PGP in Data Science - INSAID

Advanced level program

PGP in Data Science

12 months | Live Instructor led | Weekend Online

Master Data Analytics, Machine Learning in 12 months
with India's #1 Data Science 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 :

90%

Average Salary Hike

4000+

Career Transitions

10/10

Placement Assistance

Program Overview

This program includes:

11 Terms - Recommendation System,AutoML & GCP
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.

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

11 Terms

(12 months)

115+ hours of

live classes

55+ career

sessions

  • Data Science Fundamentals

  • Recap: Python for Data Science

  • Recap: Statistics for Data Science

  • Data Operation with Numpy

  • Data Manipulation with Pandas

  • Introduction to Data Visualization

  • Data Visualization using Matplotlib

  • Hands-on Pandas for Rapid Visualization

  • Introduction to Exploratory Data Analysis

  • EDA Framework Deep Dive

  • Scientific Exploration of Industry Data - I & II

  • Student Presentations & Insight Delivery

  • Introduction to Machine Learning (ML)

  • Linear Regression

  • Logistic Regression

  • Model Evaluation Techniques

  • Decision Trees

  • Random Forests

  • Dimensionality Reduction using PCA

  • Naïve Bayes Classifier

  • KNN (K- Nearest neighbors)

  • K-means Clustering

  • Ensemble Learning

  • Optimization

  • Introduction to Recommender systems

  • Content-Based Recommender systems

  • Collaborative Filtering Recommender systems

  • Hybrid recommender Systems

  • Introduction to Time Series analysis

  • Stationary vs non-stationary data

  • Interpreting autocorrelation & partial autocorrelation functions

  • Stationary data and implementing the ARIMA model

  • Introduction to AutoMl

  • Applying AutoML

  • Automatic Hyperparameter tuning

  • On the Cloud

  • Introduction to Model Deployment and Cloud Computing

  • Model deployment using Django/flask

  • On Google Cloud Platform

  • Building ML Pipeline

  • Introduction to Kaggle

  • Kaggle vs. "Typical" Data Science

  • How to Get Started on Kaggle

  • Competing in Active Kaggle Competitions

Programming Languages & Tools

Completion & Merit Certifications

Live Projects and Case studies

50+ Topic wise Assignments

20+ Tools and Packages

Faculty & Mentors

Work on world class Projects

Marketing strategies in Retail banking
Derive insights on how sucessful are the direct marketing campaigns of a Portuguese Bank.
What are the Characters in superhero comics
Identify the good, bad and the ugly nature of characters in Marvel comics.
What caused International crisis
Identify all factors which caused major international crisis events in the last 100 years.
Advertisement Success Prediction
Classify whether an ad will be profitable or not.
Air Quality Index
Predict the air pollution index on a specific day in the future.
DEFCON Level Classification
Classify the different DEFCON levels based on certain conditions.
Melanoma Tumor Size Prediction
Predict the melanoma tumor size.
Slashing Price Prediction
Predict the lowest price for the products.

Share your achievements

with your professional network

Globally recognized certifications

Unique certification ID

Lifetime validity

10000+

Professionals upskilled in
Data Science & AI.

90%

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

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
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.

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

  1. Successfully complete PGP certification exam(70% passing requirement) & submit all Term quizzes, Term projects & Capstone projects with 70% score without any plagiarism.
  2. 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,

  1. 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.
  2. 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

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 4,00,000 +GST

Program Fee (with 70% scholarship)

INR 1,41,600

(including GST)

EMIs Starting 7k/month*

No cost EMI options available*.

Student Reviews

Frequently Asked Questions

There are certain prerequisites that have been set keeping in mind how important Python programming knowledge helps develop problem-solving and logical skills.Good knowledge of Descriptive and Inferential statistics is important for Exploratory Data Analysis to make the most out of ML algorithms and AI.
Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
In the PGPDS program, you're expected to work on 11 Term Projects . Beyond these, we have a repository of 30+ 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 PGPDS program duration is 9 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

12 months | Live Instructor led | Weekend Online

Talk to Learning Advisor

70631-19228

9 AM - 9 PM IST
Admission Deadline : 18 Sep 2022

90%

Average Salary Hike

4000+

Career Transitions

10/10

Placement Assistance

Program Overview

This program includes:

11 Terms - Recommendation System,AutoML & GCP
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.

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

11 Terms

(12 months)

115+ hours of

live classes

55+ career

sessions

  • Data Science Fundamentals

  • Recap: Python for Data Science

  • Recap: Statistics for Data Science

  • Data Operation with Numpy

  • Data Manipulation with Pandas

  • Introduction to Data Visualization

  • Data Visualization using Matplotlib

  • Hands-on Pandas for Rapid Visualization

  • Introduction to Exploratory Data Analysis

  • EDA Framework Deep Dive

  • Scientific Exploration of Industry Data - I & II

  • Student Presentations & Insight Delivery

  • Introduction to Machine Learning (ML)

  • Linear Regression

  • Logistic Regression

  • Model Evaluation Techniques

  • Decision Trees

  • Random Forests

  • Dimensionality Reduction using PCA

  • Naïve Bayes Classifier

  • KNN (K- Nearest neighbors)

  • K-means Clustering

  • Ensemble Learning

  • Optimization

  • Introduction to Recommender systems

  • Content-Based Recommender systems

  • Collaborative Filtering Recommender systems

  • Hybrid recommender Systems

  • Introduction to Time Series analysis

  • Stationary vs non-stationary data

  • Interpreting autocorrelation & partial autocorrelation functions

  • Stationary data and implementing the ARIMA model

  • Introduction to AutoMl

  • Applying AutoML

  • Automatic Hyperparameter tuning

  • On the Cloud

  • Introduction to Model Deployment and Cloud Computing

  • Model deployment using Django/flask

  • On Google Cloud Platform

  • Building ML Pipeline

  • Introduction to Kaggle

  • Kaggle vs. "Typical" Data Science

  • How to Get Started on Kaggle

  • Competing in Active Kaggle Competitions

Programming Languages & Tools

Completion & Merit Certifications

Live Projects and Case studies

50+ Topic wise Assignments

20+ 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.

90%

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

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
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.

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

  1. Successfully complete PGP certification exam(70% passing requirement) & submit all Term quizzes, Term projects & Capstone projects with 70% score without any plagiarism.
  2. 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,

  1. 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.
  2. 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

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 4,00,000 +GST

Program Fee (with 70% scholarship)

INR 1,41,600

(including GST)

EMIs Starting 7k/month*

No cost EMI options available*.

Student Reviews

Frequently Asked Questions

There are certain prerequisites that have been set keeping in mind how important Python programming knowledge helps develop problem-solving and logical skills.Good knowledge of Descriptive and Inferential statistics is important for Exploratory Data Analysis to make the most out of ML algorithms and AI.
Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
In the PGPDS program, you're expected to work on 11 Term Projects . Beyond these, we have a repository of 30+ 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 PGPDS program duration is 9 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?