so, the student will be required to pay 50% of the total Programme fee amount (inclusive of taxes) before the deferral can be approved. Till this is completed, the student will be assumed to be continuing in the same cohort.
    • A student can request for deferral to any of the cohorts starting in the next 3 months from the start date of the initial batch in which the student was originally enrolled. For the first deferral request, subject to the point no. 2 of the Pre-Programme Deferral Policy, no additional charges shall be levied.
    • If a student wants to defer his enrolment a second time, such student will have to make an additional payment of Rs.10,000 as Deferral fee, and this amount shall be non-refundable under any circumstances. Once this payment is done, students will be eligible to defer to any of the cohorts starting in the next 3 months from the current cohort.
    • The student has time till the current cohort launch date to make the payment of the balance 50% Programme fee, post which the deferral request will expire. Once the deferral window expires and if such a student wants to withdraw his or her enrolment from the said Programme, the refund policy will be applicable.
    • The student shall be liable to pay the differential Programme fees between the two cohorts if any.

    No Cost Credit Card EMI FAQ's

    0% EMI with Finance partners /Credit card option availability will vary program wise.

    1. Which banks allow using 0% Credit card EMI or Credit card EMI?
    No cost EMI is available on credit cards from all major banks (American Express, Bank of Baroda, HDFC Bank, ICICI Bank, IndusInd Bank, Kotak Mahindra Bank, RBL Bank, Standard Chartered, Axis Bank, Yes Bank and State Bank of India)

    2. Is there any minimum transaction limit ?
    Yes. 50000 is the minimum.

    3. Standard Chartered Bank offers 18 or 24 months No Cost EMI ?
    No. ONLY 12 months is available irrespective of the Program enrolled.

    4. Will I have to pay any extra amount for EMI transaction?
    If you are availing 0% credit card EMI, upGrad will not charge any processing fees or down payment for these transactions. Your bank may levy GST or other taxes on the interest component of the EMI.

    5. Are there any fees or down payment?
    Certain banks charge nominal processing fees between INR 99 - 500 on 0% Credit Card EMI transaction. If charged, will be billed in the first repayment installment.

    6. Can I use my International credit card for 0% credit EMI or Credit Card EMI?
    Only the Indian bank credit cards can be used. But you can pay the amount using the Credit card option in one shot / part payments, and later you can convert into EMI from your respective bank. The tenures and interest charged will depend on your bank. upGrad will not charge any processing fees or down payment for these transactions, this will be purely between you and your bank.

    7. Are there any charges in case I opt for cancellation/refund from the course after paying balance with no cost EMI ?
    Yes, there will be additional charges to the extent of interest paid by the upGrad to the bank, you will be refunded only Principal amount, i.e. the amount actually deducted/blocked from your card. This deduction will be in addition to the amount mentioned in the refund policy shared with your offer letter.

    8. Can I Pay Using Multiple Credit Cards ?
    Multiple cards can be used to complete the payments using Part payment option make sure to inform the learner, minimum transaction is INR 50000 to opt for 0% CC EMI E.g. Amount to be paid: 150000. I can pay using 2 Credit cards. Yes, Example :
    HDFC Card – Part payment – INR 100000
    ICICI Card – Part payment – INR 50000

    9. How can I opt for Credit card EMI if my bank is not listed in the 0% Credit card EMI or Credit card EMI?
    You can pay the amount using the Credit card option in one shot / part payments, and later you can convert into EMI from your respective bank. The tenures and interest charged will depend on your bank. upGrad will not charge any processing fees or down payment for these transactions.

    10. Why is the entire amount blocked on my credit card?
    Initially your bank will block the entire amount from your available purchase limit and from your next billing cycle, you will be charged the EMI amount. As you start paying your EMI, your credit limit will be released accordingly. For example, if you have made a payment of ₹100000 on 6-months EMI and your credit limit is ₹200,000 then initially your bank will block your credit limit by ₹100000. After payment of your first month EMI of Rs.15000, the blocked amount will come down to ₹85000.

    11. Why is interest getting charged on No Cost EMI?
    Your bank will charge you interest. However, this interest charge has been provided to you as an upfront discount at the time of your payment, effectively giving you the benefit of a No cost EMI. The total amount paid during the entire EMI tenure to the bank will be equal to the amount to be paid to upGrad.

    Eg. Amount payable to upGrad: INR 405000
    Let's say Amount deducted at the time of transaction: INR 379850 (Principal amount) Bank charges interest of 12-15% per annum on INR 379850
    [Note: Interest factor is reducing rate and not Flat rate]
    EMI AMOUNT = INR 33750 x 12 = INR 405000
    Effectively, you have taken loan on 379,850 instead of 405,000

    Selection Criteria

    What is the selection process for this programme?

    STEP-1: Online Eligibility Test

    Fill out an application and take a quick online test with 18 questions to assess your aptitude and logical skills. The test would have questions from mathematics, aptitude, logical reasoning and pseudo-codes.


    STEP-2: Review and Shortlisting of Suitable Candidates

    Our faculty will review all applications, considering the educational and professional background of an applicant and review the test scores where applicable. Following this, Offer Letters will be rolled out so you are assured a great peer group to learn and network with. 


    STEP-3:  Enrollment for Access to Prep Content

    Make a quick block payment with assistance from our loan partners where required, receive immediate access to the prep content and begin your upGrad journey.

    upGrad Learner Support

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