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Python with Data Science Course

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Introduction

Python is a programming language widely used by Data Scientists. Python has in-built mathematical libraries and functions, making it easier to calculate mathematical problems and to perform data analysis. We will provide practical examples using Python.

Data Toolkit

Introduction to Python

Programming in Python

Python for Data Science

Data Visualization in Python

Exploratory Data Analysis

Credit EDA Assignment

Inferential Statistics

Hypothesis Testing

Basics of SQL

Advanced SQL

SQL - RSVP Movies Case Study

Machine Learning - I

Linear Regression - I

Linear Regression - II

Gradient Descent for SLR

Logistic Regression - I

Logistic Regression - II

Classification

Clustering

Basics of NLP

Business Problem Solving

Intro to GIT and GITHUB

Case Study: Lead Scoring

Projects

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