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Offline Center IndoreupGrad logo
    Woolf

    Advanced Certificate in Data Science

    Our Advanced Certificate in Data Science Program is meticulously crafted to equip you with a comprehensive skill set at the upGrad offline learning center in Bangalore. From analyzing complex datasets to deriving actionable insights, our curriculum covers a wide array of topics in data science. These classes will be held at upGrad's Offline Learning Center in Bangalore. Prepare to excel in every aspect of the data science field.
    Data Science
    Woolf

    12+ Hours of Learning Sessions/Week

    4 Months

    Credentials

    Advanced Certificate in Data Science

    soft-skills coaching, interview prep, placement drive

    360-degree Career Support

    Batch Start, Limited Seats Available

    June 15, 2024

    High School Diploma or 10+2

    Eligibility Criteria

    Options available

    EMI

    to get Paid Internship

    Get Assistance

    Book your Free Career Counselling Session Today.

    +91
    Terms and conditions

    upGrad is not a university/college. Certificate courses provided by upGrad are to be solely treated as robust upskilling programs for career growth.

    Hands-on Immersive Classes

    Learners will get to participate in intense practice sessions where they will learn to apply theoretical concepts to actual data, solve complex problems, and navigate the challenges that arise when working with real datasets. The Immersion Program is designed to enhance your critical thinking skills and problem-solving abilities. These will be offline sessions conducted at upGrad's Offline Learning Centre in Bangalore.

    High-quality instructors and teaching assistants

    High-quality instructors and teaching assistants

    In-person teaching from exceptional educators with average 10+ years of experience.

    Smart Classrooms

    Smart Classrooms

    Air-conditioned classrooms with high-speed internet facility, secure connection, projectors, speakers, comfortable seating, and smart TV arrangements.

    Network with Peers

    Network with Peers

    Interact with people who share similar interests to build your professional network.

    Programme Overview

    Key Highlights

    200+ hrs of offline classroom teaching
    200+ hrs of offline classroom teaching
    Dedicated placement drive
    Dedicated placement drive
    100+ hrs of offline placement training in aptitude, Excel, soft skills and mock interviews
    100+ hrs of offline placement training in aptitude, Excel, soft skills and mock interviews
    5 Employability Tests
    5 Employability Tests
    5 Graded Projects - 1 per course
    5 Graded Projects - 1 per course
    Module on Generative AI latest tools such as (ChatGPT, GITHub CoPilot)
    Module on Generative AI latest tools such as (ChatGPT, GITHub CoPilot)
    75+ hours of on-demand self-paced learning
    75+ hours of on-demand self-paced learning
    AI-powered Profile Builder
    AI-powered Profile Builder
    10+ Programming Tools & Languages
    10+ Programming Tools & Languages
    5+ graded assignments + Daily practice problem sheets
    5+ graded assignments + Daily practice problem sheets
    2 hours daily  doubt resolution sessions
    2 hours daily doubt resolution sessions
    Get guided internship certificate from our partner companies such as: Uber, Practo, TeachforIndia
    Get guided internship certificate from our partner companies such as: Uber, Practo, TeachforIndia

    "Our aim is simple: We strive to create high-impact, hands-on experiences that prepare students for meaningful and productive careers.”

    - Ronnie Screwvala, Co-Founder, upGrad

    Upgrad_logo__1641810030894

    Syllabus

    A learner who opts for an early exit has the option of continuing the course in the future from where they exited. The pedagogy and delivery model may stand changed from when the learner initially enrolled.  

    For further clarification, please reach out to your admissions counselor.

    Download Syllabus

    Top Skills You Will Learn

    Machine Learning, Data Visualization, Python programming, Daview more

    Job Opportunities

    Data Analyst, Data Scientist, Product Analyst, Business analview more

    Who Is This Programme For?

    Anyone who is looking to boost their employability as a Fresview more

    Minimum Eligibility

    High School Diploma or 10+2

    Programming Languages and Tools Covered

    Python
    MySQL
    Excel
    NumPy
    Pandas
    Tableau
    PowerBi

    Advanced Certificate in Data Science from upGrad

    Get industry recognised completion certificate titled‘Advance Data Science Certification Program
    Click to zoom
    • Secure a data science job with dedicated career assistance.
    • Learn mentor-led industry projects from top product company instructors.
    • Receive interview preparation support, including coding challenges
    • Get guided internship certificate from our partner companies such as: Uber, Practo, TeachforIndia

