Advanced level program
PGP in Machine Learning & AI
9 months | Live Instructor led | Weekend Online
Master Data Analytics, Machine Learning & AI in 9
months with India's #1 Machine Learning+AI
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 : 11 Sep 2022

120%
Highest Salary Hike

5000+
Career Transitions

10/10
Placement Assistance
Program Overview
This program includes:

9 Terms - Deep Learning, Advance NLP, & Advance Computer Vision

Duration: 9 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 Machine Learning & AI.
Job Opportunities
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 : Machine Learning Foundation
4 weeks
Introduction to Machine Learning
Linear Regression
Logistic Regression
Model Evaluation Techniques
Term 2 : Machine Learning Intermediate
4 weeks
Decision Trees
Random Forests
Dimentionality Reduction using PCA
Naive Bayes Classifier
Term 3 (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 of Data Scientists who are working towards solving issues for a company in trouble.
Term 4 : 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 5 : 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 6 : Computer Vision - I
4 weeks
Intro to Convolution Neural Networks
Decoding Image Components
Identifying MNIST using CNN
Preprocessing Image Data to apply CNN
Term 7 : 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 8 (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 9 (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
Programming Languages & Tools













Completion & Merit Certifications

Live Projects and Case studies

35+ 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

Concrete Compressive Strength Prediction
Predicting the compressive strength of the concrete, based on the materials used.

Solar Radiation Prediction
Predicting the future solar radiations, based on the historical meteorological data.

Legendary Pokemon Prediction
Predicting the legendary pokemons and also identifying what makes a pokemon legendary.

Human Activity prediction
Predicting the human activity and draw other insights by analyzing the smartphone sensor data.

DEFCON Level Classification
Classify the different DEFCON levels based on certain conditions.
10000+
Professionals upskilled in
Data Science & AI.
45%

Average salary hike after career transition.
2-in-1
Get two Certifications - Completion & Merit
Our students work at






Recent Career transitions

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Sr Engineer Consultant (Software Dev)

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Industry Mentorship
Gain practical knowledge from Top Data Scientists




