Learn Data Analysis for your Business
Learn Python and SQL, and build the skills you need to query, analyze, visualize data — and communicate your findings.
Includes Python 3, SQL, Pandas, NumPy, Matplotlib, Seaborn, SciPy, and more.
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Skill level
BeginnerTime to complete
28 WeeksCertificate of completion
YesPrerequisites
None
About this career path
Businesses generate tons of information, but they don’t always know how to make use of it. So they look to masters of big data to make sense of it all. Consider this your team’s roadmap to success as data analysts. They’ll gain step-by-step guidance as they learn the skills and tools needed to surface business critical information to the organization.
Syllabus
17 units • 67 lessons • 54 projects • 40 quizzes- 1
Welcome to the Data Analyst Career Path
Start off with an overview of what you’ll cover in the Data Scientist Career Path, projects you’ll build, and resources you’ll benefit from.
- 2
Getting Started with Data Analytics
Start with a quick introduction to Data Analytics: what it is, how it works, and how it drives data-driven decision making.
- 3
Python Fundamentals
Learn the fundamentals of Python from syntax to modules.
- 4
Python Portfolio Project
Use your understanding of Python syntax to sort and analyze data about U.S. medical insurance costs!
- 5
Data Acquisition
Learn about various methods of acquiring data.
- 6
Data Manipulation with Pandas
Gain an overview of data manipulation and data analysis with pandas, and introduce Python lambda functions.
- 7
Data Wrangling and Tidying
Most data scientists spend the bulk of their time preprocessing data. Learn how to do it right.
Projects in this career path
- Project
Python Syntax: Medical Insurance Project
Use Python to calculate medical insurance rate costs! - Project
Python Functions: Medical Insurance Project
In this project, you will write a Python function that estimates medical insurance costs. - Project
Python Control Flow: Medical Insurance Project
Use Python control flow to provide advice on how individuals can lower their medical insurance costs.
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Set Up with Git and GitHub
Never fear losing work with this professional versioning system - Article
Bias in Data Analysis
Bias is everywhere in data. The key to combatting bias is knowing what to look out for. - Article
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Learn how to install Jupyter Notebook with Conda and pip.
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