    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

    Our team of experts

    Content designed by India’s leading data science faculty and industry experts

    Alok Chauhan
    Alok Chauhan

    Alok Chauhan

    Instructor, Data Science, upGrad
    upGrad
    10+ years of experience in DA/DS, Ex- L&T, New Holland, Data Arc, has served on site for clients in Hongkong, Nepal and Germany
    Kaustubh Singh
    Kaustubh Singh

    Kaustubh Singh

    Associate Director, Data Science, upGrad
    Walmart Labs
    7+ years of experience in AI, Ex-ICICI Bank, Data Science and Analytics Group, Developed and productized large-scale models/algorithms
    S. Anand
    S. Anand

    S. Anand

    CEO
    Gramener
    An alumnus of IIT Madras, IIM Bangalore and LBS London, Anand is among the top 10 data scientists in India with 20 years of experience
    Behzad Ahmadi
    Behzad Ahmadi

    Behzad Ahmadi

    Machine Learning Engineer
    Walmart Labs
    An M. Tech graduate and PhD from Jersey Institute of Technology, Behzad possesses tremendous years of experience in Data Science and ML
    Mirza Rahim Baig
    Mirza Rahim Baig

    Mirza Rahim Baig

    Lead Analyst
    Zalando
    Advanced analytics professional with 8+ years of experience as a consultant in the e-commerce and healthcare domains.
    Sajan Kedia
    Sajan Kedia

    Sajan Kedia

    Ex- Data Science Lead
    Myntra
    Sajan graduated from IIT, BHU and has tons of experience in Data Science, Big Data, Spark, Machine Learning and Natural Language Processing
    Rajesh Sabapathy
    Rajesh Sabapathy

    Rajesh Sabapathy

    Sr Director, Data Science
    Unitedhealth Group
    Rajesh has 10+ years of experience leading Data Science teams in various domains solving complex problems using Deep Learning & ML technique
    Vishwa Mohan
    Vishwa Mohan

    Vishwa Mohan

    Staff Engineer at LinkedIn
    LinkedIn
    Vishwa has 10+ years of experience with technology giants such as Oracle, Paypal and Walmart, Vishwa now works as a Staff Engineer at LinkedIn.
    Kautuk Pandey
    Kautuk Pandey

    Kautuk Pandey

    Lead Data Engineer
    VISA
    Kautuk has 10+ years of experience working in Data Science. He is a seasoned professional in Big Data, AWS, Pyspark and other technologies
    Ujjyaini Mitra
    Ujjyaini Mitra

    Ujjyaini Mitra

    Head of Analytics
    Zee5
    An alumnus of McKinsey and Co, Flipkart and Bharati Airtel with over 11 years of experience
    Ankit Jain
    Ankit Jain

    Ankit Jain

    ML Engineering Manager
    Meta
    An alumnus of IIT Bombay, UCB, and HBS with over 9 years of experience. Ankit has been recognised as 40Under40 Data Scientist for 2022

    Syllabus*

    Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live sessions
    Download Brochure
    200+
    Content Hours Available
    7+
    Industry Projects
    1
    Guided Internship Project
    10+
    Programming Tools/ Languages

    Prep

    3 Weeks
    • Mathematics for DS/ ML
    • Developing Logic in Programming + CRSIP DM + Excel
    • Business Problem Solving using Excel

    SQL

    4 Weeks
    • Basics of SQL
    • Advanced SQL - I
    • Data Modelling
    • Advanced SQL - II
    • SQL Assignment

    Python

    7 Weeks
    • Intro to Python
    • Programming in Python
    • Python for DS - NumPy and Basic Pandas
    • Pandas
    • DSA + OOPs
    • Data Visualisation in Python
    • Exploratory Data Analysis
    • Python Assignment

    Business Problem Solving + Visualisation

    3 Weeks
    • Data Story Telling + Visualisation using Tableau
    • Visualisation in PowerBI, AWS Quicksight & Google Looker Studio
    • Structured Problem Solving + Business Problem Solving
    • Dashboarding Assignment

    Intro to ML

    4 Weeks
    • Inferential Statistics + Hypothesis Testing
    • Linear Regression
    • Linear Regression
    • Logistic Regression
    • Capstone Project/ Guided Internship

    Advanced ML

    5 Weeks
    • Decision Trees
    • Clustering
    • Ensemble Models
    • Natural Language Processing
    • Neural Networks + Generative AI
    • Project 2 - Wolves

    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 faculty
    • Regular in-person doubt resolution sessions to facilitate better subject understanding
     Loan Approval EDA Assignment

    Loan Approval EDA Assignment

    In this assignment, you will work for a consumer finance company which specialises in lending various types of loans to urban customers and use EDA to analyse the patterns present in the data. This will ensure that the applicants are capable of repaying the loan and are not rejected.

