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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf Study, Virtual ClassroomVideo and Text Based

Courses and Certificate Fees

Certificate AvailabilityCertificate Providing Authority
yesIIIT Bangalore

The Syllabus

  • Maths for DS
  • Intro to Python
  • Programming in Python-I
  • Programming in Python-II
  • Python for DS
  • Data Analysis in Excel + Advanced Excel
  • Data Visualisation in Python
  • Exploratory Data Analysis
  • Credit EDA Assignment
  • Advanced Programming
  • Best Programming Practices + GIT
  • Basics of SQL
  • Advanced SQL - I
  • Advanced SQL - II
  • Advanced SQL - III
  • SQL - RSVP Movies Case Study
  • Python/SQL Lab
  • Basic Viz. using Tableau
  • Advanced Tableau
  • Data Storytelling
  • Airbnb Case Study

  • Inferential Stats
  • Hypothesis Testing
  • Business Problem Solving - I
  • Linear Regression - I
  • Linear Regression - II
  • Linear Regression Assignment
  • Logistic Regression
  • Decision Trees
  • Unsupervised Learning: Clustering
  • Basics of NLP and Text Mining
  • Case Study: Lead Scoring
  • Hackathon
  • System Design + Reporting Analytics
  • Deployment Basics

  • Capstone Project

  • Data Analytics
  • Business Analytics
  • Deep Learning
  • Natural Language Processing
  • Data Engineering

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