Data Analytics in Python

This course is all about learning to use python and jupyter notebooks by exploring fun, real-world data projects.

Intermediate

51 Lessons

2h 29min

Certificate of Completion

This course is all about learning to use python and jupyter notebooks by exploring fun, real-world data projects.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

88 Playgrounds

32 Quizzes

This course includes

88 Playgrounds

32 Quizzes

Course Overview

In this course, you will get an introduction to Python-based data analytics. You will learn the inner workings of Python to the point where you can confidently find and manipulate data sources and use a Jupyter environment to derive insights from your data. By the end of this course, you will be able to find and clean data sources, plot your data, and use Python functionalities that show graphs of data. It’s your all-in-one guide to teaching yourself data analytics in 30 days.

TAKEAWAY SKILLS

Data Extraction

Data Visualization

Data Statistics

What You'll Learn

An understanding of data extraction and preprocessing techniques

A Hands-on experience in analyzing datasets for different problems using Python

Develop skills to gather valuable insights from data

A working knowledge of filtering and refining datasets

The ability to generate different types of graphs for data visualization

What You'll Learn

An understanding of data extraction and preprocessing techniques

Course Content

Before We Begin

What Is This Course About?

Storing and Protecting Data

Comparing Wages With Consumer Price Index Data

Introduction

Working with API Working with CPI and Salary Data Manipulating the CPI Data Series Converting Percentages to CPI Values Merge and Plot Our Data Frames Quiz Challenge 1 - Plot a Simple Bar Graph Solution Review - Plot a Simple Bar Graph

Wages and CPI: Reality Check

Confirm the Integrity of Your Data Establish a Historical Context for Your Data Incorporate S&P 500 Quotes Calculate the Rate of Increase for Both CPI and S&P Quiz

Working With Major US Storm Data

Working With Major US Storm Data US Hurricane Data: 1851–2019 US Hurricane Data: 1851-2019 (Continued)US Tropical Storm Data: 1851-1965, 1983-2019 US Tropical Storm Data:1851-1965, 1983-2019 (Continued)Quiz Challenge 2 — Plot a Simple Histogram Solution Review - Plot a Simple Histogram Challenge 3 — Scatter Plot Solution Review — Scatter Plot

Property Rights and Economic Development

How Do You Measure Conditions and Outcomes?Getting the Data and Visualizing Datasets Using Scatter Plots Adding Hover Visibility Adding a Regression Line Other Considerations Quiz Challenge 4 - Plot a Regression Line Graph Solution Review - Plot a Regression Line Graph

How Representative Is Your Government?

4 Lessons

Does Wealth Influence The Prevalence Of Mental Illness?

4 Lessons

Do Birthdays Make Elite Athletes?

3 Lessons

Does Literacy Impact The Income of People

4 Lessons

Conclusion

1 Lesson

Appendix

1 Lesson

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

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Emma Bostian 🐞

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Evan Dunbar

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Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

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Kenan Eyvazov

DevOps Engineer

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

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