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Welcome to DS-1002

Module 1: Getting started

Introduction
Tech Stack
Brief introduction to programming languages
Jupyter Notebooks
Your first Python program!

Module 2: Python (Essential)

Variables and data types
Operators and Expressions
Strings
Data Structures
Control Structures
Iterables and Iterators
Functions

Module 3: Python II (Advance)

Errors and Exceptions
Introduction to object-oriented programming (OOP)
Reading and Writing Files

Module 4: Python for Data Science

NumPy (Part I)
NumPy (Part II)
Introduction to Pandas
Pandas: Data Exploration
Pandas: Data Manipulation
Pandas: Advanced Data Manipulation and Aggregation
Pandas: Introduction to Feature Engineering

Module 5: R

Introduction to R
Data Structures
Control Structures
Functions
R for data science: Tidyverse

Epilogue

Wrapping up

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By Javier Rasero

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