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For College Students


    Blended (Online + Live)

    10-12 Hours/Week

    -- Months

    1 Capstone

    4+ Projects

    Starts at INR 6,875/month

    EMI Options

    Data analytics job opportunities


    Start Date


    Programme Overview

    Key Highlights

    Caltech Certificate
    Caltech Certificate
     Assured data-analytics job opportunities
    Assured data-analytics job opportunities
    Designed for working professionals
    Designed for working professionals
    200+ hours of learning
    200+ hours of learning
    Tableau and AWS Certification preparation included
    Tableau and AWS Certification preparation included
    No cost EMI options available
    No cost EMI options available
    Caltech-approved instructor masterclasses
    Caltech-approved instructor masterclasses
    AI-powered profile builder
    AI-powered profile builder
    Career mentorship sessions (1:1)
    Career mentorship sessions (1:1)
    Interview preparation and Just-in-time interviews
    Interview preparation and Just-in-time interviews
    Student mentor available throughout learning journey for all non-academic and non-technical queries.
    Student mentor available throughout learning journey for all non-academic and non-technical queries.

    “Caltech CTME is bringing these intensive certificate programs to India to fulfill an essential need for the local professionals and employers we serve.”

    - Dr. Rick Hefner, executive director at Caltech CTME


    Best-in-class content in the form of videos, cases and projects, assignments and live sessions. 

    Download Syllabus

    About the Program

    World-Class Curriculum

    World-Class Curriculum

    The curriculum has been designed to meet the demands of the industry by some of the best professors in the field from Caltech and Fullstack Academy. It covers Python, SQL, and Tableau along with NLP, ML and Artificial Intelligence.

    Hands-on Learning Experience

    Hands-on Learning Experience

    70+ hours of live classes make sure that the topics are covered in-depth and the learners are able to apply their knowledge in real life applications.

    Assured Job Opportunities

    Assured Job Opportunities

    Get five assured interview opportunities with dedicated assistance through resume building service, mock interview prep, (1:1) mentorship and employability tests*


    Assured job opportunities is subject to learner’s qualification for the roles and scoring >80% in the career eligibility tests.

    Top Skills You Will Learn

    Excel, SQL, Powerpoint, Tableau, AWS, Python, NLP, Artificiaview more

    Job Opportunities

    Data Analyst, Product Analyst, Business Analyst, Marketing Iview more

    Who Is This Program For

    Engineers, Marketing & Sales Professionals, Freshers, Domainview more

    Minimum Eligibility

    - English language skills and computer skills will be requirview more

    Programming Languages and Tools Covered


    Caltech Data Analytics Certificate Program
    Caltech Data Analytics Certificate Program
    Click to zoom
    • Learn the skills required for entry-level roles such as Data Analyst or Insights Analyst.
    • Outcome-driven program to jumpstart your career in the data analytics field.

    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

    Caltech Approved Instructors


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

    Download Brochure
    Total LS Sessions in the program

    Prep Course

    1 Week
    • Data Analysis in Excel + Presentation
    • Business Problem Solving

    Course 1- Python Bootcamp

    2 Week
    • Welcome Module
    • Introduction to Python

    Course 2 - Python

    7 Weeks
    • Programming in Python + Python Graded Questions
    • Python for Data Science
    • Data Visualisation in Python
    • EDA
    • Python Assignment

    Course 3 - SQL

    5 Weeks
    • Database Design and Introduction to MySQL
    • Advanced SQL
    • Data Modelling
    • Advanced SQL II
    • SQL Assignment

    Course 4 - Tableau

    5 Weeks
    • Tableau Certification
    • Data Storytelling
    • Tableau Assignment

    Course 5 - Machine Learning

    11 Weeks
    • Inferential Statistics
    • Hypothesis Testing
    • Linear Regression
    • Logistic Regression
    • Unsupervised Learning: Clustering
    • Decision Trees
    • Model Selection
    • Time Series Forecasting
    • Assignment

