Understanding Virtual Environments for Data Science / Data Analysis - P.4 @LukeBarousse
Understanding Virtual Environments for Data Science / Data Analysis - P.4  @LukeBarousse
Uploaded October 2020 | Updated September 2026, 13 hours ago
Python Fundamentals Course (DataCamp) ๐Ÿ‘‰๐Ÿผ lukeb.co/PythonBasicsDataCamp
Data Analyst Track w/ Python (DataCamp) ๐Ÿ‘‰๐Ÿผ lukeb.co/PythonAnalystDataCamp
(My recommended courses that I took to learn Python!)

This video helps understand the basics of virtual environments & package managers that data analysts and scientists will encounter when working with python. We cover simple concepts to start and then work into implementing virtual environments & installing packages with conda (Anaconda). For pip and venv (virtualenv) users, I call out the differences so you can follow along as well.
Differences of conda v. pip v. virtualenv ๐Ÿ‘‰๐Ÿผ docs.conda.io/projects/conda/en/latest/commands.html

My playlist for starting Python ๐Ÿ‘‰๐Ÿผ youtube.com/playlist?list=PL_CkpxkuPiT9udgCeqZpS4HKF6uIzra3r
Download Python w/ Anaconda here ๐Ÿ‘‰๐Ÿผ anaconda.com/products/individual
Download VS Code here ๐Ÿ‘‰๐Ÿผ code.visualstudio.com/download

Certificates & Courses
==================================
Coursera Courses:
๐Ÿ“œ Google Data Analytics Certificate (START HERE) ๐Ÿ‘‰๐Ÿผ lukeb.co/GoogleCert
๐Ÿ’ฟ SQL for Data Science ๐Ÿ‘‰๐Ÿผ lukeb.co/SQLdataScience
๐Ÿงพ Excel Skills for Business ๐Ÿ‘‰๐Ÿผ lukeb.co/ExcelBusinessAnalyst
๐Ÿ Python for Everybody ๐Ÿ‘‰๐Ÿผ lukeb.co/PythonForEverybody
๐Ÿ“Š Data Visualization with Tableau ๐Ÿ‘‰๐Ÿผ lukeb.co/Tableau_UCDavis
๐Ÿดโ€โ˜ ๏ธ Data Science: Foundations using R ๐Ÿ‘‰๐Ÿผ lukeb.co/RforDataScienceJH
Coursera Plus Subscription (7-day free trial) ๐Ÿ‘‰๐Ÿผ lukeb.co/CourseraPlus

DataCamp Courses:
๐Ÿ Python ๐Ÿ‘‰๐Ÿผ lukeb.co/PythonBasicsDataCamp
๐Ÿ“ˆ Power BI ๐Ÿ‘‰๐Ÿผ lukeb.co/PowerBIDataCamp
๐Ÿ“Š Tableau ๐Ÿ‘‰๐Ÿผ lukeb.co/TableauDataCamp
๐Ÿดโ€โ˜ ๏ธ R ๐Ÿ‘‰๐Ÿผ lukeb.co/RDataCamp
๐Ÿ Data Analyst w/ Python ๐Ÿ‘‰๐Ÿผ lukeb.co/PythonAnalystDataCamp
DataCamp Subscription (Monthly $25USD) ๐Ÿ‘‰๐Ÿผ lukeb.co/DataCampSub

๐Ÿ™‹๐Ÿผโ€โ™‚๏ธ My Courses ๐Ÿ‘‰๐Ÿผ lukeb.co/courses

My Tech for Data Science
(Includes Amazon Affiliate Links)
==================================
๐Ÿ’ป Dell New XPS 13 (PC of choice) ๐Ÿ‘‰๐Ÿผ geni.us/DellNewXPS13
๐Ÿ’ป Dell New XPS 15 ๐Ÿ‘‰๐Ÿผ geni.us/DellNewXPS15
๐Ÿ‘จ๐Ÿผโ€๐Ÿ’ป M1 Macbook Air 8GB (Mac of choice) ๐Ÿ‘‰๐Ÿผ geni.us/M1macAir8GB
๐Ÿ‘จ๐Ÿผโ€๐Ÿ’ป M1 Macbook Pro 8GB ๐Ÿ‘‰๐Ÿผ geni.us/M1macPro8GB
๐Ÿ”Œ Must-have Mac dock ๐Ÿ‘‰๐Ÿผ geni.us/CalDigitTS3
๐Ÿ–ฅ M1 Multiple monitor adapter ๐Ÿ‘‰๐Ÿผ geni.us/DisplayLinkAdapter
โŒจ๏ธ Mac Keyboard ๐Ÿ‘‰๐Ÿผ geni.us/MacMagicKeyboard
๐Ÿ–ฑ Mac Mouse ๐Ÿ‘‰๐Ÿผ geni.us/MacMagicMouse
๐Ÿ’พ Small (1TB) External HD ๐Ÿ‘‰๐Ÿผ geni.us/WDelements1TB
๐Ÿ’พ Large (14TB) External HD ๐Ÿ‘‰๐Ÿผ geni.us/WDelements14TB
๐Ÿข Standing Desk ๐Ÿ‘‰๐Ÿผ geni.us/StandingDeskFezibo
๐Ÿ“— Data Science Must Read ๐Ÿ‘‰๐Ÿผ geni.us/StorytellingWithData
๐Ÿ“ธ Camera of Choice ๐Ÿ‘‰๐Ÿผ geni.us/SonyA6600body
*For computers, I recommend checking the manufacturer's website (i.e., dell.com) for deals/rebates*

Social Media / Contact Me
======================
๐Ÿ™‹๐Ÿผโ€โ™‚๏ธWebsite: lukebarousse.com
๐ŸŒ„ Instagram: instagram.com/lukebarousse
โฐ TikTok: tiktok.com/@lukebarousse
๐Ÿ“˜ Facebook: facebook.com/datavizbyluke
๐Ÿ“ฅ Business Inquiries: luke@lukebarousse.com

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00:00 Intro
01:14 The need for packages & managers
03:28 Using packages & package managers (coding example)
07:34 The problem virtual environments solve
09:32 Showing the problem (coding example)
12:35 The concept of virtual environments
14:40 Using virtual environments (coding example)
18:39 Conclusion

#vscode #pythontutorial #datavisualization
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Understanding Virtual Environments for Data Science / Data Analysis - P.4

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