Global Certificate in Data Science & AI Program
Master Data analytics, Machine Learning & AI in 10 months with India's #1 Data Science+AI program
Duration: 10 months | Live Instructor led | Weekend Online Classes
Talk to our admissions team today & start your program
4000+
Active learners
10 Month Program
Prep Time: 6-10 hrs/week
70% Scholarship
on Program Fee
20 Jun 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 -
Program Syllabus (GCDAI)
Learn all the latest skills through one program.
- 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 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
Tools covered
Projects
Work on as many as you’d want & build a great project portfolio
1000 movies
Analysis the IMDB 1000 most popular movies and come up with interesting insights.
Restaurant Across America Data
Analyse the availability and accessibility of food across America.
Analysis on Facebook Utilization
Analyze and identify the pattern of usage of facebook utilization by different people.
Customer Classification
Classify whether a customer belongs to a high net worth or low net worth group.
Predicting Beijing's Air Pollution
To predict the amount of particulate matter in the air.
Flight Passengers Satisfaction Prediction
Predicting the satisfaction level of flight passengers.
Avocado Price Prediction
Predicting the future price of avocadoes based on historical data.
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.
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.
DEFCON Level Classification
Classify the different DEFCON levels based on certain conditions.
Natural Scenes Prediction
Distinguish different natural scenes into their respective classes.
Presence of Ships in Satellite Imagery
Differentiate between images containing ships and those not containing ships.
Detection of Bird Species
Classify different species of bird using a collection of bird species images.
Product Classification based on Review
Predict the label of the product based on a review.
Nietzsche Texts Generator
Generate texts out a set of characters or words of Nietzsche texts using text generation model.
Instructors
Learn from the INDIA’s leading Data Science Professionals through live classes
Most reviewed 5/5
Manvender Singh
CEO, INSAID
Manvender Singh(Manav) is the CEO & senior faculty at INSAID. An MBA from Indian School of Business, Manav is among the most well known faces in professional education in India and has been a pioneer of Data Revolution in India.
Suchit Majumdar
Head, Product Management
An MBA from ISB, Suchit is ranked among India's Top 20 Data Science Academicians and brings deep expertise in Data products. Suchit is popular for his interactive style of teaching and using practical real world examples.
Deepesh Wadhwani
Senior Faculty
Deepesh is a Senior Faculty at INSAID and teaches ML- I, II & III terms. He is an alumni of IIM Calcutta and a high-achieving professional in Data Science industry and his interactive style of teaching makes him among the most popular faculty at INSAID.
Lavi Nigam
Senior Faculty
Lavi is a Senior Faculty at INSAID and is known for bringing real world perspectives in classes he delivers at INSAID. Lavi has more than a decade of experience & in his most recent stint has worked as Senior Data Scientist at HCL.
Subhodeep Dey
Senior Faculty
Subhodeep Dey is a Senior AI Faculty at INSAID and one of the most loved mentors here. An IIM Calcutta Alumni in Business Analytics, Subhodeep has been revered at the Nasscom AI Game Changer Awards 2018 for his outstanding work.
Amit Goyal
Senior Faculty
Amit Goyal is a Senior Faculty at INSAID. Amit has 8 years of work experience and his area of expertise is Advanced Analytics & Tableau. He has also trained professionals across the globe on SAS, R, Tableau and Power BI.
Sai Charan Tej Kommuri
Senior Faculty
Sai Charan Tej Kommuri is a seasoned Product Manager, specialized in building Machine Learning products from scratch. Today, as a Product Manager at Teradata, he identifies business problems and leverages design-thinking principles.
Neelmani Gupta
Senior Faculty
Neelmani Gupta is a Senior Faculty at INSAID . An MBA from Indian School of Business, he is a pioneer in Data Science implementation having a deep-rooted interest in solving complex real-world problems using Data Science.
Abhinav
Senior Faculty
Abhinav is a Senior Faculty at INSAID who holds 16 years of diversified experience as a Senior Data Scientist & Artificial Intelligence Expert, Banker, Entrepreneur, and Business Consultant. He is an MBA from Indian Institute of Foreign Trade.
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 paceand right guidance.”
Jigna Thacker
Group Director Analytics, Kantar
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 3,00,000
+ GST (scholarship available)Payment Plans - as low as INR 8,752
Choose preferred payment method & avail upto 12 month EMI on program fee.
Get interest free loans through our credit partner EarlySalary with ZERO processing fee.
- 3 month Plan - Pay monthly INR 35,006.67
- 6 month Plan - Pay monthly INR 17,503.34
- 9 month Plan - Pay monthly INR 11,668.89
- 12 month Plan - Pay monthly INR 8,751.67
Enroll through credit card subscription and pay monthly.
- 3 month Plan - Pay monthly INR 35,006.67
- 6 month Plan - Pay monthly INR 17,503.34
- 9 month Plan - Pay monthly INR 11,668.89
- 12 month Plan - Pay monthly INR 8,751.67
FAQ
We’ve answered everything you need
Global Certificate in Data Science & AI Program
Master Data analytics, Machine Learning & AI in 10 months with India's #1 Data Science+AI program
Duration: 10 months | Live Instructor led | Weekend Online Classes
Talk to our admissions team today & start your program
4000+
Active learners
10 Month Program
Prep Time: 6-10 hrs/week
70% Scholarship
on Program Fee
20 Jun 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 -
Program Syllabus (GCDAI)
Learn all the latest skills through one program.
- 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 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
Tools covered
Projects
Work on as many as you’d want & build a great project portfolio
1000 movies
Analysis the IMDB 1000 most popular movies and come up with interesting insights.
Learn MoreRestaurant Across America Data
Analyse the availability and accessibility of food across America.
