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
Term 1 : Data Analysis with Python
4 weeks
Data Science Fundamentals
Data Operation with Numpy
Data Manipulation with Pandas
Term 2 : Data Visualization Techniques
4 weeks
Introduction to Data Visualization
Data Visualization using Matplotlib
Hands-on Pandas for Rapid Visualization
Seaborn for Data Visualization
Term 3 : EDA & Data Storytelling
4 weeks
Introduction to Exploratory Data Analysis
EDA Framework Deep Dive
Scientific Exploration of Industry Data (Case Study)
Student Presentations & Insight Delivery
Minor Capstone Project
-
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.
Term 4 : Machine Learning Foundation
4 weeks
Introduction to Machine Learning
Linear Regression
Logistic Regression
Model Evaluation Techniques
Term 5 : Machine Learning Intermediate
4 weeks
Decision Trees
Random Forests
Dimentionality Reduction using PCA
Naive Ba yes Classifier
Term 6 (Mandatory): Machine Learning Advanced
4 weeks
KNN (K-Nearest neighbors)
K-means Clustering
Ensemble Learning
Optimization
Major Capstone Project
-
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.
Term 7 : Basics of AI, Tensorflow & Keras
4 weeks
Introduction to Artificial Intelligence
Applications of Artificial Intelligence
Introduction to TensorFlow and Keras
Math behind AI: Simplified
Term 8 : Deep Learning Foundation
4 weeks
Introduction to Deep Learning
Activation Function and Learning Rate
Role of Optimizers in Deep Learning Models
Deep Learning Model Practicals
Term 9: Computer Vision - I
4 weeks
Intro to Convolution Neural Networks
Decoding Image Components
Identifying MNIST using CNN
Preprocessing Image Data to apply CNN
Term 10 : Natural Language Processing - I
4 weeks
Introduction to NLP & Word Vectors
Decoding a Textual Data
NLP using Recurrent Neutral Networks (RNN)
NLP using Memory Alterations
AI Capstone Project
-
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.
Term 11 (Specialization): Computer Vision - II
4 weeks
Transfer Learning
Object Detection using CNN based Algorithms - I
Object Detection using CNN based Algorithms - II
Teaching Machines to Mimic Real-World (Generative Models)
Term 12 (Specialization): Natural Language Processing - II
4 weeks
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
CV - III + NLP - III
4 weeks
Techniques to Enhance Seq2Seq Models (Attention Mechanism)
NLP using CNN
Advanced NLP using BERT
Instance Segmentation in Images
AutoVision & AutoNLP
4 weeks
Introduction to Automated Vision and NLP Solutions
Building Blocks of AutoVision
Building Blocks of AutoNLP
Putting AutoVision and AutoNLP to Use
Building AI Solution
4 weeks
-
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
Deepesh,
IIM-Calcutta
Nishkam,
Paypal
Amit,
Paytm
Lavi,
Subhodeep,
Jio
Neelmani,
Gojek
Work on world class Projects
Product Classification based on Review
Predict the label of the product based on a review.
Nietzsche Texts Generator
Generate texts out a set of characters or words of Nietzsche texts using text generation model.
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)
GCDAI
(10 months)
GCDAI
(10 months)
GCDAI
(10 months)
GCD
(6 months)
GCDAI
(10 months)
GCD
(6 months)
GCDAI
(10 months)
Aditya Gundu
Sr Engineer Consultant (Software Dev)
Sr Engineer Consultant (DS)
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
Learning Resources & Technical Support
Dedicated resource center with 1000+ resources to ease your data journey. All 7 day of week technical support to answer all your technical queries.
Industry Immersion with Top Data Science Leaders
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.
Placement Assistance
-
Carefully crafted program such as career launchpad which will help the candidates to polish their resume & GitHub profiles.
-
Participating in Mock interviews & get job ready Job.
-
Dedicate job opening portal to find your perfect role.
Lifelong Community Support
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
PROGRAM PRE-REQUISITES
1. Do I need to know Programming & Math before enrolling to a program?
Background in Programming & Maths is helpful but not mandatory.
2. What is the minimum system configuration required?
Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
SYLLABUS & PROJECTS COVERED
1. How many projects can I expect to work on?
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.
2. What's the difference between Term Project & Capstone Project?
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.
3. What all topics are covered in the PGPDSAI(With Fellowship) Program?
Download our latest program brochure &
curriculum.
TIME COMMITMENT
1. How much time I've to spend?
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.
2. What is the duration of the program?
Every term is for 4-5 weeks approximately. And the overall PGPDSAI(With Fellowship) program duration is 12 months.
PROGRAM FEE & SCHOLARSHIPS
1. Are there any scholarships available?
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.
2. What is the criteria for getting the scholarship?
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!
