Introduction to Data Science with Python

Introduction to Data Science with Python

Beginner

85 Lessons

4h 10min

Certificate of Completion

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

443 Playgrounds
11 Challenges
7 Quizzes

This course includes

443 Playgrounds
11 Challenges
7 Quizzes

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

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

What You'll Learn

A deep familiarity with various data functions of Python

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Course Content

1.

Introduction

2.

Python Essentials

3.

NumPy: Data Analysis

4.

Pandas: Data Analysis

5.

Matplotlib: Data Visualization

6.

Seaborn: Statistical Data Visualization

14 Lessons

7.

Pandas: Data Visualization

5 Lessons

8.

Plotly: Interactive Data Visualization

3 Lessons

9.

Project 1: Oil vs Banks During Recession

7 Lessons

10.

Project 2: Emergency Calls Dataset

7 Lessons

11.

In Closing

1 Lesson

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

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