    Learn More
    Movie Dataset from RSVP movies ( SQL Case Study)

    Movie Dataset from RSVP movies ( SQL Case Study)

    In this assignment, you will work on a movies dataset using SQL to extract exciting insights about popular films and the factors that drive a film.

    Learn More
    Bike Sharing Assignment

    Bike Sharing Assignment

    Perform data analysis to understand the factors on which the demand for bike sharing systems vary on and help a company optimise its revenue.

    Learn More
    Lead Scoring Case Study

    Lead Scoring Case Study

    In this case study, the company requires you to build a machine learning classification model wherein using some demographics and behavioural data of the leads (potential buyers), it will be able to identify the ones most likely to convert.

    Learn More
    Airbnb Case Study

    Airbnb Case Study

    Understand the factors that drive the Airbnb business and help the team leads tackle problems and bottlenecks through extensive data analysis on UI tools.

    Learn More
    Advanced ML Case Study - Telecom Churn

    Advanced ML Case Study - Telecom Churn

    Telecom companies often face the problem of churning customers due to the competitive nature of the industry. Help a telecom company identify customers that are likely to churn and make data-driven strategies to retain them from the perspective of a data scientist.

    Learn More

    The upGrad Advantage

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

    Industry-Leading Course Curriculum & Content

    Industry-Leading Course Curriculum & Content
    Case-based Pedagogy
    • 10+ tools and hands-on practice on 10+ case studies
    • Learn from industry cases for practical application
    Courses designed by industry experts
    • Course content and assignments designed in line with industry standards
    Blended Learning
    • Mix of Live Classes & Recorded lectures for your convenience
    benefits

    Extensive At-centre Learning Support

    Extensive At-centre Learning Support
    Expert Feedbacks & Supervisors
    • Personalised expert feedback on assignments and projects
    • Regular training sessions of technical/softskills and aptitude every-week
    Doubt Resolution & Feedbacks
    • In-person dedicated doubt resolution sessions every day
    • Dedicated practice problem/case study discussion sessions every Saturday
    benefits

    At-centre Placement Drives

    At-centre Placement Drives
    Maximize career opportunities
    • Regular soft-skills training sessions with experts to improve communication skills
    • Regular employability tests to improve skillsets and speed
    Network with hiring partners
    • Opportunity to interview with our hiring partners and connect with them
    • Meet industry experts, upGrad teams and alumni in fun-filled Networking Basecamps!
    benefits

    Unparalleled Career Services

    Unparalleled Career Services
    Personalised Mentorship & Coaching
    • Mentorship by industry experts to help you determine your Career Path & Options
    • One-on-one coaching to help you get the best career transition
    Mock Interviews, Resume Building
    • Get on-demand mock interviews for when you have to prepare for interviews
    • Use our AI-driven Top Resume Building tools to impress recruiters

    Our Learners Work At

    Top companies from all around the world have recruited upGrad alumni
    amazon
    Microsoft
    Myntra
    American Express
    Tech Mahindra
    Accenture

    Over 500 Careers Transformed

    Admission Process

    There are 4 simple steps in the Admission Process which is detailed below:

    Step 1

    Fill the Application Form

    Fill out an application giving your basic profile details.

    Step 2

    Shortlisting and block payment

    Once shortlisted, pay a block fee of INR 10,000 (Non-refundable)

    Step 3

    Offer letter and payment

    Balance to be closed within 7 days or batch start date whichever is sooner.

    Program Fees- Indian Residents

    INR 1,50,000 (Incl. Taxes)*

    View Plans
    *No Cost EMI options available
    The credit facility is provided by a third party credit facility provider and any arrangement with such third party is outside upGrad's purview.

    Note

    - 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. *programs.upgrad.com/disclaimer_courselist

    Frequently Asked Questions

    Course Eligibility

    Who is this program for?

    Anyone who is looking to enhance their qualification with an advanced certification, boost their employability and increase their chances of landing a new-age job in Data Science, Gen AI with improved opportunities for career growth. (Do not take a gap) 

    Is there an eligibility criteria for this program?

    High School Diploma or 10+2

    What is the admission process?

    The admissions process is completely online. The following are the key steps in the application process: 

    Step 1 - Fill Application form : Fill out an application giving your basic profile details.

