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IIT-Jammu

Executive Post Graduate Certification in Data Science & AI

2,456 Ratings

Learn from IIT Jammu Faculty & Industry Experts
Get Guaranteed Job Interviews*

Master the concepts of data science and artificial intelligence in this carefully curated Executive Post Graduate Certification Program in Data Science & AI from IIT Jammu and Intellipaat. Learners will get 1:1 coaching from IIT Jammu faculty and industry experts. Candidates will also be receiving Guaranteed Job interviews from Intellipaat upon moving to the placement pool. This course will provide the right skills needed for a fruitful career.

In collaboration with

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Ranked #1 Data Science Program by India TV

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Learning Format

Online Bootcamp

Live Classes

11 Months

Executive PG certification

from IIT Jammu

Campus Immersion

IIT Jammu

400+

Hiring Partners

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About Program

Learn the ins and outs of Excel, Python, and SQL to master the concepts of data science machine learning. Get the chance to choose from 5 different specialisations, receive top-notch mentorship, and excellent career guidance and opportunities.

Key Highlights

650+ Hrs of Applied Learning
90+ Live sessions across 11 months
250 Hrs of Self-Paced Learning
4 Specializations
50+ Industry Projects & Case Studies
Designed for Working Professionals
One-on-One with Industry Mentors
24*7 Support
2 Days campus immersion at IIT Jammu
Learn from IIT Jammu Faculty & Industry Practitioners
Executive PG Certification from IIT Jammu
Industry Recognized Microsoft Certification
Get Microsoft Official Study Material
Top 3 Performers in every batch will get LOR from IIT Jammu
Top 2 Performers in every batch will get scholarship of 80,000 INR
Get Free Voucher for Exam AZ-900: Microsoft Azure Fundamentals worth $99
Get Additional Refresher Sessions on Weekdays
Dedicated Learning Management Team
Resume Preparation and LinkedIn Profile Review
1:1 Mock Interview
2 Free Deferrals
No-Cost EMI Options Available
3 Guaranteed Job Interviews upon movement to Placement Pool

About IIT Jammu

The institution belongs to the elite group of IITs in the nation. IIT Jammu is renowned for its top-notch research facilities and is home to numerous notable Ph.D. researchers. It has around 100 faculty members across many areas and is renowned for offering respectable on-campus employment opportunities.

Key achievements of IIT Jammu:

  • Awarded by the Ministry of Education (Innovation cell) for promoting innovative startups.
  • Ranked 7th best in the inter-IIT Tech Meet 9.0
  • Ranked #1 globally in CS GO AI Challenge by Skybox
  • Ranked #1 in SIH 2019 and SIH 2020.

Upon the completion of this program, you will:

  • Receive Executive Post Graduate Certification from IIT Jammu.
Executive-Post-Graduate-Programme-in-Data-Science-AI_Certificate Click to Zoom
Note: All certificate images are for illustrative purposes only and may be subject to change at the discretion of the IIT Jammu.

Program in Collaboration with Microsoft

Microsoft is one of the biggest names and leading innovators when it comes to Data Science, Machine Learning and Artificial Intelligence tools. This program is led by experts who will take you through all the crucial concepts and get you started on projects that are relevant in the current industrial scenario.

Benefits for students from Microsoft:

  • Free Voucher for Exam AZ-900: Microsoft Azure Fundamentals worth $99
  • Industry-recognized certification from Microsoft
  • Real-time projects and exercises
  • Official study material from Microsoft for SQL certification
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Career Transition

55% Average Salary Hike

$1,20,000 Highest Salary

12000+ Career Transitions

400+ Hiring Partners

Career Transition Handbook

*Past record is no guarantee of future job prospects

Who can apply for this Executive Post Graduate Certification Program in Data Science & AI?

  • Individuals with a bachelor’s degree and a strong interest in learning AI and data science
  • IT professionals looking to make a career transition as data scientists and artificial intelligence engineers
  • Software Developer, Project managers, Non-Technical Professionals & Entry-level professionals looking to build their careers in artificial intelligence and data science
who-can-apply

What roles can a person trained in Data Science & Artificial Intelligence play?

Senior Data Scientist

Understand the issues and create models based on the data gathered, and also manage a team of data scientists.

AI Expert

Build strategies on frameworks and technologies to develop AI solutions and help the organization prosper.

Machine Learning Expert

With the help of several machine learning tools and technologies, build statistical models with huge chunks of business data.

Applied Scientist

Design and build machine learning models to derive intelligence for the numerous services and products offered by the organization.

Big Data Specialist

Create and manage pluggable service-based frameworks that are customized in order to import, cleanse, transform, and validate data.

Senior Business Analyst

Extract data from the respective sources to perform business analysis, and generate reports, dashboards, and metrics to monitor the company’s performance.