Job Guarantee | Add-on Service*
We’re rooting for your success with career transition
How job guarantee works?
- Project Portfolio & Certification
- Mock Interviews
- 6 month Profile Prep
Who should Opt?
- Working Professionals
- Freshers
- Professioanls on a career break
Career Assistance Vs Job Guarantee
Features | Career Assistance | Job Guarantee |
---|---|---|
Data Science Career Launchpad |
Yes | Yes |
Career Resources | Yes | Yes |
Career focused Webinars | Yes | Yes |
One-on-One with Career Coach | Quarterly | Monthly |
Job Portal Access | Yes | Yes |
Bespoke Resume | No | Yes |
LinkedIn & GitHub Customization | No | Yes |
Personalized Job Opportunities | No | Yes |
Personalized Live Mock Interviews | No | Yes |
Career Assistance & Job Guarantee Features
1.
Data Science Career Launchpad: A flagship event to nominate the best Data Science students and honor them with awards
-
Resume Workshop
:Enables Professionals to create a stellar resume
-
GitHub Workshop
:Assists in preparing a wonderful Data Science portfolio
-
LinkedIn Workshop
:Encourages Professionals to create a Job Role specific profile
-
Featured Interview
:Students get an opportunity to share their journey and be featured on INSAID website
-
Data Science Leader Awards
:Only the chosen Participants get an opportunity to have an experience of Mock Interview sessions
2.
Career Resources: A Repository containing references of various useful resources pertaining to Job Role, Interview preparation and Brand building.
3.
Career focused webinars: A platform to learn, interact and acquire knowledge relevant to Data Science Job Roles, Portfolio building and cracking Interviews.
4.
One-On-One with Career Coach: Personalized sessions to help you in analyzing strengths and weaknesses and assisting you in shortlisting the right Job Roles and mapping the Career Roadmap.
5.
Job Portal Access: An easily accessible portal to hunt the right job opportunities based on specific skill- sets.
6.
Bespoke Resume: Personal advice on customized Resume building by shortlisting the appropriate and relevant keywords as per the Job Description.
7.
LinkedIn and GitHub Customization: Personal assistance in creating a stand out LinkedIn and GitHub profile.
8.
Personalized Job Opportunities: Close connect, recommendation and personal review sessions for identifying the Top companies and dream Job roles.
9.
Personalized Live Mock Interviews: A golden opportunity to be interviewed by the Data Science experts.
Job Guarantee Basic Pledge
Basic Eligibility criteria: Minimum education qualification: Undergraduate degree. Applicable for Indian Citizens looking for jobs in India
Job guarantee is a revolutionary program that assures you a job within 6 months of you passing the PGP certification exam. To be eligible for Job guarantee, you will
- Successfully complete PGP certification exam(70% passing requirement) & submit all Term quizzes, Term projects & Capstone projects with 70% score without any plagiarism.
- Build a “Job Briefcase”. We will help you build this Job Briefcase which will contain projects recommended by your career coach, articles originally authored by you, your resume etc. Continuous feedback will be provided to improve the strength of your Job Briefcase and tightly align it with identified Target roles. For example, you will iterate your resume 5 times with at least 20% improvement in each iteration. Your Job Briefcase will be given a continuous rating to make it better. Only when your Job Briefcase score becomes 4 on 5, you will be eligible for Job guarantee.
Once you meet the above conditions, your Job Guarantee program will start.
During the job guarantee program,
- Depending on your aspirations, years of experience, chances of transition, and overall profile, your career coach will prepare a career map and a “Target role” for you. You should apply to at least 10 openings per week in your Target role during 6 month job guarantee period. If you are on a career break or fresher, you will need to apply to at least 10 Target internships/week during a 6 month period.
- You will appear for 5 Mock Interviews for your target role. Feedback will be shared with you after each Mock interview. To be eligible for a job guarantee, you will need to score an average of 3 on 5 in these interviews. Interview score will be computed based on your communication skills, technical knowledge and ability to answer questions.
If you meet Job guarantee Basic Pledge and don’t get a job/internship offer during the 6 month Job guarantee period, Job guarantee add-on service fee of INR 30,000(if paid) will be fully refunded.
If you don’t meet four points mentioned in Job Guarantee Basic Pledge, you will not be eligible for any refund. However, you will continue receiving career support from INSAID.
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
No cost EMI options available*.
Student Reviews
Frequently Asked Questions
PROGRAM PRE-REQUISITES
SYLLABUS & PROJECTS COVERED
TIME COMMITMENT
PROGRAM FEE & SCHOLARSHIPS
WHY INSAID
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 Machine Learning & AI
9 months | Live Instructor led | Weekend Online
Talk to Learning Advisor
70631-19228
9 AM - 9 PM IST
Admission Deadline : 18 Sep 2022

120%
Highest Salary Hike

5000+
Career Transitions

10/10
Placement Assistance
Program Overview
This program includes:

9 Terms - Deep Learning, Advance NLP, & Advance Computer Vision

Duration: 9 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 Machine Learning & AI.
Job Opportunities
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
9 Terms
(12 months)
90+ hours of
live classes
55+ career
sessions
Term 1 : Machine Learning Foundation (4 weeks)
Introduction to Machine Learning
Linear Regression
Logistic Regression
Model Evaluation Techniques
Term 2 : Machine Learning Intermediate (4 weeks)
Decision Trees
Random Forests
Dimentionality Reduction using PCA
Naive Bayes Classifier
Term 3 (Mandatory): Machine Learning Advanced (4 weeks)
KNN (K-Nearest neighbors)
K-means Clustering
Ensemble Learning
Optimization
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 : 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 5 : 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 6 : Computer Vision - I
(4 weeks)
Introduction to Convolution Neural Networks
Decoding Image Components
Identifying MNIST using CNN
Preprocessing Image Data to apply CNN
Term 7 : 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 8 (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 9 (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
Programming Languages & Tools

Completion & Merit Certifications

Live Projects and Case studies

30 + 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..
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