    Step 2 - Shortlisting and block payment: Once shortlisted, pay a block fee of INR 10,000 (Non-refundable)

    Step 3 - Offer letter and payment: Balance to be closed within 7 days or batch start date whichever is sooner. 

    Course Curriculum

    What kind of certification will I get after completion of this course?

    Post successful completion of this program, you will get an Advanced Certificate in Data Science.

    How much time do I need to spend to achieve success in the program?

    You will need to spend 20-25+ hrs/week to get optimum results and learn. 

     

    Overall, this program will have video content broken down into small easy-to-complete segments that you can watch on the go-across devices. The remaining hours of engagement will be a mix of industry projects, live instructor sessions, mentoring sessions and online and offline meetups. 

    How do I know that this program’s curriculum is the best?

    The curriculum is developed by by globaly renowned faculty with special inputs from industry experts, which makes it extremely relevant to working professionals. 

     

    Along with it, our Support Services, Career Assistance, and Live Sessions make it a classroom experience, which no one else in the market can offer. 

    How would these real-industry projects help me?

    Our programs have a strong experiential component that will prepare you to apply your learning on the job. Learn-Experience-Apply, Case Studies and industry projects will help you to experience real-life challenges of a data scientist. 
     

    These will enable you to step into shoes of leading data scientist at companies and put to use the theoretical learning in an experiential manner. Post this program, these will serve as a portfolio of projects you can illustrate to boost your job placement opportunities or to advance your career.

    Refund Policy/Financials

    How much do I pay to block my seat?

    You need to pay ₹ 10,000 to block your seat, which is non-refundable. 

    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

    Is there any deferral or refund policy for this program?

    Refund Policy: (Programmes with prep-session component) 

    • Student must pay an applicable caution money for the enrolment to the Programme. This caution amount will be adjustable against the total Programme fee payable by the student.
    • You can claim a refund for the amount paid towards the Program at any time, before the Program Start Date, by visiting www.upgrad.com 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. Processing fee of Rs. 10,000/- will be levied. If less than Rs. 10,000/- have been paid in total, student shall not be eligible for any refund in such case.
    • Student shall not be eligible for any refund under any circumstances if any such refund requests are raised post Cohort Commencement Date and student will continue to pay the EMI for loan (if applicable) and such loan cannot be cancelled. This is also applicable for those students who could not complete their payment and could not be enrolled in the cohort opted for. However, the student can raise a request for Pre-Programme deferral as per the policy defined below for the same.
    • In case of a refund, student will be solely responsible for any cancellation of loan, including but not limited to applicable loan cancellation charges levied on the total cancelled loan amount.
    • Student must pay the full fee within 7 days of payment of Caution Money or Cohort Commencement Date, whichever is earlier, otherwise the admission letter will be rescinded.
    • Request for refund must be sent via e-mail in the prescribed Refund Request Form. The refund will be processed within 30 working days of commencement of the program after being duly approved by the Academic Committee.

    1st Deferral (pre or post programme commencement) is free for all enrolled students with the following conditions:

    • The Executive Post Graduate Program learners should complete the course in a maximum duration of 3 years from the initial batch start date.
    • The Advanced Certificate Program learners should complete the course in a maximum duration of 2 years from the initial batch start date.

    2nd deferral will be charged as explained below. 

     2nd 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 batch.
    • However, the student will be required to pay 50% of the total course 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 only once and to either of the scheduled cohorts to start in the next 1 year from the batch start date of initial batch the student enrolled for.
    • The student has time till the current cohort launch date to make the payment of the 50% program fee, post which the deferral request will expire. Once the deferral window expires and the student now asks for a refund, the above-mentioned applicable refund policy will apply.
    • The fee applicable to the deferred student will be as per prevailing fee for the batch student as opted to defer to (No additional deferral fee is required to be paid).

    2nd 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 to either of the scheduled cohorts to start in the next 1 year 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 program 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 till 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 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.

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    Python Programming Certification Training Course | Python Programming Certification Training Course
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    Executive PG Certificate in Machine Learning & NLP from IIITB | Executive PG Certificate in Machine Learning & NLP from IIITB
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    MS in Computer Science from Troy University | MS in Computer Science from Troy University
    Master of Science in Business Analytics from GGU | Master of Science in Business Analytics from GGU
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    MPS in Informatics Course from NEU | MPS in Informatics Course from NEU
    MPS in Applied Machine Intelligence from NEU | MPS in Applied Machine Intelligence from NEU
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    MPS in Analytics Course from NEU | MPS in Analytics Course from NEU
    MS in Project Management from Northeastern University | MS in Project Management from Northeastern University
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