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Skills to Master

Python

Data Science

Data Analysis

AI

GIT

MLOps

Data Wrangling

SQL

Story Telling

Machine Learning

Prediction algorithms

NLP

PySpark

Model

Data visualization

Deep Learning

Data Engineering

Business Analytics

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Tools to Master

pyspark python jupyter Scipy numpy pandas matplotlib tensorflow SQL Power-BI-1 excel git SparkSQL
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Meet Your Mentors

Curriculum

Live Course

Core Syllabus

Excel

  • Excel Fundamentals
  • Excel For Data Analytics
  • Data Visualization with Excel
  • Excel Power Tools
  • Information Measure in Excel

Project Work

  • Excel Analytics
  • Hypothesis Testing Using Excel

Case Studies

  • Customer Segmentation
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Python

  • Python Fundamentals
  • Python OOPs
  • Data Manipulation and Visualization using NumPy, Pandas, Matplotlib, Seaborn, etc.
Project Work
  • Area Calculator
  • US Honey Data Analysis

Case Studies

  • HR Analytics
  • Purchase Information
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SQL

  • SQL Basics
  • Subqueries, Views, Functions, etc
  • SQL Performance and Optimization

Project Work

  • Relational Database

Case Studies

  • Customer Transactions
  • Product Information
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Statistics

  • Statistics, Probability, & Linear Algebra for Data Science
  • Inferential Statistics and Hypothesis Testing Using Python
  • EDA case studies with Statistical Analysis

Project Work

  • US Honey Data Analysis With Statistics

Case Studies

  • HR Analytics With Statistical Analysis
  • Purchase Information with Statistics
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Machine Learning

  • Introduction to machine learning
  • Supervised and Unsupervised Learning
  • Regression Problems using Linear Regression, Decision Tree, Random Forest, etc
  • Classification Problems using Logistic Regression, Decision Tree, Random Forest, etc
  • Feature engineering and feature selection
  • Evaluation Metrics, Hyperparameter Optimization
  • Clustering problems using K-Means Clustering

Project Work

  • Boston Housing
  • Customer Segmentation
  • Customer Churn

Case Studies

  • Walmart Case Study
  • Census Income
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Specialisations

Advanced Machine Learning

  • Dimensionality Reduction, SVD(Recommendation Engine), etc
  • Time series forecasting, case studies(projects).
  • Bagging & Boosting Algorithms, SVMs, etc

AI With Tensorflow

  • Introduction to Keras API and TensorFlow
  • Neural networks
  • Multi-layered Neural Networks
  • Artificial Neural Networks
  • Deep neural networks
  • Convolutional Neural Networks
  • Recurrent Neural Networks
  • GPU in deep learning
  • Autoencoders, restricted Boltzmann machine
  • Object Detection

Project Work

  • Air Passengers
  • Face Detection
  • Product Pricing

Case Studies

  • Image Classification
  • Text Classification

Advanced Machine Learning

  • Dimensionality Reduction, SVD(Recommendation Engine), etc
  • Time series forecasting, case studies(projects).
  • Bagging & Boosting Algorithms, SVMs, etc

NLP

  • Text Mining, Cleaning, and Pre-processing
  • Text classification, NLTK,
  • Sentiment analysis
  • Sentence Structure,
  • Sequence Tagging,
  • Sequence Tasks, and Language Modeling
  • AI Chatbots and Recommendations Engine

Project Work

  • Product Reviews
  • Recommendation Engine

Case Studies

  • Sentiment Analysis
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Introduction to Data Analytics

  • Introduction to Big Data And Spark
  • Data Modeling
  • Cloud Data Warehouses
  • Mastering ETL Tool — Informatica
  • Data Visualization using PowerBI
  • Advance SQL techniques
  • Advanced Excel Techniques

Project Work

  • Recommendation Engine
  • Informatica

Case Studies

  • Country Profile Visualization Case Study
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Introduction to Data Engineering

  • Introduction to Data Engineering
  • Big Data Engineering with Apache Spark and Kafka
  • Data Modeling
  • Cloud Data Warehouses
  • Mastering ETL Tool — Informatica
  • Data Engineering on the Cloud
  • Schedule and Automate Data Pipelines with Apache Airflow
  • Data Virtualization and Containerization

Project Work

  • How to Design Scalable Cloud Data Warehouse
  • Data Modeling for an Enterprise
  • Loading data into a cloud data warehouse using a cloud provider

Case Studies

  • Student Survey Visualization Case Study
  • Adventure Works Sales Visualization
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Advanced Machine Learning

  • Dimensionality Reduction, SVD(Recommendation Engine), etc
  • Time series forecasting, case studies(projects).
  • Bagging & Boosting Algorithms, SVMs, etc

Data Modeling

  • Bagging and Boosting Algorithms
  • Advanced concepts in Time Series Forecasting
  • Data Visualization using PowerBI
  • Data Strategy and Architecture

Project Work

  • Recommendation Engine
  • Campus Placement
  • Sentiment Analysis
  • Air Passengers

Case Studies

  • Student Survey Visualization
  • Adventure Works Sales Visualization
  • Country Profile Visualization
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Disclaimer
Intellipaat reserves the right to modify, amend or change the structure of module & the curriculum, after due consensus with the university/certification partner.

