Data Science Masters Program with
Deep Learning and Computer Vision

| Admissions Now Open | Classroom + Online

11 Months (48 Sessions)

461 hrs
Classroom + Online

300
Assignments

10
Guided Projects

3
Mentored Hackathons

  • Over next 3 years India will face a shortage of 2 lakh data scientists -The Hindu

  • 75% of companies are investing in, or planning to invest in, big data in the next two years-Gartner

  • Data Scientists with around 5 years of experience earn 75 lakh pa compared to 5-8 lakh for engineers with same experience-Team Lease

  • 99% of C-suite executives said analysis of data was important to their strategy next year-KPMG

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Program Overview

The CV with Deep Learning Specialization will build upon your Data Science knowledge and turns you into a hands-on Computer Vision practitioner with deep learning skills.

Program Outcomes

By the end of this program, you will be able to use Python for Data Science, summarize data for analysis, solve problems, implement, evaluate and productionize solutions to data science problems by building appropriate machine learning models and algorithms. You will also become proficient in state of the art techniques like deep learning and specialize in solving Computer Vision problems.

Learning Benefits

  • Comprehensive tech support
  • 12 months access to learning resources
  • Watch lecture videos multiple times
  • Build strong social media presence and great professional network
"The culture at GreyAtom is excellent and has helped me gain hands-on experience in Data Science. It has been a perfect deal for me."

Ronak Talreja
Data Science Program, Data Scientist @The Data TeamSee all Testimonials

Curriculum

1

Python Toolkit for Data Science

  • Getting Started with Python
  • Handling Program Flow in Python
  • Manipulating Data using NumPy
  • Data Wrangling with Pandas
  • Data Visualization with Matplotlib
Solo Project # 01 - Analyse the performance of different countries in Olympics from Wikipedia

2

Foundational Machine Learning

  • Summarizing Data with Statistics
  • Introduction to Probability
  • Making inference from Data
  • Hands on Linear Algebra
  • Make your first prediction with Linear Regression
  • Regularization
Solo Project #2 - Predict the customer's next recharge amount for

3

Supervised Techniques

  • EDA and Data Pre-processing
  • Machine Learning: Logistic Regression
  • Improving your model with Feature Selection
  • Decision Tree
Solo Project # 3: Predict if clients will subscribe to a direct marketing campaign for banking institutions

4

More Supervised, Unsupervised Machine Learning Techniques

  • Ensembling and Random Forest
  • Gradient Boosting Machines
  • Machine Learning: Clustering/ k-means
  • Challenges in Machine Learning
  • Support Vector Machines
Hackathon #01 -Segment the audience of on its user’s propensity to watch a video in the next 2 days

5

Text Processing on Data

  • Foundations of Text Analytics
  • Topic Modelling on Text
  • Sentiment Analysis using NLP
NLP Project - Haptik -Given a customer query, classify it correctly as sarcastic or non-sarcastic

6

Deploying ML @ scale

Productize your data science models. Build a fluid understanding on how to deploy data science products.

  • Pillars of Machine learning deployment
  • Pillars of Machine learning deployment
  • Pillars of Machine learning deployment

7

CV Basics
  • Introduction to CV,Hands-on OpenCV
  • Image classification using supervised learning
Solo Project #4 - In this module, you will be introduced to basic building blocks of Computer Vision. With this module, you will learn to solve use cases like image classification and face detection.

8

Deep Learning Basics
  • Intro to Deep Learning,Multi-Layer Perceptron (MLP) with Churn Modelling
  • Deep Artificial Neural Network architecture
  • Optimizing Deep Neural Networks
  • Industry Partner Project
Solo Project #5 - In this module, you will learn the nuts and bolts of deep learning. These are important skills that will be used later for solving various vision use cases.

9

Deep Learning for CV
  • Convolutional Neural Networks Foundations
  • Segmentation and Object Detection in CNN
  • Representation Learning
  • Recurrent Neural Networks
  • Style Transfer
  • Generative Models
  • Capstone - Industry Partner Project
  • Capstone - Industry Partner Project
Solo Project #6 - In this module, you will be introduced to different use cases of Computer Vision like object detection, style transfer, image generation and so on. You will solve the use cases using the state of the art deep learning methods

10

Capstone

Choose your Capstone from multiple business problems with real impact

The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry.

