PGP in Data Science & AI (With Fellowship) - INSAID

Advanced level program

PGP in Data Science & AI (With Fellowship)

12 months | Live Instructor led | Weekend Online

Master Data Analytics, Machine Learning & AI in 12
+ 3 months with India's #1 Data Science+AI Fellow program
Designed by mentors from

4.9/5

(1682+ ratings)

10000+

enrolled professionals

Talk to Learning Advisor

70631-19228

9 AM - 9 PM IST

Admission Deadline :

140%

Highest Salary Hike

6000+

Career Transitions

10/10

Placement Assistance

Program Overview

This program includes:

12 Terms - AutoNLP, Model Deployment & End to End AI Product
Duration: 12+3 months | Weekend Online
Live Instructor led classes
Daily doubt clearing
Term projects & Capstone projects
No Cost EMI upto 12 months
Placement Support & Assistance
Industry immersion with top Data Science leaders
1:1 career mentorship sessions

Who should join?

Engineers, Project Managers, Consultants & Non-technical backgrounds (Teachers, Sales & Marketing) & anyone interested in upskilling in Data Science & AI.

Job Opportunities

Decision Scientist, Machine Learning Engineer, Junior Data Scientist, Senior Data Scientist, Data Science Manager/Architect, Principal Data Scientist.

Want to Know More?

Every individual from various backgrounds must learn

Analytics to outshine in the competive world today!

- Suchit Majumdar, Chief Data Science Mentor, INSAID.

Program Syllabus

12 Terms

(12+3 months)

120+ hours of

live classes

55+ career

sessions

  • Data Science Fundamentals

  • Data Operation with Numpy

  • Data Manipulation with Pandas

  • Introduction to Data Visualization

  • Data Visualization using Matplotlib

  • Hands-on Pandas for Rapid Visualization

  • Seaborn for Data Visualization

  • Introduction to Exploratory Data Analysis

  • EDA Framework Deep Dive

  • Scientific Exploration of Industry Data (Case Study)

  • Student Presentations & Insight Delivery

  • In a simulated environment get to work with a major Telecom company that seeks help from your team of Data Scientists to resolve a major marketing hurdle in front of them. Get a near real world exposure of working on industry problems within data science teams to reach a common end goal of helping customers win.

  • Introduction to Machine Learning

  • Linear Regression

  • Logistic Regression

  • Model Evaluation Techniques

  • Decision Trees

  • Random Forests

  • Dimentionality Reduction using PCA

  • Naive Ba yes Classifier

  • KNN (K-Nearest neighbors)

  • K-means Clustering

  • Ensemble Learning

  • Optimization

  • Experience a real world simulation of a company problem that needs to be solved using Data Science and Machine Learning. Work with a team fo Data Scientists who are working towards solving issues for a company in trouble.

  • Introduction to Artificial Intelligence

  • Applications of Artificial Intelligence

  • Introduction to TensorFlow and Keras

  • Math behind AI: Simplified

  • Introduction to Deep Learning

  • Activation Function and Learning Rate

  • Role of Optimizers in Deep Learning Models

  • Deep Learning Model Practicals

  • Intro to Convolution Neural Networks

  • Decoding Image Components

  • Identifying MNIST using CNN

  • Preprocessing Image Data to apply CNN

  • Introduction to NLP & Word Vectors

  • Decoding a Textual Data

  • NLP using Recurrent Neutral Networks (RNN)

  • NLP using Memory Alterations

  • In this ever evolving world, solving complex problems get easier using AI.In this capstone project you will be an AI expert who is helping a hypothetical company resolve some major challenges it faces by using AI. Get a chance to work with a team of AI specialists and a simulated environment to help you relate to real world challenges companies face regularly.

  • Transfer Learning

  • Object Detection using CNN based Algorithms - I

  • Object Detection using CNN based Algorithms - II

  • Teaching Machines to Mimic Real-World (Generative Models)

  • Teach Machines to Generate New Textual Data (Language Modeling)

  • Keras Functional API and Intro to Sequence to Sequence Model

  • Language Translation - English to Spanish using Seq2Seq Models

  • Building a Chatbot

  • Techniques to Enhance Seq2Seq Models (Attention Mechanism)

  • NLP using CNN

  • Advanced NLP using BERT

  • Instance Segmentation in Images

  • Introduction to Automated Vision and NLP Solutions

  • Building Blocks of AutoVision

  • Building Blocks of AutoNLP

  • Putting AutoVision and AutoNLP to Use

  • Experience a real world simulation of a company problem that needs to be solved using Artificial Intelligence. Work with a team of Data Scientists who are working towards solving issues for a company.
    Use techniques learned such as,
    1. Ingestion of Data
    2. Pre-processing
    3. Model Building on the cloud
    4. Model Tuning and Evaluation
    5. Building an entire application to combine all the previous steps
    6. Deploying the model to a GCP server

