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
Term 1 : Data Analysis with Python
4 weeks
Data Science Fundamentals
Data Operation with Numpy
Data Manipulation with Pandas
Term 2 : Data Visualization Techniques
4 weeks
Introduction to Data Visualization
Data Visualization using Matplotlib
Hands-on Pandas for Rapid Visualization
Seaborn for Data Visualization
Term 3 : EDA & Data Storytelling
4 weeks
Introduction to Exploratory Data Analysis
EDA Framework Deep Dive
Scientific Exploration of Industry Data (Case Study)
Student Presentations & Insight Delivery
Minor Capstone Project
-
In a simulated environment get to work with a major Telecom company that seeks help from your team of Data Scientists to resolve a major marketing hurdle in front of them. Get a near real world exposure of working on industry problems within data science teams to reach a common end goal of helping customers win.
Term 4 : Machine Learning Foundation
4 weeks
Introduction to Machine Learning
Linear Regression
Logistic Regression
Model Evaluation Techniques
Term 5 : Machine Learning Intermediate
4 weeks
Decision Trees
Random Forests
Dimentionality Reduction using PCA
Naive Bayes Classifier
Term 6 (Mandatory): Machine Learning Advanced
4 weeks
KNN (K-Nearest neighbors)
K-means Clustering
Ensemble Learning
Optimization
Major Capstone Project
-
Experience a real world simulation of a company problem that needs to be solved using Data Science and Machine Learning. Work with a team fo Data Scientists who are working towards solving issues for a company in trouble.
Term 7 : Basics of AI, Tensorflow & Keras
4 weeks
Introduction to Artificial Intelligence
Applications of Artificial Intelligence
Introduction to TensorFlow and Keras
Math behind AI: Simplified
Term 8 : Deep Learning Foundation
4 weeks
Introduction to Deep Learning
Activation Function and Learning Rate
Role of Optimizers in Deep Learning Models
Deep Learning Model Practicals
Term 9 : Computer Vision - I
4 weeks
Introduction to Convolution Neural Networks
Decoding Image Components
Identifying MNIST using CNN
Preprocessing Image Data to apply CNN
Term 9 : Natural Language Processing - I
4 weeks
Introduction to NLP & Word Vectors
Decoding a Textual Data
NLP using Recurrent Neutral Networks (RNN)
NLP using Memory Alterations
AI Capstone Project
In this ever evolving world, solving complex problems get easier using AI.In this capstone project you will be an AI expert who is helping a hypothetical company resolve some major challenges it faces by using AI. Get a chance to work with a team of AI specialists and a simulated environment to help you relate to real world challenges companies face regularly.
Term 10 : Computer Vision - II
4 weeks
Transfer Learning
Object Detection using CNN based Algorithms - I
Object Detection using CNN based Algorithms - II
Teaching Machines to Mimic Real-World (Generative Models)
Term 10 : Natural Language Processing - II
4 weeks
Teach Machines to Generate New Textual Data (Language Modeling)
Keras Functional API and Intro to Sequence to Sequence Model
Language Translation - English to Spanish using Seq2Seq Models
Building a Chatbot
Programming Languages & Tools
Completion & Merit Certifications
Live Projects and Case studies
50+ Topic wise Assignments
25+ Tools and Packages
Faculty & Mentors
Deepesh,
IIM-Calcutta
Nishkam,
Paypal
Amit,
Paytm
Lavi,
Subhodeep,
Jio
Neelmani,
Gojek
Work on world class Projects
Concrete Compressive Strength Prediction
Predicting the compressive strength of the concrete, based on the materials used.
Solar Radiation Prediction
Predicting the future solar radiations, based on the historical meteorological data.
Legendary Pokemon Prediction
Predicting the legendary pokemons and also identifying what makes a pokemon legendary.
Human Activity prediction
Predicting the human activity and draw other insights by analyzing the smartphone sensor data.
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)
GCDAI
(10 months)
GCDAI
(10 months)
GCDAI
(10 months)
GCD
(6 months)
GCDAI
(10 months)
GCD
(6 months)
GCDAI
(10 months)
Aditya Gundu
Sr Engineer Consultant (Software Dev)
Sr Engineer Consultant (DS)
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..
Career Assistance Features
1.
Data Science Career Launchpad: A flagship event to nominate the best Data Science students and honor them with awards
-
Resume Workshop
:Enables Professionals to create a stellar resume
-
GitHub Workshop
:Assists in preparing a wonderful Data Science portfolio
-
LinkedIn Workshop
:Encourages Professionals to create a Job Role specific profile
-
Featured Interview
:Students get an opportunity to share their journey and be featured on INSAID website
-
Data Science Leader Awards
:Only the chosen Participants get an opportunity to have an experience of Mock Interview sessions
2.
Career Resources: A Repository containing references of various useful resources pertaining to Job Role, Interview preparation and Brand building.
3.
Career focused webinars: A platform to learn, interact and acquire knowledge relevant to Data Science Job Roles, Portfolio building and cracking Interviews.
4.
One-On-One with Career Coach: Personalized sessions to help you in analyzing strengths and weaknesses and assisting you in shortlisting the right Job Roles and mapping the Career Roadmap.
5.
Job Portal Access: An easily accessible portal to hunt the right job opportunities based on specific skill- sets.
Beyond the program advantage
Learning Resources & Technical Support
Dedicated resource center with 1000+ resources to ease your data journey. All 7 day of week technical support to answer all your technical queries.
Industry Immersion with Top Data Science Leaders
Monthly Speaker Connect
Your learning isn’t limited to the weekly sessions led by faculty but at INSAID we rope in top Data Science leaders across the world to help you gain not only practical insights but also prep you for cut throat competition.
International Summits
Every six months, we usually organize Data Science Summits inviting leaders from one entire geography. Most recent one being SEA - South East Asia Conference.
Placement Assistance
-
Carefully crafted program such as career launchpad which will help the candidates to polish their resume & GitHub profiles.
-
Participating in Mock interviews & get job ready Job.
-
Dedicate job opening portal to find your perfect role.
Lifelong Community Support
Life-time access to the resources, content and community support to clear your doubts.
Admission Process
STEP 1
Schedule call with learning advisor
To discuss career transition and end objectives
STEP 2
Apply for Scholarship
Apply for scholarship upto 70% on the entire program fee
STEP 3
Start Learning
Get access to your dashboard and begin your journey with starter kits.
Program Fee
No cost EMI options available*.
Student Reviews
Frequently Asked Questions
PROGRAM PRE-REQUISITES
1. Do I need to know Programming & Math before enrolling to a program?
Background in Programming & Maths is helpful but not mandatory.
2. What is the minimum system configuration required?
Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
SYLLABUS & PROJECTS COVERED
1. How many projects can I expect to work on?
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.
2. What's the difference between Term Project & Capstone Project?
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.
3. What all topics are covered in the GCDAI Program?
Download our latest program brochure &
curriculum.
TIME COMMITMENT
1. How much time I've to spend?
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.
2. What is the duration of the program?
Every term is for 4-5 weeks approximately. And the overall GCDAI program duration is 11 months.
PROGRAM FEE & SCHOLARSHIPS
1. Are there any scholarships available?
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.
2. What is the criteria for getting the scholarship?
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!
WHY INSAID
1. How's the GCDAI program different?
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.
2. Tell me more about Career Assistance?
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.
3. What's the refund policy?
Go through our Student Policy link.
Discuss your Goals