    Course 6 - AWS

    4 Weeks
    • AWS Certification

    Course 7 - Capstone Project

    2 Weeks
    • Capstone


    12 Weeks
    • Random Forest
    • Boosting
    • Advanced Regression
    • Introduction to Deep Learning - Artificial Neural Networks, Backpropagation & TensorFlow
    • Convolutional Neural Networks
    • Deep Learning Assignment
    • Introduction to Natural Language Processing - Lexical Processing
    • Syntactic Processing
    • NLP Assignment
    • Advanced Time Series
    • Domain Specific Modules - BFSI/Healthcare
    • Interview Prep Content


    upGrad reserves the right to modify, amend or change the structure of module delivery & the curriculum, after due consensus with the University partner

    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 from Caltech approved instructors on your project submissions

    The upGrad Advantage

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

    Learning Support

    Learning Support
    Expert Feedback
    • Personalised expert feedback on assignments and projects
    Student Support Team
    • Student mentor available throughout learning journey for all non academic and non technical queries.
    • For urgent queries, use the Call Back option on the platform.

    Doubt Resolution

    Doubt Resolution
    Q&A Forum
    • Timely doubt resolution by peers and Teaching Assistants on the Q&A forum

    Industry Networking

    Industry Networking
    Industry Networking
    • Live sessions by experts on various industry topics
    • Group discussions
    • One-on-one discussions and feedback sessions with industry mentors

    Our Learners Work At

    Top companies from all around the world have recruited upGrad alumni

    Over 500 Careers Transformed

    Disclaimer :

    These transitions are of upGrad alumni who have completed a similar program.

    Admission Process

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

    Program Fees

    ₹ NaN (incl. taxes)*

    View Plans
    *The credit facility is provided by a third party credit facility provider and any arrangement with such third party is outside upGrad's purview.

    Empowering Learners of Tomorrow

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

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    Based on upGrad NPS response data obtained from ~1252 learners, between 2nd Oct'21 to 18th Oct'21 for upGrad courses*. The review was performed by Deloitte Touche Tohmatsu India LLP. upGrad is a platform to facilitate program delivery by educational institutions and is not a college or a university itself. *

    Frequently Asked Questions

    Course Eligibility

    Who is this programme for?

    Engineers, Marketing & Sales Professionals, Freshers, Domain Experts, Software & IT Professionals

    What is the minimum eligibility for this programme?

    - English language skills and computer skills will be required

    - Programming experience not mandatory

    - The program design and curriculum assume that an undergraduate degree has been earned by the learner. However, undergraduates/freshers from STEM discipline can also apply.

    What is the admission process?

    Following are the key steps in the application process:

    Step 1: Complete the Application
    Fill out the application form with your academic and career details.

    Step 2: Get Shortlisted & Receive the Offer Letter

    Our admissions committee will review your profile. Upon being selected, an offer letter will be sent to you confirming your admission.


    Step 3: Block your Seat

    Block your seat with a payment of INR 25,000 to enroll into the programme. Get access to the course material and begin your journey to professional mastery!

    Do I need to have my own laptop/computer in order to do the program, and if so, what are the system requirements?

    Yes – all students must have their own laptop (or desktop for 100% online classes). We recommend having a machine with at least 16 GB RAM and 256+ GB storage.


    Recommended Specifications: Quad-core Intel i5, AMD 4000+ processor (CPU), or Apple M1 (or better) 16GB RAM for non-Apple M1 computers 8GB+ RAM for Apple M1 computers 256GB+ solid-state hard drive (SSD) with at least 80GB free SSDs may also be labelled as NVMe Webcam and microphone licensed copy of Microsoft Office 365 (Excel, Word, Powerpoint). 


    Min. Requirements: Apple, Windows, or Linux computer Operating system: macOS 10.15, Windows 10, or Ubuntu 18.04 Dual-core Intel i5, AMD 3000 processor (CPU), or Apple M1 8GB RAM 128GB solid-state hard drive (SSD) with at least 60GB free SSDs may also be labelled as NVMe Webcam and microphone 13” screen Licensed copy of Microsoft Office 365 (Excel, Word, Powerpoint).


