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Key Features

PG Certification from MDI M
Regular MDI Alumni Status
DASCA Certified Data Scientist
Work on Live Projects
DASCA and Industry Mentorship
Weekend Sessions
Globally Accepted Certificate
No Cost EMI Available

Program Overview

Data Science refers to various categories of analytical approaches for modelling different business situations and arriving at solutions and strategies for optimal decision-making. This may involve approaches for modelling and arriving at assessing and predicting risk, market preferences, project feasibility, customer segmentation, inherent and underlying dimensions in consumer preferences, factors leading to probability of purchase, preferred segments in financial and credit card industry, probability of attrition in large organizations, and so on. IoT Analytics course introduces participants to a fundamental understanding of sensor data, systems, and innovative and novel analytical approaches. Machine learning methods are used for data analysis, which is similar to data mining, but the main goal of machine learning is to automate decision models. Algorithms are the heart and soul of machine learning, and they help computers find hidden insights. So, in essence, machine learning algorithms need to be learned. The machine needs to learn from data. Data will have multiple dimensions: type (quantitative or qualitative), amount (big or small size), and several variables available to solve a problem. Learning algorithms should also be as general-purpose as possible. We will be looking for algorithms that can be easily applied to a broad class of learning problems. R and Python are leading programming languages that have an array of packages for IoT data analytics. This course proposes to introduce R, Python, and various advance Python packages being used in IoT analytics. Standard R & Python Interactive Development Environments (IDEs) are going to be used to perform hands-on sessions/programming exercises.

At the end of the course the students should be able to:

  • Understand various techniques for analyzing real data
  • Understand the proper applicability of a technique to a given problem
  • Learn to visualize the data and draw insights from the data
  • Gather hands on experience with R, Python, and Tableau.
Starts On
June, 2021

4 Months

Program Fee
₹50,000 + GST


Best-in-class content by leading Faculty and industry leaders in the form of videos, cases and projects


  • Data Science Fundamentals
  • DIKW Pyramid
  • Variety of Data
  • Physical & Logical Representation

  • Natural Languages – Symbolic Representation
  • Computer Languages, Data Encoding.
  • Storage & Interpretations.

  • Sensor Data
  • Data Pre-Processing
  • Integration of Data Sources.
  • Heterogeneity & Distributed Nature.
  • Analog to Digital Conversion.
  • Time & Frequency Analysis.
  • Sampling Theorem
  • Edge Analytics.

  • R & Python Programming
  • Regression Linear & Non-Linear
  • Algorithms – MLR
  • Logistics & Non – Linear Regression.
  • Classification
  • Algorithms – SVM

  • Decision Trees
  • Time Series
  • Boosted Decision Trees
  • Naïve Bayes
  • Neural networks

  • Quality of Classification
  • Concepts of ROC
  • Hit Rate
  • KAPPA Statistic
  • K-S Statistics
  • Ridge & LASSO
  • Conjoint Analysis
  • Hidden Markov Models

  • Valuation of Mining Assets.
  • Valuation of patent.
  • Project Submission
  • Campus Visit

Weekly Projects
  • Curriculum
  • Online Applications.

    Programming Languages and Tools Covered

    Answer: Aspirants seeking career ahead into Data Science, Analytics, Analysis, AI and Machine Learning.

    Answer: MDI & DASCA certificate will develop expertise on Performing Analytics, Analysis, Machine Learning, Statistic, AI & ML experts.

    Answer: A certified Data Scientist, Data Analyst, Machine Learning Expert, Product Analyst, Data Engineer, Decision Scientist, AI Data Scientist, Business Analyst, Statistician, and so on…


    access to updated job openings
    Build a network of like-minded individuals via a powerful
    Live Projects
    Get access to live projects to exercise learnings.
    Get access to current NEWS and industry trends time on time.

    Group Enrollement

    GroUP : Power in Numbers

    The upTop GroUP enrollment initiative extends specialized benefits to an individual as offers an opportunity to earn while enrolling in the program. It gets you to paycheque even if you are not a part of the program, but your referral is. 

    You can enroll as a group of employees/family /friends to avail benefits comprising a customized prize plan, cashback, part-time paycheque, and many more under the Group Enrollment Initiative. 

    upTop objective to initiate the GroUP to create part-time job opportunities for many finding it hard to have good survival in this pandemic situation. Also, the AATAM NIRBHAR BHARAT would need more skilled, efficient, and industry-relevant managers than ever. 

    Many of us wanted to be mentor, career counselor, and guide however the rat-race pushed us away hence it is the time to fulfill your unfinished dream of being a career guide come true with the GroUP initiative. 

    upTop invites every individual to take a step ahead and help someone needed the most.