Download the Program Brochure

GreyAtom provides Data Science Masters Program with Computer Vision based on classroom + online module where you can accelerate your Career in Data Science and build expertise on Machine learning, Python & CV etc.

Mentors

Balaraman Ravindran

Professor at Indian Institute of Technology Madras

Paul Meinshausen

Data Scientist @ Montane Ventures

Axel Oehmichen

Research Associate - Imperial College London

Divyesh Shah

Engineering Manager - Marketplace Management at Uber

Manas Ranjan Kar

NLP/ML Product Architect - Episource LLC

Jay Trivedi

Data Scientist | IIM Ahmedabad | IIT Roorkee

Bhumil Haria

Senior Software Engineer at Paycraft

Soumendra Dhanee

Institute of Mathematics and Applications

Sudhanshu Saxena

Big Data - Hadoop Trainer, Data Scientist, Big Data Speaker

Manish Kukreja

Data Scientist at Auckland DHB

Sidharth Ramachandran

Head of Data Science at GfK

Avinash Ahuja

Data Scientist @ LinkedIn
"Multiple capstone projects at GreyAtom have helped me develop my skills on Big Data and all other elements of Data Science."

Bhavesh Bhat
Data Science Program, Data Scientist @FlexiLoansSee all Testimonials

Industry Partners

haptik-logo
clevertap-logo
"It’s been an amazing experience gaining knowledge of all the important topics of Data Science. Excellent work done on GreyAtom Learning Platform"

Arunabh Singh
Data Science Program, Data Scientist @RedSky Technologies Pvt LtdSee all Testimonials

Student Projects

Our students build projects that are modeled on real industry data sets and address real-world challenges. Browse through some of our students' projects to discover the learning outcomes.

Career Services

Our career services work closely with you throughout the program. We help you identify your strengths and weaknesses, determine career interests, and spot employment opportunities. We empower our students to become self-sufficient in navigating the everchanging employment landscape.

Digital Profile Building

At graduation, you will have an extensive and rich GitHub portfolio, several storytelling blogs on Medium, and a résumé that does most of the speaking.

Interview Prep

We help our students develop confidence and become comfortable with job interviews through on-campus training sessions, roleplay, and mock interviews.

Understanding Job Market

Our career coaches help you understand the hiring landscape and navigate its challenging terrain.

GreyAtom Learning Platform

GreyAtom Learning Platform is our in-house, cloud-based training platform. Integrated with GitHub and Medium blogs, our training platform brings the best of all worlds at the click of a button. With on-board performance analytics and gamification, GreyAtom Learning Platform offers a seamless learning experience.

Learn by Doing

Learn data science by doing actual work on industry data sets. GreyAtom Learning Platform combines learning with real data sets to deliver optimum learning outcomes.

Integration with GitHub

GreyAtom Learning Platform allows users to auto-post their work on GitHub. Over time, it builds a portfolio of demonstrable skills that can be leveraged during job applications.

Assistance

Users can collaborate with peers on GreyAtom Learning Platform to troubleshoot problems. This leverages one of the key tenets of learning - peer-to-peer collaboration.

Multifunctionality

GreyAtom Learning Platform is a fully-configured, virtualized terminal. Its integration with Jupyter Notebook allows you to code as you learn.

Real time dashboard

GreyAtom Learning Platform’s embedded analytics reflects the most current information about the user’s performance and assignment scores.

Build storytelling skills

A data scientist should be able to weave a compelling narrative around his work product. GreyAtom Learning Platform’s gamified blogging experience incentivizes users to blog on esteemed portals like Medium.com.

“At GreyAtom, I got the first hand experience of working in a real office, right after college! I loved the daily standups, sprints and the insane pace at which we learned data science”

— Saraswati

Admission

29th June

8 Months (Classroom) + 3 Months (Online)
Sat OR Sun • 10:00am-5:00pm
Pune

Start Application

28th July

8 Months (Classroom) + 3 Months (Online)
Sat OR Sun • 09:30am-04:30pm
Mumbai

Start Application

How to Apply?

Scholarship

Program Fee

₹1,40,000

+ taxes

  • Scholarship available for limited students
  • Flexible EMI options
  • Discounts on full payment
  • Referral Bonus of upto INR 2000 T&C Apply

GreyAtom Fitment Incentive

A Skills-based Scholarship

Apply for Fitment Incentive

Program Certificate

Users will be awarded a certificate upon the completion of the program.