Intellipaat-MSc-Data-Science-Bootcamp

Python

  • Module 1 - Getting Started With Python
  • Module 2 - Concept Of OOPs In Python
  • Module 3 - Statistics
  • Module 4 - NumPy
  • Module 5 - Data Manipulation Using Pandas
  • Module 6 - Data Visualization Using Matplotlib
  • Module 7 - Machine Learning Using Python
  • Module 8 - Supervised Learning Algorithm In Python
  • Module 9 - Unsupervised Learning
  • Projects - COVID-19 Analysis, Customer Churn, Flight Price Prediction, Classification – Credit Score, Biosignal Analysis For Smoking, Image Classification Using Scikit-Learn, Credit Card Fraud Detection, Revenue Prediction, Heart Disease.

SQL

  • Module 1 - Introduction To SQL
  • Module 2 - Datatypes And Constraints
  • Module 3 - Operators
  • Module 4 - Joins & Functions
  • Module 5 - Clauses
  • Module 6 - Views & Stored Procedures
  • Module 7 - Clauses
  • Module 8 - Advance SQL Concepts
  • Projects