    Answer: Group enrollment is an initiative specially made for buddies do things together. It is also an opportunity for many wanted to take opportunity as part time job and earn while counselling friends, relatives, colleges and family members.

    Answer: Group enrollment is the best arrangement as it gives an opportunity to an individual to learn in groups, and monetary benefits to brand it look good and beneficial.

    Answer: Your hard work of spreading awareness among your peers will pay you two benefits. One, as become the reason of others career growth and second is the pay cheque. Your will have cash

    • GroUP with friends will get the entire group monitory benefits, your counsellor will give you more information on it.
    • Take this opportunity as part time job and earn regular basis. On every enrollment you will have a pay cheque credited in your bank account.


    PGC Data Science & Machine Learning

    Earn recognized POST GRADUATE certificate from MDI M on successful completion of all evolutions. Your PGC will have achieved GRADE mentioned along with the Alumni status of MDI M.

    • PGC will aid you to shape a better career ahead, advance in your career and add consistency to your long-term employment prospects.
    • Continued development will convince employers and your professional peers that you're qualified, updated and well in alignment with emerging trends.
    • Continuing learning will demonstrate your commitment and focus to your professional career, that you are willing to invest in your future and that will encourage an employer / hiring manager to pick you first.

    “the one is not the strongest that survives, neither the smartest that survives, however the one most approachable to adapt, develop & improvise”.

    Certification of Participation.

    MDI M is the top Business School of India hence to keep the reputation of the institute up and high, institute has set a tight evaluation process. Participant who will not be able to clear the evaluation process shall be awarded with certification of participation only.


    SDS (Senior Data Scientist) The SDS™ by the Data Science Council of America (DASCA) adds speed to your journey of turning a Data Scientist. SDS™ is the world's most powerful neutral certification for accomplished data science and analytics professionals now looking out for the more challenging and bigger-impact roles of data scientists and data architects. Besides proving best your proficiency, potential, and promise for handling the onerous responsibilities of a data scientist, SDS™ also paves way for you to PDS™, the top-most international qualification for data scientist’s world over.
    Fee is 85,000/- inclusive all taxes


    Big Data Analytics has emerged as one of the brightest Big Data career domains today for individuals with multiple academic and professional backgrounds. The ABDA™️ by the Data Science Council of America (DASCA) is the world's most credible 3rd–party, vendor–neutral certification for young business–school students and those graduating with majors like Statistics, Applied Mathematics, and Economics, dreaming of making exciting careers in Big Data. You can trust the internationally accepted and recognized ABDA™️ Credential to prove best, your proficiency, potential, and promise for Big Data analytics.

    Admission Process

    Online Application Open

    Screening & Shortlisting


    Final Apporoval




    ₹ 15,000*

    ₹ 50,000 *

    Total Program Fee ₹50,000 + GST
    (Applicable to people residing in India)

    No Cost EMI Calculator

    Total Amount

    ₹50,000 + GST






    Loan Calculator

    Total Amount

    ₹50,000 + GST

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    Loan Interest

    10% of Principle

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    What’s Included in the Price?

    Benefits/ Features
    • Post Graduate Certificate from MDI M.
    • DASCA globally accredited certificate
    • SDS - Senior Data Scientist certificate
    • Alumni status of MDI M.
    • Live projects to participate.
    • Case based learning.
    • Career support.
    • Zero cost EMI’s to complement financial aid.
    • Campus visit fee will be over an above the total program fee.

    Frequently Asked questions ❓

    If you are hesitating, do not worry - we are here to explain
    everything you might want to know. Let us help!

    Answer: Fill the online profile application, answer the important questions to let selection committee know more about your profile, Application fee is applicable.

    Answer: Yes, you do have chance to appear for scholarship, Please establish a contact with a strategic counselor for more information on it.

    Answer: You can beak the entire program fee in 3 part payments and pay OR may go for education loan facility and go for 1 year , 2 years EMI options.

    Answer: It is all technology driven hence you need to have basic internet , a laptop, tablet , mobile with active CAM and MIC.

    Answer: All sessions are live and interactive hence you will have direct interactions with faculty members, batch mates as all attending the session at one place.

    Answer: You do not have to worry about it as upTop LMS make sure to record every live session and make it available 24*7 in your LMS access. The LMS carry all recoded sessions, program roadmap, study materiel , case studies, PPT, notes, assessments , quizzes , rewards , points, EMI tracker.

    Answer: All live session and campus visit must only be delivered on weekends to make sure not interruption to working schedule.