Artificial Intelligence and Data Science course - PGP in Data Science & AI Program (With Fellowship) | INSAID

PGP in
Data Science & AI (With Fellowship)

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

Duration: 12 + 3 months | Live Instructor led | Weekend Online Classes

Request Callback
Get Free Brochure
Talk to our admissions team today & start your program

4000+

Active learners

12 + 3 Month Program

Prep Time: 6-10 hrs/week

70% Scholarship

on Program Fee

19 Dec 2021

Start Date

Demand for Data Analytics Professionals across industries will continue to increase until 2025*

*According to World Economic Forum Report

Program Overview

Join one program that checks all your requirements.

Structured Learning

Comprehensive curriculum covers live online classes including assignments, projects & specializations.

Career Assistance

Data science career launchpad gives you access to resume & GitHub builder. Participate in Mock interviews & get ahead in career.

Mentor Driven Program

Personalized learning experience with Data Science Mentors who’ll help you master top skills.

Professionals from hundreds of top companies trust INSAID’s programs to master the required skills. Here are a few of them

Program Syllabus (PGPDSAI With Fellowship)

Learn all the latest skills through one program.
Download Syllabus

  • 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

  • Introduction to Data Visualization with Tableau

  • Exploring Tableau Interface

  • Tableau Calculations & Dashboard

  • Mapping using Tableau & Tableau Analytics

  • Introduction to Programming in R

  • Data Manipulation with dplyr

  • Data Visualization using ggplot & esquisse

  • Exploratory Data Analytics I & II

  • 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.

  • 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

Tools covered

Projects

Work on as many as you’d want & build a great project portfolio

Instructors

Learn from the INDIA’s leading Data Science Professionals through live classes
Most reviewed 5/5

Placement Assistance

One Dashboard for everything. Build a great profile through
Data Science Career Launchpad

Transformations

Interview Guides

Hiring Partners

Career Sessions

1:1 Interviews

Job Analysis

Network

Resume & GitHub

“I come from a statistics background with no exposure to coding. I was fortunate enough to come across INSAID which provided the right pace and right guidance.”
Jigna Thacker

Group Director Analytics, Kantar

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

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.

*How much does it cost?

INR 30,000 (incl. of GST)

Note: This is an add-on service and the fee is excluded in program fee.

Program Certification

Get globally certified in Data Science & AI. One certificate for Lifetime.
  • Internationally Accepted
  • Lifetime Validity
  • Program Completion Certificate
  • Certification of Merit

INSAID Advantage

Every program comes with Live Classes, Assignments & Projects to practice. Get your doubts clarified 24/7 with dedicated teaching assistants.

Zero Prerequisites

There are no prerequisites. Both Programmers & Non Programmers can enrol in the program.

Hands-On Practice

Thorough weekly assignments & projects, we ensure that you're well versed with topics as well as implementation.

1:1
Mentorship

Take the absolute advantage by connecting with a network of Data Science Global Leaders through INSAID.

Program Fee

INR 5,70,000

+ GST (scholarship available)

Payment Plans - as low as INR 16,716

Choose preferred payment method & avail upto 12 month EMI on program fee.
Credit Card No Cost EMI Subscription

    Get interest free loans through our credit partner EarlySalary with ZERO processing fee.

    • 3 month Plan - Pay monthly INR 66,866.67
    • 6 month Plan - Pay monthly INR 33433.34
    • 9 month Plan - Pay monthly INR 22,288.89
    • 12 month Plan - Pay monthly INR 16,716.67

    Enroll through credit card subscription and pay monthly.

    • 3 month Plan - Pay monthly INR 66,866.67
    • 6 month Plan - Pay monthly INR 33433.34
    • 9 month Plan - Pay monthly INR 22,288.89
    • 12 month Plan - Pay monthly INR 16,716.67

    FAQ

    We’ve answered everything you need
    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 60+ 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 + 3 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

    PGP in Data Science & AI (With Fellowship)

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

    Duration: 12 + 3 months | Live Instructor led | Weekend Online Classes

    Request Callback Get Free Brochure

    Talk to our admissions team today & start your program

    4000+

    Active learners

    12 + 3 Month Program

    Prep Time: 6-10 hrs/week

    70% Scholarship

    on Program Fee

    19 Dec 2021

    Start Date

    Demand for Data Analytics Professionals across industries will continue to increase until 2025*

    *According to World Economic Forum Report

    Program Overview

    Join one program that checks all your requirements.