WHY INSAID
1. How's the PGPDSAI(With Fellowship) program different?
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.
2. Tell me more about Career Assistance?
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.
3. What's the refund policy?
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?
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 months)
120+ live
classes
55+ career
sessions
Term 1 : Data Analysis with Python (4 weeks)
Data Science Fundamentals
Data Operation with Numpy
Data Manipulation with Pandas
Term 2 : Data Visualization Techniques (4 weeks)
Introduction to Data Visualization
Data Visualization using Matplotlib
Hands-on Pandas for Rapid Visualization
Seaborn for Data Visualization
Term 3 : EDA & Data Storytelling (4 weeks)
Introduction to Exploratory Data Analysis
EDA Framework Deep Dive
Scientific Exploration of Industry Data (Case Study)
Student Presentations & Insight Delivery
Minor Capstone Project
-
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.
Term 4 : Machine Learning Foundation (4 weeks)
Introduction to Machine Learning
Linear Regression
Logistic Regression
Model Evaluation Techniques
Term 5 : Machine Learning Intermediate (4 weeks)
Decision Trees
Random Forests
Dimentionality Reduction using PCA
Naive Bayes Classifier
Term 6 (Mandatory): Machine Learning Advanced (4 weeks)
KNN (K-Nearest neighbors)
K-means Clustering
Ensemble Learning
Optimization
Minor Capstone Project
-
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.
Term 7 : Basics of AI, Tensorflow & Keras (4 weeks)
Introduction to Artificial Intelligence
Applications of Artificial Intelligence
Introduction to TensorFlow and Keras
Math behind AI: Simplified
Term 8 : Deep Learning Foundation (4 weeks)
Introduction to Deep Learning
Activation Function and Learning Rate
Role of Optimizers in Deep Learning Models
Deep Learning Model Practicals
Term 9 : Computer Vision - I
(4 weeks)
Introduction to Convolution Neural Networks
Decoding Image Components
Identifying MNIST using CNN
Preprocessing Image Data to apply CNN
Term 10 : Natural Language Processing - I (4 weeks)
Introduction to NLP & Word Vectors
Decoding a Textual Data
NLP using Recurrent Neutral Networks (RNN)
NLP using Memory Alterations
AI Capstone Project
-
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.
Term 11 (Specialization) : Computer Vision - II (4 weeks)
Transfer Learning
Object Detection using CNN based Algorithms - I
Object Detection using CNN based Algorithms - II
Teaching Machines to Mimic Real-World (Generative Models)
Term 12 (Specialization) : Natural Language Processing - II (4 weeks)
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
CV - III + NLP - III (4 weeks)
Techniques to Enhance Seq2Seq Models (Attention Mechanism)
NLP using CNN
Advanced NLP using BERT
Instance Segmentation in Images
AutoVision & AutoNLP (4 weeks)
Introduction to Automated Vision and NLP Solutions
Building Blocks of AutoVision
ABuilding Blocks of AutoNLP
Putting AutoVision and AutoNLP to Use
Building AI Solution (4 weeks)
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.
Predicting the Topic of the News
Generate texts out a set of characters or words of Nietzsche texts using text generation model.
Nietzsche Texts Generator
Differentiate between images containing ships and those not containing ships.
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
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
Learning Resources & Technical Support
Dedicated resource center with 1000+ resources to ease your data journey.All 7 day of week technical support to answer all your technical queries.
Industry Immersion with Top Data Science Leaders
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.
Placement Assistance
-
Carefully crafted program such as career launchpad which will help the candidates to polish their resume & GitHub profiles.
-
Participating in Mock interviews & get job ready Job.
-
Dedicate job opening portal to find your perfect role.
Lifelong Community Support
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
PROGRAM PRE-REQUISITES
1. Do I need to know Programming & Math before enrolling to a program?
Background in Programming & Maths is helpful but not mandatory.
2. What is the minimum system configuration required?
Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
SYLLABUS & PROJECTS COVERED
1. How many projects can I expect to work on?
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.
2. What's the difference between Term Project & Capstone Project?
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.
3. What all topics are covered in the PGPDSAI(With Fellowship) Program?
Download our latest program brochure &
curriculum.
TIME COMMITMENT
1. How much time I've to spend?
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.
2. What is the duration of the program?
Every term is for 4-5 weeks approximately. And the overall PGPDSAI(With Fellowship) program duration is 12 months.
PROGRAM FEE & SCHOLARSHIPS
1. Are there any scholarships available?
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.
2. What is the criteria for getting the scholarship?
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!
WHY INSAID
1. How's the PGPDSAI(With Fellowship) program different?
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.
2. Tell me more about Career Assistance?
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.
3. What's the refund policy?
Go through our Student Policy link.
