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Foundational AI & Analytics Assessment

India's most credible AI & Analytics Assessment and Certification

  • Designed by experienced practitioners
  • Endorsed by industry leaders
  • Adopted by leading organisations and academic institutions
31st Jan, 2021
10th Feb, 2021 Wed, 11:00 IST
20th Mar, 2021 Sat, 11:00 IST
24th Apr, 2021 Sat, 11:00 – 13:00 IST
22nd May, 2021 Sat, 11:00 IST
05th Jun, 2021 Fri, 11:00 – 13:00 IST
04th Sep, 2021 Sat, 11:00 – 13:00 IST
27th Nov, 2021 Sat, 11:00 – 13:00 IST

Results will be announced within 15 working days after the assessment date and certificates will be awarded within 5 days after the results.

Registrations for a particular assessment will be closed 1 day prior to that assessment date

*Dates are subject to change. Any changes will be notified to registrants ahead of time.
*Candidates are required to login 30 minutes prior to the scheduled time on the date of assessment.
*Candidates can only take the exam from their desktop/Laptop

3AI Catapult Foundational AI & Analytics assessment is offered to students and working professionals aspiring to build a career in AI & Analytics.

AI & Analytics segment requires skilled professionals that have knowledge of interdisciplinary fields and systems to extract insights from data in various forms. The assessment focuses on multiple foundational aspects of AI & analytics: Data exploration, data preparation, visualisation, statistical analysis and inferences etc.


  • Increases professional credibility
  • Displays acquaintance of analytics processes
  • Sets you apart from your competition
  • Demonstrates your commitment to AI & Analytics and continued professional development
  • Establishes sustainable career pathway
  • Acts as a steppingstone towards earning the prestigious 3AI Catapult Advanced & Expert AI & Analytics Certifications*

*3AI Catapult Advanced & Expert AI & Analytics certifications launching soon

Assessment Partner

The assessment is provided by 3AI in collaboration with Analyttica TreasureHunt® LEAPS, world’s only innovative experiential EdTech platform for upskilling and assessment in AI and analytics

What you should do

Register yourself at LEAPS

Deadline : 24th Feb 2021

Instructions available on the below link

Register Now >

Asses your skillset

Instructions available on the below link

Take Sample Test >

D-Day, the final Exam

24th Feb 2021

Click Here to Register

  • FREE*
  • To avail an assessment for FREE, a member need to

  • register for an assessment before their

  • 3AI membership expires.

  • 2,000+Taxes
  • A non 3AI member or an individual whose 3AI membership

  • has expired, can avail the assessment by

  • paying the amount.


* – 3AI member can take the assessment only once per membership period (annual)
– Confirm your eligibility for Free assessment with your 3AI point of contact. Please refer FAQ for details.

At a Glance

This assessment is meticulously designed to evaluate the critical thinking and problem-solving skills for the application of fundamental concepts of AI and analytics

The assessment will help you to validate your skillsets as per industry standards and demonstrate your proficiencies in a set of contextualized application-oriented skills (refer syllabus for details)

Fundamentals of Machine Learning
Basics of R & Python Programming
Probability and Statistics for data science
Data preparation for analysis and modelling
Data visualization methods

India’s Largest Platform for AI & Analytics Aspirants and Professionals

Designed & Endorsed by


industry leaders,
practitioners and experts
in AI & Analytics

Actively taken by


students and
working professionals

Participants represent


leading organisations

Adopted By



Additional Information

  • Individuals either pursuing or completed graduation/post-graduation 
  • Working professionals from any industry segment/business functions 
  • Renew every two years 
  • Must convert to Advanced certification within 3 years of earning Foundational certification.

3AI Catapult is an independent validation that you have enhanced knowledge and understanding of deployable AI and analytics skills & processes.


Maintaining your 3AI Catapult certification means that you are continually working to advance your skills. This is achieved through a combination of continuing education, ongoing analytics employment, and sharing analytics experiences and knowledge – all part of the requirements for renewing your 3AI Catapult certification every two years.


3AI is actively working with employers who are adding “3AI Catapult Preferred” to their analytics job openings because 3AI Catapult provides a trusted means to identify, recruit and retain top analytics talent. Add “3AI Catapult” to your signature to open doors to new opportunities and professional growth.

The assessment is divided into three broad sections to be completed in 2 hours:


Quiz (MCQ)

15 Questions

Time Limit – 20 Minutes


Coding assessment

5 Questions

No Time Limit


Solving data-cases

2 data-cases

No Time Limit


Based on the percentage of marks achieved, the certificate will have the below 3 levels of Grades:

  • Grade – Passed (Minimum 40% of total marks)
  • Grade – Excellent (60% – 80 % of total marks)
  • Grade – Outstanding (>80% of total marks)
  • Assessment Sections
  • Assessment Syllabus
Section 1

Multiple Choice Questions

  • 15 multiple choice questions.
  • 10 questions – 2.5 marks each
  • 5 questions – 5 marks each
  • There will be no negative marking
  • The section is time-bound with 20 minutes

50 Marks

Section 2

Programming skills in Python

  • 5 questions in python
  • 5 questions – 5 marks each
  • For some of the questions, the candidate may need to submit a program
  • There will not be any negative marking
  • The section will not be time-bound

25 Marks

Section 3

Problem Solving Abilities

  • There will be 2 case studies
  • Solve by Point & Click
  • Solve by Python programming
  • There will not be any negative marking
  • Candidate will be evaluated based on approach and result

125 Marks

Probability and Statistics for data science

  • Distributions –Binomial, Normal, Bernoulli’s, Poisson
  • Univariate, bivariate and fundamentals of multivariate analysis
  • Inferential statistics
  • Significance of probability theories and hypothesis testing
  • Significance of Correlation, and covariance
  • Sampling techniques
Data visualization methods
  • Bar charts, Pie charts, Line charts
  • Stacked/Grouped charts
  • Box plots
  • Histograms & Density Plots
  • Scatter plots, pair plots & heatmaps
Data Pre-processing & data preparation for analysis and modelling
  • Exploratory data analysis
  • Methods of identification and imputation of missing values in data
  • Identification and treatment of outliers in data (flooring and capping)
  • Identification and treatment of default values in data
Feature Engineering
  • Methods of standardization and variable transformation
  • Feature scaling
  • Feature selection techniques
  • Variable reduction & Principal Component Analysis
Fundamentals of Machine Learning
  • Classification Models
  • Regression Models
  • Performance Measurement of Models
  • Models validation and selection

Click Here to Register

We will help you prepare

Click on the cards below to get access range of courses, cases, and data projects available for you to Learn, Apply and Solve and get ready for the assessment

Fundamentals of Data Analytics

Data pre-processing and preparations

Foundational elements of Machine Learning

Elements of Decision Science Applications

Frequently Asked Questions (FAQs)


Anyone with interest in pursuing a career in the field of AI & Analytics can take the Assessment.


Anyone with a bachelor’s degree and interest in pursuing a career in the field of analytics & data-science can take the assessment. 

  • Individuals either pursuing or completed graduation/post-graduation 
  • Working professionals from any industry segment/business functions 

The certification will be valid for a period of two years and the learner can renew the certification after this period by taking the assessment again.


There are several free courses and context available on internet covering the syllabus. One can also take up certain free courses offered by LEAPS by going to the below portal https://leaps.analyttica.com

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