    Structured Learning

    Comprehensive curriculum covers live online classes including assignments, projects & specializations.

    Career Assistance

    Data science career launchpad gives you access to resume & GitHub builder. Participate in Mock interviews & get ahead in career.

    Mentor Driven Program

    Personalized learning experience with Data Science Mentors who’ll help you master top skills.

    Professionals from hundreds of top companies trust INSAID’s programs to master the required skills. Here are a few of them

    Program Syllabus (PGPDSAI With Fellowship)

    Learn all the latest skills through one program.

    Download Syllabus

    • 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

    • Introduction to Data Visualization with Tableau

    • Exploring Tableau Interface

    • Tableau Calculations & Dashboard

    • Mapping using Tableau & Tableau Analytics

    • Introduction to Programming in R

    • Data Manipulation with dplyr

    • Data Visualization using ggplot & esquisse

    • Exploratory Data Analytics I & II

    • 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.

    • 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

    • 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

    Tools covered

    Projects

    Work on as many as you’d want & build a great project portfolio

    Instructors

    Learn from the INDIA’s leading Data Science Professionals through live classes
    Most reviewed 5/5

    Placement Assistance

    One Dashboard for everything. Build a great profile through
    Data Science Career Launchpad

    Transformations

    Interview Guides

    Hiring Partners

    Career Sessions

    1:1 Interviews

    Job Analysis

    Network

    Resume & GitHub

    “I come from a statistics background with no exposure to coding. I was fortunate enough to come across INSAID which provided the right pace and right guidance.”
    Jigna Thacker

    Group Director Analytics, Kantar

    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

    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.

    *How much does it cost?

    INR 30,000 (incl. of GST)

    Note: This is an add-on service and the fee is excluded in program fee.

    Program Certification

    Get globally certified in Data Science & AI. One certificate for Lifetime.
    • Internationally Accepted
    • Lifetime Validity
    • Program Completion Certificate
    • Certification of Merit

    INSAID Advantage

    Every program comes with Live Classes, Assignments & Projects to practice. Get your doubts clarified 24/7 with dedicated teaching assistants.

    Zero Prerequisites

    There are no prerequisites. Both Programmers & Non Programmers can enrol in the program.

    Hands-On Practice

    Thorough weekly assignments & projects, we ensure that you're well versed with topics as well as implementation.

    1:1
    Mentorship

    Take the absolute advantage by connecting with a network of Data Science Global Leaders through INSAID.

    Program Fee

    INR 5,70,000

    + GST (scholarship available)

    Payment Plans - as low as INR 16,716

    Choose preferred payment method & avail upto 12 month EMI on program fee.
    Credit Card No Cost EMI Subscription

      Get interest free loans through our credit partner EarlySalary with ZERO processing fee.

      • 3 month Plan - Pay monthly INR 66,866.67
      • 6 month Plan - Pay monthly INR 33433.34
      • 9 month Plan - Pay monthly INR 22,288.89
      • 12 month Plan - Pay monthly INR 16,716.67

      Get interest free loans through our credit partner EarlySalary with ZERO processing fee.

      • 3 month Plan - Pay monthly INR 66,866.67
      • 6 month Plan - Pay monthly INR 33433.34
      • 9 month Plan - Pay monthly INR 22,288.89
      • 12 month Plan - Pay monthly INR 16,716.67

      FAQ

      We’ve answered everything you need
      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 60+ 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+3 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!
      A. 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
      ✕

      Login

      Lost your password?

      Create an account?

      Data Science vs Product Management: Which program is right for you? Talk to our Experts Today
      +