Programming Languages & Tools

Completion & Merit Certifications

Live Projects and Case studies

50+ Topic wise Assignments

30+ Tools and Packages

Faculty & Mentors

Work on world class Projects

Product Classification based on Review
Predict the label of the product based on a review.
Classify whether Real or Fake News
Determine if an article is fake news or not?.
Subject Text Classification
Predict the topic of the text passed by the user.
Predicting the Topic of the News
Classify a news article into a broader topic
Nietzsche Texts Generator
Generate texts out a set of characters or words of Nietzsche texts using text generation model.
Abalone Age Prediction
Predict the age of abalones based on physical measurements.
Drug Prediction
Automatic drug presciption based on the health report of the person.
Avocado Price Prediction
Predicting the future price of avocadoes based on historical data.

Share your achievements

with your professional network

Globally recognized certifications

Unique certification ID

Lifetime validity

10000+

Professionals upskilled in
Data Science & AI.

140%

Average salary hike after career transition.

2-in-1

Get two Certifications - Completion & Merit

Our students work at

Recent Career transitions

GCD
(6 months)

Radhika Mirani

Software Developer
Data
Analyst
GCDAI
(10 months)

Sourav Ghosh

Sr. Data Engineer
Asc. Data Engineer
GCDAI
(10 months)

Santosh Dogra

Sales process Head
Head- XSell - PWA
GCDAI
(10 months)

Rahul Ghosh

Sr.Project Manager
Engineering Leader

Free Modules (worth INR 60K)

Power BI Course

Learn Power BI to render decision making easier with amazing dashboards.

SQL Course

Learn SQL in order to handle structured data in relational databases..

Industry Mentorship

Gain practical knowledge from Top Data Scientists

Beyond the program advantage

Dedicated resource center with 1000+ resources to ease your data journey. All 7 day of week technical support to answer all your technical queries.
Monthly Speaker Connect
Your learning isn’t limited to the weekly sessions led by faculty but at INSAID we rope in top Data Science leaders across the world to help you gain not only practical insights but also prep you for cut throat competition.
International Summits
Every six months, we usually organize Data Science Summits inviting leaders from one entire geography. Most recent one being SEA - South East Asia Conference.
  1. Carefully crafted program such as career launchpad which will help the candidates to polish their resume & GitHub profiles.
  2. Participating in Mock interviews & get job ready Job.
  3. Dedicate job opening portal to find your perfect role.
Life-time access to the resources, content and community support to clear your doubts.

Admission Process

STEP 1

Schedule call with learning advisor

To discuss career transition and end objectives
STEP 2

Apply for Scholarship

Apply for scholarship upto 70% on the entire program fee
STEP 3

Start Learning

Get access to your dashboard and begin your journey with starter kits.

Program Fee

Program Fee (without scholarship)

INR 5,00,000 +GST

Program Fee (with 70% scholarship)

INR 200,600

(including GST)

EMIs Starting 9k/month*

No cost EMI options available*.

Student Reviews

Frequently Asked Questions

Background in Programming & Maths is helpful but not mandatory.
Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
In the PGPDSAI(With Fellowship) program, you're expected to work on 10 Term Projects, 1 Mini Capstone Project & 2 Capstone Projects mandatorily. Beyond these, we have a repository of 55+ projects from various domains on which you can work.
Term Projects are individual projects specific to a particular term and will be shared post completion of every term. While Capstone Projects are closest to real world Data Science Project, where one has to apply different concepts learnt in the program.
Download our latest program brochure & curriculum.
Daily 30 mins of prep time is required. You can choose to practice, read or watch videos. And on weekends one must attend 2 hours of live classes on both Saturday & Sunday.
Every term is for 4-5 weeks approximately. And the overall PGPDSAI(With Fellowship) program duration is 12 months.
Yes, INSAID Vision Scholarships (being funded by INSAID Vision Fund®️) provide upto 70% tuition waiver to deserving professionals. Our goal through these scholarships is to enable anyone from any financial background to be able to become a Data leader of tomorrow.
INSAID Vision Scholarship is available to anyone a) with a deep interest in next generation technologies like Data Science, AI, Big Data Analytics & IOT b) Wants to be a Data leader of tomorrow and has had a demonstrated professional success c) who will passionate serve INSAID's mission of putting India on the global AI map. To know more about this scholarship, talk to our Admissions today!
Three things make this program world class 1. Progressive Learning Architecture: INSAID's proprietary Progressive Learning Architecture ensures that irrespective of the background you are from, you will attain mastery in a step-by-step way 2. Concept-to-Context®️ Learning Framework: INSAID's Concept-to-Context®️ framework ensures that you are learning every Data Science concept in context of real world industry problems 3. INSAID Career Center: INSAID's mission is to groom Data leaders of tomorrow. INSAID Career Center helps you launch a Data Science career with 100% confidence.
INSAID offers career assistance through Data Science Career Launchpad. The student gets hands-on experience as a Data Leader with rigorous resume and GitHub building sessions. You will also learn to create a strong LinkedIn presence and develop top notch interview skills.
Go through our Student Policy link.