    Helpful Additions:

    • External mouse – most helpful
    • External monitor (24” or larger)
    • External headset
    • External keyboard


    How much do I pay to block my seat?

    You need to pay INR 25,000 to block your seat.

    Are EMI options available?

    Yes, please check our "Fees" section for flexible EMI options.

    Refund Policy/Financials

    What is the programme fee?

    The program fee is INR 3,00,000 including taxes.

    What is the refund policy for this programme?

    Refund Policy
    1. 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 the reasons listed. Processing fee of Rs. 10,000 will be levied. No refund is permitted once the batch starts.


    2. Student must pay the full fee within seven (7) days of payment of caution amount or Batch Start Date, whichever is earlier, otherwise the admission letter will be rescinded.


    3. In the event that the university selection process extends beyond the Batch Start Date, you will be provided a provisional admission to the Programme. If your candidature is thereafter rejected, you will be provided a refund of amount paid towards the Programme fee without any applicable deduction.


    4. Request for refund as per point no. 1 of the refund policy, must be sent via e-mail in the prescribed refund request form. The refund will be processed within 30 working days of submitting the duly signed refund form, after being duly approved by the Academic Committee.

    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

    Interview Assurance

    Terms & Conditions for Interview Assurance Initiative

    Terms and Conditions

    • 100% Program modules must be completed by the learner and the learner must have received a Program completion certificate as per the policies of upGrad.
    • upGrad shall provide the learner with 5 opportunities and they will have to apply and crack it.
    • If a learner chooses to withdraw or cancel his/her enrolment during the Program, learner shall not be eligible to participate in this Initiative.


    Eligibility Criteria for the Initiative: 

    • Learners must have successfully completed the program with a CGPA of 2.0 or above to avail of the benefits of this initiative.
    • Learner must achieve a minimum of 80% attendance in the live online sessions.
    • Learner must complete 100% of online recorded modules;
    • Learner must clear all the employability tests conducted by upGrad with an average of 80%.
    • Learners must complete all the career related content on upGrad learning platform including assessments, live sessions, webinars, and career related projects including resume services and mock interviews within stipulated timelines.
    • Profile building – Learner is required to provide all relevant profile details, including but not limited to educational qualifications, number of years of work experience, companies worked for, salary details, current location and locations where you are willing to relocate. upGrad does not guarantee in getting relevant openings in your preferred location.
    • Resume Service - A resume review service will be provided to the learner. Learners are expected to make use of it and circulate only those resumes which are created with the template provided, during your job search.
    • Career prep - Learners are required to complete all the elements of the Program related to career preparation including, but not limited to, mock interviews, employability tests and career content.
    • Learners will have to apply for openings with the companies by filling an interest form, career center job portal or any other mechanism for applying.
    • During the entire Program duration, a student mentor will be assigned to you who will guide, help, and motivate you to achieve your career goal.


    To assist the learner in achieving this goal, upGrad will provide the learner with career services, details of which are provided below:

    • Resume building service.
    • Mock interview preparation - Mock interview calls with industry experts will be provided to help you prepare for the interviews.
    • Additional content and assignments to get your interview-ready.
    • 1 on 1 mentorship by upGrad mentors.
    • Employability tests


    Without limiting the foregoing, the learner shall not be eligible to avail our job opportunities in any of the following circumstances:

    • You do not complete the Program with required grades and attendance criteria of minimum 80% attendance in live sessions.
    • You do not complete 100% of the mandatory online Program recorded modules.
    • You do not score a minimum of 75% in the online Program as well as in the live activity sessions.
    • You do not complete the mandatory career preparation elements of the Program.
    • Any information submitted by you, either in the resume or in the Career Services surveys is found to be untrue.
    • Learner turns down a job offer for an incremented salary, received through upGrad’s career assistance services.

    upGrad Learner Support

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    We are available 24*7