GreyAtom Transition Program

Get ready to crack the Data Science Job market in next 180 Days

For absolute beginners | Structured curriculum built by Industry practitioners | Get industry ready with projects and 87+ hours of LIVE mentor contact hours

Summary

24 mentor-led live coding sessions 18 Career Sessions live coding sessions 87+ hours of mentor training 4 guided hackathons 2 Career Coaching Sessions - 1-on-1 429 Assignments 83 Quizzes 18 Cheat Sheets 16 industry projects 14 Sprints 12 month Access to GLabs - Learning Platform Unlimited updates Unlimited - Chat Support Industry recognized Certificate of Completion + BONUS #1: Natural Language Processing with Deep Learning Self Paced Content BONUS #2: Time Series - Master Class (2+ Hours Video) BONUS #3: Python for Data Science 4 Day Workshop (6 Hours - LIVE Mentor) BONUS #4: 2-Day Tableau for Data Science Executives (6 Hours - LIVE Mentor) BONUS #5: Business Solving Workshop 1 Day - 2 Hour - LIVE Mentor Originally for ₹52,998 FREE FOR LIMITED TIME

Curriculum

MODULE 1

Data Science toolkit

• Fundamentals of Python • Introduction to Git

MODULE 2

Python Modules

• Manipulating Data with Numpy • Data Wrangling using Pandas • Data Visualization with Matplotlib

MODULE 3

Statistical Tools for Data Science

• Summarizing Data with Statistics • Introduction to Probability • Making inference from Data

MODULE 4

Foundations of Machine Learning

• Make your first prediction with Linear Regression • Optimizing linear regression models through Regularization

MODULE 5

Supervised Machine Learning

• Solving Classification problem using Logistic Regression • Building the right Decision Trees

MODULE 6

Data Preparation for Machine Learning

• Exploratory Data Analysis • Data Pre-processing Techniques • Feature Selection Techniques

MODULE 7

Practical Machine Learning

• Ensembling Techniques and Random Forest • Gradient Boosting Machines • Unsupervised Machine Learning - Clustering

MODULE 8

Machine Learning in Production

• Challenges in ML • Deployment of ML model • From Business Problem to Data Science Problem

MODULE 9

Natural Language Processing

• Introduction to Natural Language Processing • Analysing Text Data using Sentiment Analysis • Using RASA tech stack to develop Chatbot

MODULE 10

Methods of Text Analytics

• Topic Modeling • Language Models • Parsing through Text Data

MODULE 11

Resume and Profile-building

• Create Data Science resumes • Publish projects to public profiles

MODULE 12

Build public profiles

• Linkedin review • Github profile review

MODULE 13

Career counselling

• 1-on-1 personalised sessions

MODULE 14

Mock interviews

• Interview prep with mentors

Projects and hackathons

Prepare for the industry by solving real problems through projects, hackathons and code-alongs. Build your portfolio as you proceed, and emerge with a complete showcase of your Data Science skills.

• IPL Dataset analysis using basic python constructs. • Visualizing Cricket Team Performance using Matplotlib and Pandas • Big Mart Sales Prediction using Linear Regression • Salary Bracket Prediction using Decision Tree • IPL Dataset analysis using more loops and conditionals • Visualize Indian Election Data Analysis using Pandas • Data Exploration of Automobile Data • Email Classification - Spam/Ham using logistic regression.

Placement assistance

Career workshops

• Practical sessions on how to deal with the industry. Right from interviews to adapting to company culture.

Project portfolio

• Learn how to build a compelling portfolio that will impress top notch recruiters across the globe.

Success stories

Over 1200 learners have transitioned to Data Science and now work in top companies.