Have more queries

related to career or program?

Call us +91 70631-19228 (or)

Schedule chat with our experts

Other popular programs


Advanced level program

PGP in Data Science & AI (With Fellowship)

12 months | Live Instructor led | Weekend Online

Talk to Learning Advisor

70631-19228

9 AM - 9 PM IST
Admission Deadline : 11 Sep 2022

140%

Highest Salary Hike

6000+

Career Transitions

10/10

Placement Assistance

Program Overview

This program includes:

12 Terms - AutoNLP, Model Deployment & End to End AI Product
Duration: 12 months| Weekend Online
Live Instructor led classes
Daily doubt clearing
Term projects & Capstone projects
No Cost EMI upto 12 months
Placement Support & Assistance
Industry immersion with top Data Science leaders
1:1 career mentorship sessions

Who should join?

Engineers, Project Managers, Consultants & Non-technical backgrounds (Teachers, Sales & Marketing) & anyone interested in upskilling in Data Science & AI.

Job Opportunities

Decision Scientist, Machine Learning Engineer, Junior Data Scientist, Senior Data Scientist, Data Science Manager/Architect, Principal Data Scientist.

Want to Know More?

Program Syllabus

12 Terms

(12 months)

120+ live

classes

55+ career

sessions

  • Data Science Fundamentals

  • Data Operation with Numpy

  • Data Manipulation with Pandas

  • Introduction to Data Visualization

  • Data Visualization using Matplotlib

  • Hands-on Pandas for Rapid Visualization

  • Seaborn for Data Visualization

  • Introduction to Exploratory Data Analysis

  • EDA Framework Deep Dive

  • Scientific Exploration of Industry Data (Case Study)

  • Student Presentations & Insight Delivery

  • In a simulated environment get to work with a major Telecom company that seeks help from your team of Data Scientists to resolve a major marketing hurdle in front of them. Get a near real world exposure of working on industry problems within data science teams to reach a common end goal of helping customers win.

  • Introduction to Machine Learning

  • Linear Regression

  • Logistic Regression

  • Model Evaluation Techniques

  • Decision Trees

  • Random Forests

  • Dimentionality Reduction using PCA

  • Naive Bayes Classifier

  • KNN (K-Nearest neighbors)

  • K-means Clustering

  • Ensemble Learning

  • Optimization

  • Experience a real world simulation of a company problem that needs to be solved using Data Science and Machine Learning. Work with a team fo Data Scientists who are working towards solving issues for a company in trouble.

  • Introduction to Artificial Intelligence

  • Applications of Artificial Intelligence

  • Introduction to TensorFlow and Keras

  • Math behind AI: Simplified

  • Introduction to Deep Learning

  • Activation Function and Learning Rate

  • Role of Optimizers in Deep Learning Models

  • Deep Learning Model Practicals

  • Introduction to Convolution Neural Networks

  • Decoding Image Components

  • Identifying MNIST using CNN

  • Preprocessing Image Data to apply CNN

  • Introduction to NLP & Word Vectors

  • Decoding a Textual Data

  • NLP using Recurrent Neutral Networks (RNN)

  • NLP using Memory Alterations

  • In this ever evolving world, solving complex problems get easier using AI.In this capstone project you will be an AI expert who is helping a hypothetical company resolve some major challenges it faces by using AI. Get a chance to work with a team of AI specialists and a simulated environment to help you relate to real world challenges companies face regularly.

  • Transfer Learning

  • Object Detection using CNN based Algorithms - I

  • Object Detection using CNN based Algorithms - II

  • Teaching Machines to Mimic Real-World (Generative Models)

  • Teach Machines to Generate New Textual Data (Language Modeling)

  • Keras Functional API and Intro to Sequence to Sequence Model

  • Language Translation - English to Spanish using Seq2Seq Models

  • Building a Chatbot

  • Techniques to Enhance Seq2Seq Models (Attention Mechanism)

