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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIIT 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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