Python for Data Science

Description

In this course, you will learn:

• This introduction to Python will help you get started with Python for data science and general programming. This beginner-friendly Python course will teach you how to program in Python in just a few hours.
• Upon completion, you will be able to develop your own Python scripts and perform basic hands-on data analysis in our Jupyter-based lab environment. If you want to learn Python from scratch, this is the course for you.

Syllabus:

1. Python Basics

• Your first program
• Types
• Expressions and Variables
• String Operations

2. Python Data Structures

• Lists and Tuples
• Sets
• Dictionaries

3. Python Programming Fundamentals

• Conditions and Branching
• Loops
• Functions
• Objects and Classes

4. Working with Data in Python

• Reading files with open
• Writing files with open
• Loading data with Pandas
• Working with and Saving data with Pandas

5. Working with Numpy Arrays and Simple APIs

• Numpy 1D Arrays
• Numpy 2D Arrays
• Simple APIs
• API Setup

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