Job Guarantee | Add-on Service*
We’re rooting for your success with career transition
How job guarantee works?
- Project Portfolio & Certification
- Mock Interviews
- 6 month Profile Prep
Who should Opt?
- Working Professionals
- Freshers
- Professioanls on a career break
Career Assistance Vs Job Guarantee
Features | Career Assistance | Job Guarantee |
---|---|---|
Data Science Career Launchpad |
Yes | Yes |
Career Resources | Yes | Yes |
Career focused Webinars | Yes | Yes |
One-on-One with Career Coach | Quarterly | Monthly |
Job Portal Access | Yes | Yes |
Bespoke Resume | No | Yes |
LinkedIn & GitHub Customization | No | Yes |
Personalized Job Opportunities | No | Yes |
Personalized Live Mock Interviews | No | Yes |
Career Assistance & Job Guarantee Features
1.
Data Science Career Launchpad: A flagship event to nominate the best Data Science students and honor them with awards
-
Resume Workshop
:Enables Professionals to create a stellar resume
-
GitHub Workshop
:Assists in preparing a wonderful Data Science portfolio
-
LinkedIn Workshop
:Encourages Professionals to create a Job Role specific profile
-
Featured Interview
:Students get an opportunity to share their journey and be featured on INSAID website
-
Data Science Leader Awards
:Only the chosen Participants get an opportunity to have an experience of Mock Interview sessions
2.
Career Resources: A Repository containing references of various useful resources pertaining to Job Role, Interview preparation and Brand building.
3.
Career focused webinars: A platform to learn, interact and acquire knowledge relevant to Data Science Job Roles, Portfolio building and cracking Interviews.
4.
One-On-One with Career Coach: Personalized sessions to help you in analyzing strengths and weaknesses and assisting you in shortlisting the right Job Roles and mapping the Career Roadmap.
5.
Job Portal Access: An easily accessible portal to hunt the right job opportunities based on specific skill- sets.
6.
Bespoke Resume: Personal advice on customized Resume building by shortlisting the appropriate and relevant keywords as per the Job Description.
7.
LinkedIn and GitHub Customization: Personal assistance in creating a stand out LinkedIn and GitHub profile.
8.
Personalized Job Opportunities: Close connect, recommendation and personal review sessions for identifying the Top companies and dream Job roles.
9.
Personalized Live Mock Interviews: A golden opportunity to be interviewed by the Data Science experts.
Job Guarantee Basic Pledge
Basic Eligibility criteria: Minimum education qualification: Undergraduate degree. Applicable for Indian Citizens looking for jobs in India
Job guarantee is a revolutionary program that assures you a job within 6 months of you passing the PGP certification exam. To be eligible for Job guarantee, you will
- Successfully complete PGP certification exam(70% passing requirement) & submit all Term quizzes, Term projects & Capstone projects with 70% score without any plagiarism.
- Build a “Job Briefcase”. We will help you build this Job Briefcase which will contain projects recommended by your career coach, articles originally authored by you, your resume etc. Continuous feedback will be provided to improve the strength of your Job Briefcase and tightly align it with identified Target roles. For example, you will iterate your resume 5 times with at least 20% improvement in each iteration. Your Job Briefcase will be given a continuous rating to make it better. Only when your Job Briefcase score becomes 4 on 5, you will be eligible for Job guarantee.
Once you meet the above conditions, your Job Guarantee program will start.
During the job guarantee program,
- Depending on your aspirations, years of experience, chances of transition, and overall profile, your career coach will prepare a career map and a “Target role” for you. You should apply to at least 10 openings per week in your Target role during 6 month job guarantee period. If you are on a career break or fresher, you will need to apply to at least 10 Target internships/week during a 6 month period.
- You will appear for 5 Mock Interviews for your target role. Feedback will be shared with you after each Mock interview. To be eligible for a job guarantee, you will need to score an average of 3 on 5 in these interviews. Interview score will be computed based on your communication skills, technical knowledge and ability to answer questions.
If you meet Job guarantee Basic Pledge and don’t get a job/internship offer during the 6 month Job guarantee period, Job guarantee add-on service fee of INR 30,000(if paid) will be fully refunded.
If you don’t meet four points mentioned in Job Guarantee Basic Pledge, you will not be eligible for any refund. However, you will continue receiving career support from INSAID.
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
