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Introduction to Data Science with Python

Delve into foundational Python programming, explore libraries like pandas and Matplotlib, and gain insights into data management, analysis, and visualization with practical projects.

Beginner

85 Lessons

4h 10min

Certificate of Completion

Delve into foundational Python programming, explore libraries like pandas and Matplotlib, and gain insights into data management, analysis, and visualization with practical projects.
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This course includes

443 Playgrounds
11 Challenges
7 Quizzes
Course Overview
What You'll Learn
Course Content
Apply Your Skills

Course Overview

Python is one of the most popular programming languages for data science and analytics. It’s used across a wide range of industries. It’s easy to learn, highly flexible, and its various libraries can expand functionality to natively perform statistical functions and plotting. This course is a comprehensive introduction to statistical analysis using Python. You’ll start with a step-by-step guide to the fundamentals of programming in Python. You’ll learn to apply these functions to numerical data. You’ll fir...Show More
Python is one of the most popular programming languages for data science and analytics. It’s used across a wide range of industr...Show More

What You'll Learn

A deep familiarity with various data functions of Python
The ability to visualize statistical data using Matplotlib and Plotly libraries
A working knowledge of the pandas and NumPy libraries for data cleaning and analysis
A strong proficiency in the basics of data science and the Python programming language
A deep familiarity with various data functions of Python

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Course Content

1.

Introduction

1 Lessons

Get familiar with essential data science skills using Python for business intelligence.

3.

NumPy: Data Analysis

10 Lessons

Work your way through NumPy essentials, manipulating arrays, and performing Boolean masking and arithmetic operations.

7.

Pandas: Data Visualization

5 Lessons

Practice using Pandas' robust data visualization tools to create professional, customized plots.

8.

Plotly: Interactive Data Visualization

3 Lessons

Try out Plotly for creating interactive visualizations and geographical plotting using maps.

11.

In Closing

1 Lessons

Grasp the fundamentals of data visualization, plot management, and combining datasets effectively.

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