  • NLP using CNN

  • Advanced NLP using BERT

  • Instance Segmentation in Images

  • Introduction to Automated Vision and NLP Solutions

  • Building Blocks of AutoVision

  • ABuilding Blocks of AutoNLP

  • Putting AutoVision and AutoNLP to Use

  • Experience a real world simulation of a company problem that needs to be solved using Artificial Intelligence. Work with a team of Data Scientists who are working towards solving issues for a company.
    Use techniques learned such as,
    1. Ingestion of Data
    2. Pre-processing
    3. Model Building on the cloud
    4. Model Tuning and Evaluation
    5. Building an entire application to combine all the previous steps
    6. Deploying the model to a GCP server

Programming Languages & Tools

Completion & Merit Certifications

Live Projects and Case studies

50 + Topic wise Assignments

30+ Tools and Packages

Faculty & Mentors

Work on world class Projects

Share your achievements

with your professional network

Globally recognized certifications

Unique certification ID

Lifetime validity

10000+

Professionals upskilled in
Data Science & AI.

140%

Average salary hike after career transition.

2-in-1

Get two Certifications - Completion & Merit

Our students work at

Recent Career transitions

Free Modules (worth INR 60K)

Power BI Course

Learn Power BI to render decision making easier with amazing dashboards.

SQL Course

Learn SQL in order to handle structured data in relational databases..

Industry Mentorship

Gain practical knowledge from Top Data Scientists

Beyond the program advantage

Dedicated resource center with 1000+ resources to ease your data journey.All 7 day of week technical support to answer all your technical queries.

Monthly Speaker Connect

Your learning isn’t limited to the weekly sessions led by faculty but at INSAID we rope in top Data Science leaders across the world to help you gain not only practical insights but also prep you for cut throat competition.

International Summits

Every six months, we usually organize Data Science Summits inviting leaders from one entire geography. Most recent one being SEA - South East Asia Conference.

  1. Carefully crafted program such as career launchpad which will help the candidates to polish their resume & GitHub profiles.
  2. Participating in Mock interviews & get job ready Job.
  3. Dedicate job opening portal to find your perfect role.

Life-time access to the resources, content and community support to clear your doubts.

Admission Process

STEP 1

Schedule call with learning advisor

To discuss career transition and end objectives.
STEP 2

Apply for Scholarship

Apply for scholarship upto 70% on the entire program fee.
STEP 3

Start Learning

Get access to your dashboard and begin your journey with starter kits.

Program Fee

Program Fee (without scholarship)

INR 5,00,000 +GST

Program Fee (with 70% scholarship)

INR 200,600

(including GST)

EMIs Starting 9k/month*

No cost EMI options available*.

Student Reviews

Frequently Asked Questions

Background in Programming & Maths is helpful but not mandatory.
Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
In the PGPDSAI(With Fellowship) program, you're expected to work on 10 Term Projects, 1 Mini Capstone Project & 2 Capstone Projects mandatorily. Beyond these, we have a repository of 55+ projects from various domains on which you can work.
Term Projects are individual projects specific to a particular term and will be shared post completion of every term. While Capstone Projects are closest to real world Data Science Project, where one has to apply different concepts learnt in the program.
Download our latest program brochure & curriculum.
Daily 30 mins of prep time is required. You can choose to practice, read or watch videos. And on weekends one must attend 2 hours of live classes on both Saturday & Sunday.
Every term is for 4-5 weeks approximately. And the overall PGPDSAI(With Fellowship) program duration is 12 months.
Yes, INSAID Vision Scholarships (being funded by INSAID Vision Fund®️) provide upto 70% tuition waiver to deserving professionals. Our goal through these scholarships is to enable anyone from any financial background to be able to become a Data leader of tomorrow.
INSAID Vision Scholarship is available to anyone a) with a deep interest in next generation technologies like Data Science, AI, Big Data Analytics & IOT b) Wants to be a Data leader of tomorrow and has had a demonstrated professional success c) who will passionate serve INSAID's mission of putting India on the global AI map. To know more about this scholarship, talk to our Admissions today!
Three things make this program world class 1. Progressive Learning Architecture: INSAID's proprietary Progressive Learning Architecture ensures that irrespective of the background you are from, you will attain mastery in a step-by-step way 2. Concept-to-Context®️ Learning Framework: INSAID's Concept-to-Context®️ framework ensures that you are learning every Data Science concept in context of real world industry problems 3. INSAID Career Center: INSAID's mission is to groom Data leaders of tomorrow. INSAID Career Center helps you launch a Data Science career with 100% confidence.
INSAID offers career assistance through Data Science Career Launchpad. The student gets hands-on experience as a Data Leader with rigorous resume and GitHub building sessions. You will also learn to create a strong LinkedIn presence and develop top notch interview skills.
Go through our Student Policy link.

Have more queries

related to career or program?

Call us +91 70631-19228 (or)

Schedule chat with our experts

Other popular programs

Data Science or Product Management: Which career is right for you?