Program Highlights

90+ Live sessions across 11 months
250 Hrs of Self-Paced Learning
50+ Industry Projects & Case Studies
24*7 Support

Projects

Projects will be an essential part of this executive post-graduate program in data science and AI. These projects have been designed to provide you with the real-world experience that is needed to make a successful career transition. Below we have listed just a few of the projects that learners will be working on.

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Career Services By Intellipaat

Career Services
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Career Oriented Sessions

Throughout the course

Over 10+ live interactive sessions with an industry expert to gain knowledge and experience on how to build skills that are expected by hiring managers. These will be guided sessions and that will help you stay on track with your up skilling objective.

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Resume & LinkedIn Profile Building

After 70% of course completion

Get assistance in creating a world-class resume & LinkedIn Profile from our career services team and learn how to grab the attention of the hiring manager at profile shortlisting stage

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Mock Interview Preparation

After 80% of the course completion.

Students will go through a number of mock interviews conducted by technical experts who will then offer tips and constructive feedback for reference and improvement.

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1 on 1 Career Mentoring Sessions

After 90% of the course completion

Attend one-on-one sessions with career mentors on how to develop the required skills and attitude to secure a dream job based on a learners’ educational background, past experience, and future career aspirations.

guaranteed

3 Guaranteed Interviews

Upon movement to the Placement Pool

Guaranteed 3 job interviews upon movement to the placement pool after clearing the Placement Readiness Test ( PRT). Get interviewed by our 400+ hiring partners.

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Exclusive access to Intellipaat Job portal

After 80% of the course completion

Exclusive access to our dedicated job portal and apply for jobs. More than 400 hiring partners’ including top start-ups and product companies hiring our learners. Mentored support on job search and relevant jobs for your career growth.

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Peer Learning

Via Intellipaat PeerChat, you can interact with your peers across all classes and batches and even our alumni. Collaborate on projects, share job referrals & interview experiences, compete with the best, make new friends – the possibilities are endless and our community has something for everyone!

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Admission Details

The application process consists of three simple steps. An offer of admission will be made to selected candidates based on the feedback from the interview panel. The selected candidates will be notified over email and phone, and they can block their seats through the payment of the admission fee.

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Submit Application

Tell us a bit about yourself and why you want to join this program

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Application Review

An admission panel will shortlist candidates based on their application

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Admission

Selected candidates will be notified within 1 week

Program Fee

Total Admission Fee

$ 3,422

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Frequently Asked Questions

Why should I sign up for this Executive Post Graduate Certification Program in Data Science and AI?

This course has been specially designed to provide you with the requisite knowledge for a fruitful career in the field of data science and artificial intelligence.

To receive certification you will have to meet the following criteria:

  • Minimum of 65% attendance is mandatory
  • Answer all examinations
  • Complete all required projects
  • Submission of capstone project

Upon the fulfillment of all the criteria, you will receive certification from IIT Jammu and Intellipaat.

Intellipaat offers world-class placement services and will help with the learners’ career needs. IIT Jammu is not responsible for placements and will only offer the certification.

Mentors on this course will be the esteemed faculty of IIT Jammu and top industry experts.

You will have the chance to work on a variety of tasks and projects, giving you exposure to a variety of real-world business settings. You’ll be working on a capstone project with a research component at the end of the course that you can show to top employers to be recruited.

Classes will be held on Saturdays and Sundays, on the weekends. 15 hours per week of dedication is sufficient to understand and succeed in the interviews and you will also be required to set aside time for your assignments and exams. The training program also includes numerous competitions and hackathons for you to participate in.

You can always contact our customer service staff to clear any doubts you may have. Along with your professors, you will also have a dedicated teaching assistant from Intellipaat who will be accessible to answer any questions you may have.

If you are unable to attend one of the live lectures, you will receive a copy of the recorded session within the next 12 hours. If you have any further questions beyond that, you can contact our course advisors or ask them in our community.

Please note that the course fees is non-refundable and we will be at every step with you for your upskilling and professional growth needs.

Due to any reason you want to defer the batch or restart the classes in a new batch then you need to send the batch defer request on [email protected] and only 1 time batch defer request is allowed without any additional cost.

Learner can request for batch deferral to any of the cohorts starting in the next 3-6 months from the start date of the initial batch in which the student was originally enrolled for. Batch deferral requests are accepted only once but you should not have completed more than 20% of the program. If you want to defer the batch 2nd time then you need to pay batch defer fees which is equal to 10% of the total course fees paid for the program + Taxes.

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What is included in this course?

  • Non-biased career guidance
  • Counselling based on your skills and preference
  • No repetitive calls, only as per convenience
  • Rigorous curriculum designed by industry experts
  • Complete this program while you work