Learn MoreAnalysis on Facebook Utilization
Analyze and identify the pattern of usage of facebook utilization by different people.
Learn MoreCustomer Classification
Classify whether a customer belongs to a high net worth or low net worth group.
Learn MorePredicting Beijing's Air Pollution
To predict the amount of particulate matter in the air.
Learn More
Flight Passengers Satisfaction Prediction
Predicting the satisfaction level of flight passengers.
Learn MoreAvocado Price Prediction
Predicting the future price of avocadoes based on historical data.
Learn MoreConcrete Compressive Strength Prediction
Predicting the compressive strength of the concrete, based on the materials used.
Learn MoreSolar Radiation Prediction
Predicting the future solar radiations, based on the historical meteorological data.
Learn MoreLegendary Pokemon Prediction
Predicting the legendary pokemons and also identifying what makes a pokemon legendary.
Learn MoreHuman Activity prediction
Predicting the human activity and draw other insights by analyzing the smartphone sensor data.
Learn MoreSeattle Weather Prediction
Predict whether it will rain on a specific day in Seattle or not.
Learn MoreHubway data visualization challenge
Produce visualizations that reveal interesting user patterns about how people in Boston gets around on Hubway
Learn MoreKickstarter funding patterns
Derive insights on successful and failed projects on Kickstarter platform.
Learn MoreHow bad is the Air Quality in metropolitans?
Analyse worsening airquality in metropolitan cities.
Learn MoreMarketing strategies in Retail banking
Derive insights on how sucessful are the direct marketing campaigns of a Portuguese Bank.
Learn MoreWhat are the Characters in superhero comics
Identify the good, bad and the ugly nature of characters in Marvel comics.
Learn MoreWhat caused International crisis
Identify all factors which caused major international crisis events in the last 100 years.
Learn More
DEFCON Level Classification
Classify the different DEFCON levels based on certain conditions.
Learn More
Natural Scenes Prediction
Distinguish different natural scenes into their respective classes.
Learn MorePresence of Ships in Satellite Imagery
Differentiate between images containing ships and those not containing ships.
Learn MoreDetection of Bird Species
Classify different species of bird using a collection of bird species images.
Learn More
Product Classification based on Review
Predict the label of the product based on a review.
Learn More
Nietzsche Texts Generator
Generate texts out a set of characters or words of Nietzsche texts using text generation model.
Learn MoreInstructors
Learn from the INDIA’s leading Data Science Professionals through live classes
Most reviewed 4.75/5Manvender Singh
CEO, INSAID
Manvender Singh(Manav) is the CEO & senior faculty at INSAID. An MBA from Indian School of Business, Manav is among the most well known faces in professional education in India and has been a pioneer of Data Revolution in India.
Suchit Majumdar
Head, Product Management
An MBA from ISB, Suchit is ranked among India's Top 20 Data Science Academicians and brings deep expertise in Data products. Suchit is popular for his interactive style of teaching and using practical real world examples.
Deepesh Wadhwani
Senior Faculty
Deepesh is a Senior Faculty at INSAID and teaches ML- I, II & III terms. He is an alumni of IIM Calcutta and a high-achieving professional in Data Science industry and his interactive style of teaching makes him among the most popular faculty at INSAID.
Lavi Nigam
Senior Faculty
Lavi is a Senior Faculty at INSAID and is known for bringing real world perspectives in classes he delivers at INSAID. Lavi has more than a decade of experience & in his most recent stint has worked as Senior Data Scientist at HCL.
Subhodeep Dey
Senior Faculty
Subhodeep Dey is a Senior AI Faculty at INSAID and one of the most loved mentors here. An IIM Calcutta Alumni in Business Analytics, Subhodeep has been revered at the Nasscom AI Game Changer Awards 2018 for his outstanding work.
Amit Goyal
Senior Faculty
Amit Goyal is a Senior Faculty at INSAID. Amit has 8 years of work experience and his area of expertise is Advanced Analytics & Tableau. He has also trained professionals across the globe on SAS, R, Tableau and Power BI.
Sai Charan Tej Kommuri
Senior Faculty
Sai Charan Tej Kommuri is a seasoned Product Manager, specialized in building Machine Learning products from scratch. Today, as a Product Manager at Teradata, he identifies business problems and leverages design-thinking principles.
Neelmani Gupta
Senior Faculty
Neelmani Gupta is a Senior Faculty at INSAID . An MBA from Indian School of Business, he is a pioneer in Data Science implementation having a deep-rooted interest in solving complex real-world problems using Data Science.
Abhinav
Senior Faculty
Abhinav is a Senior Faculty at INSAID who holds 16 years of diversified experience as a Senior Data Scientist & Artificial Intelligence Expert, Banker, Entrepreneur, and Business Consultant. He is an MBA from Indian Institute of Foreign Trade.
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 paceand right guidance.”
Jigna Thacker
Group Director Analytics, Kantar
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 3,00,000
+ GST (scholarship available)Payment Plans - as low as INR 8,752
Choose preferred payment method & avail upto 12 month EMI on program fee.
Get interest free loans through our credit partner EarlySalary with ZERO processing fee.
- 3 month Plan - Pay monthly INR 35,006.67
- 6 month Plan - Pay monthly INR 17,503.34
- 9 month Plan - Pay monthly INR 11,668.89
- 12 month Plan - Pay monthly INR 8,751.67
Get interest free loans through our credit partner EarlySalary with ZERO processing fee.
- 3 month Plan - Pay monthly INR 35,006.67
- 6 month Plan - Pay monthly INR 17,503.34
- 9 month Plan - Pay monthly INR 11,668.89
- 12 month Plan - Pay monthly INR 8,751.67
