Global Certificate in Data Science & AI Program - INSAID

Intermediate level program

Global Certificate in Data Science & AI Program

10 months | Live Instructor led | Weekend Online

Master Data Analytics, Machine Learning & AI in 10
months with India's #1 Data Science+AI 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 :

75%

Average Salary Hike

3000+

Career Transitions

10/10

Placement Assistance

Program Overview

This program includes:

10 Terms - Deep Learning, NLP & Computer Vision
Duration: 10 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, AI/ML Engineer, DS/AI Manager.

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

10 Terms

(10 months)

36+ live

classes

10+ career

sessions

  • Data Science Fundamentals

  • Data Operation with Numpy

  • Data Manipulation with Pandas

  • Introduction to Data Visualization

  • Data Visualization using Matplotlib

  • Hands-on Pandas for Rapid Visualization

  • Seaborn for Data Visualization

  • Introduction to Exploratory Data Analysis

  • EDA Framework Deep Dive

  • Scientific Exploration of Industry Data (Case Study)

  • Student Presentations & Insight Delivery

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

  • Introduction to Machine Learning

  • Linear Regression

  • Logistic Regression

  • Model Evaluation Techniques

  • Decision Trees

  • Random Forests

  • Dimentionality Reduction using PCA

  • Naive Bayes Classifier

  • KNN (K-Nearest neighbors)

  • K-means Clustering

  • Ensemble Learning

  • Optimization

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

  • Introduction to Artificial Intelligence

  • Applications of Artificial Intelligence

  • Introduction to TensorFlow and Keras

  • Math behind AI: Simplified

  • Introduction to Deep Learning

  • Activation Function and Learning Rate

  • Role of Optimizers in Deep Learning Models

  • Deep Learning Model Practicals

  • Introduction to Convolution Neural Networks

  • Decoding Image Components

  • Identifying MNIST using CNN

  • Preprocessing Image Data to apply CNN

  • Introduction to NLP & Word Vectors

  • Decoding a Textual Data

  • NLP using Recurrent Neutral Networks (RNN)

  • NLP using Memory Alterations

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

  • Transfer Learning

  • Object Detection using CNN based Algorithms - I

  • Object Detection using CNN based Algorithms - II

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

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

  • Keras Functional API and Intro to Sequence to Sequence Model

  • Language Translation - English to Spanish using Seq2Seq Models

  • Building a Chatbot

Programming Languages & Tools

Completion & Merit Certifications

Live Projects and Case studies

50+ Topic wise Assignments

25+ Tools and Packages

Faculty & Mentors

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.
Seattle Weather Prediction
Predict whether it will rain on a specific day in Seattle or not.
Hubway data visualization challenge
Produce visualizations that reveal interesting user patterns about how people in Boston gets around on Hubway
Kickstarter funding patterns
Derive insights on successful and failed projects on Kickstarter platform.
How bad is the Air Quality in metropolitans?
Analyse worsening airquality in metropolitan cities.

Share your achievements

with your professional network

Globally recognized certifications

Unique certification ID

Lifetime validity

10000+

Professionals upskilled in
Data Science & AI.

70%

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 40K)

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..

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 3,00,000 +GST

Program Fee (with 70% scholarship)

,

INR 105,020

(including GST)

EMIs Starting 8k/month*

No cost EMI options available*.

Student Reviews

Frequently Asked Questions

Background in Programming & Maths is helpful but not mandatory.
Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
In the GCDAI 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 50+ 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 GCDAI program duration is 11 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


Intermediate level program

Global Certificate in Data Science & AI Program

10 months | Live Instructor led | Weekend Online

Talk to Learning Advisor

70631-19228

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

75%

Average Salary Hike

3000+

Career Transitions

10/10

Placement Assistance

Program Overview

This program includes:

10 Terms - Deep Learning, NLP & Computer Vision
Duration: 10 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, AI/ML Engineer, DS/AI Manager.

Want to Know More?

Program Syllabus

6 Terms

(6 months)

100+ hours of

live classes

40+ career

sessions

  • Data Science Fundamentals

  • Data Operation with Numpy

  • Data Manipulation with Pandas

  • Introduction to Data Visualization

  • Data Visualization using Matplotlib

  • Hands-on Pandas for Rapid Visualization

  • Seaborn for Data Visualization

  • Introduction to Exploratory Data Analysis

  • EDA Framework Deep Dive

  • Scientific Exploration of Industry Data (Case Study)

  • Student Presentations & Insight Delivery

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

  • Introduction to Machine Learning

  • Linear Regression

  • Logistic Regression

  • Model Evaluation Techniques

  • Decision Trees

  • Random Forests

  • Dimentionality Reduction using PCA

  • Naive Bayes Classifier

  • KNN (K-Nearest neighbors)

  • K-means Clustering

  • Ensemble Learning

  • Optimization

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

  • Introduction to Artificial Intelligence

  • Applications of Artificial Intelligence

  • Introduction to TensorFlow and Keras

  • Math behind AI: Simplified

  • Introduction to Deep Learning

  • Activation Function and Learning Rate

  • Role of Optimizers in Deep Learning Models

  • Deep Learning Model Practicals

  • Introduction to Convolution Neural Networks

  • Decoding Image Components

  • Identifying MNIST using CNN

  • Preprocessing Image Data to apply CNN

  • Introduction to NLP & Word Vectors

  • Decoding a Textual Data

  • NLP using Recurrent Neutral Networks (RNN)

  • NLP using Memory Alterations

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

  • Transfer Learning

  • Object Detection using CNN based Algorithms - I

  • Object Detection using CNN based Algorithms - II

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

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

  • Keras Functional API and Intro to Sequence to Sequence Model

  • Language Translation - English to Spanish using Seq2Seq Models

  • Building a Chatbot

Programming Languages & Tools

Completion & Merit Certifications

Live Projects and Case studies

40+ Topic wise Assignments

25+ 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.

75%

Average salary hike after career transition.

Dual

Get two Certifications - Completion & Merit

Our students work at

Recent Career transitions

Free Modules (worth INR 40K)

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..

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 3,00,000 +GST

Program Fee (with 70% scholarship)

,

INR 105,020

(including GST)

EMIs Starting 8k/month*

No cost EMI options available*.

Student Reviews

Frequently Asked Questions

Background in Programming & Maths is helpful but not mandatory.
Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
In the GCDAI 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 50+ 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 GCDAI program duration is 11 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?