Global Data Science & AI Leadership Driven Program
11 Months | 11 Terms | 18 Real-World Projects
4.6/5 - Most Rated Learning Satisfaction
Program Highlights
Why this program?
Specialize through our electives.
Specialize from a variety of electives including advanced machine learning, data analytics with R,
deep learning etc.
deep learning etc.
Project Based Education
Work on industry grade data problems through term projects & Capstone projects
Industry Focus
Become a domain specialist by choosing projects from domains like ecommerce, BFSI, telecom, retail etc
Projects
Apply Data Science & Machine Learning to solve real world business problems
The dataset contains 31 variables and 285k observations of transactions made by credit cards in September 2013 by european cardholders
Credit Card Fraud Detection
The dataset contains 5 variables and 5572 observations collected for SMS spam research.
SMS Spam Collection Data
The dataset contains 21 variables and 3k+ observations to identify a voice as male or female using acoustic properties of voice and speach.
Gender recognition by voice
The test dataset contains 58 variables and
80k+ observations. the train dataset contains
59 variables and 60k+ observations of
driving data
data
Safe Driver prediction
Predict 3 months of item sales at different stores. Test dataset contains 4 variables & 45K+ observations & training dataset contains 4 variables & 90k+ observations of
Store Demand Forecasting
The test dataset contains 58 variables and
80k+ observations. the train dataset contains
59 variables and 60k+ observations of
driving data
data
Safe Driver prediction
The train dataset contains 128 variables and
59.4k observations. The test dataset contains
127 variables and 19.8k observations of the
insurance applicants.
in 2013
Predict Life Insurance Risk
Syllabus
11 Months |11 months | 1 month per term
Term 1: Data analysis basics with Python
Term 2: Data visualization & EDA
Term 3: Machine Learning Foundation
Term 4: Machine Learning Intermediate
Machine Learning Intermediate takes you deeper into Machine Learning through Supervised and Unsupervised algorithms.
Term 5: Machine Learning Advanced
In this term you learn advanced Machine Learning techniques like building recommendation engines, neural networks etc
Term 6: Capstone Project(Data Science)
Capstone Project is one month Faculty led project on which students implement all that they learnt in previous terms through an end-to-end project. We wrap up Capstone Project with INSAID Career Day which helps you prepare for Interviews, screening tests to enter Data Science roles.
Term 7: Tensorflow & Keras for AI
In this term, you will become familiar with the very basics of Tensorflow & Keras, two most popular platform used in the world of AI
Term 8: Deep learning Foundation
In this term, you will master Deep learning basics and master basic Neural networks like Convolution Neural Networks and Recurrent Neural Networks
Term 9: Natural Language Processing-I
In this term, you will get your hands dirty on mastering NLP basics & how to use Tensorflow and Keras for NLP. You will build a simple language translator by the end of this term
Term 10: Computer Vision- I
In this term, you will learn very basics of Computer Vision and how to use CNN in Computer Vision.
Term 11: Specialization: Computer Vision- II
This is a specialization term in which you will build your CNN Based Computer Vision model .
Term 11: Specialization: NLP- II
This is a specialization term in which you build a real world NLP product or solution using Deep Learning algorithms
Certification
Certification Exam
"INSIAD vision scholarships provide up to 70% tuition waiver to deserving professionals "
Know More
CAREER CENTRE
Achieve your career goals through INSAID Career center
Access to CATAPULT®
Launch your dream Data career with CATAPULT®, world's first Data Career labs
Data Career Branding Toolkit
Create your personal brand that gets starts generating interview calls
from employers.
Interview Prep Toolkit
Crack Data Science interviews with our comprehensive Interview Prep Toolkit in CATAPULT®.
"Whether you want to launch Data Science career or startup, INSAID Career Center helps you achieve your goal" - Sarfraz Yusuf, Senior Faculty, INSAID(MBA, JBIMS)
World class learning with ILC
INSAID Learning Center
World class learning with INSAID Learning Center
Heart of your learning experience at INSAID
Available 24X7 for your learning. Anywhere, anytime
Access full video recording of each class
Acess all assignments, knowledge repositories & pre-reads
FAQs
Who this program is for?
Why take this program?
How is the Global Certificate in Data Science & AI® 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 Data Science career with 100% confidence
Are there any scholarships available?
What's the criteria for getting INSAID Vision 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!
What are pre-requisites for this program? ?
Background in programming or statistics is helpful but not mandatory.
Is the program instructor led or self paced?
Learning happens best when it's in classroom. Each module is divided into classes and each class is taken by a world class faculty
Tell me more about INSAID Career Center
INSAID Career Center's mission is to help every you launch Data Science career with 100% confidence. INSAID Career Center consists of CATAPULT®(our world class career resource center) and organizes Industry Immersion sessions, Monthly Career Q&A, Startup Showcase etc to help you launch a Data Science career with 100% confidence.
What's the refund policy?
There's no refund of fee after program starts. In exceptional circumstance, where student feels that he is not able to continue with the program, we can provide him deferral to another program starting at a later date free of cost.
Before the program start date, in case student wants refund, processing fee of 7,000 will be deducted alongwith GST from the fee paid by student. Remaining fee will be refunded to the student within 15 days of student asking for refund.
Before the program start date, in case student wants refund, processing fee of 7,000 will be deducted alongwith GST from the fee paid by student. Remaining fee will be refunded to the student within 15 days of student asking for refund.
Do I lose access to the course once I graduate?
You will have access to INSAID Learning Center and INSAID Career Center for a duration of 1 year.
