👉 Join my Python Masterclass - https://www.zerotoknowing.com/join-now
📚 Get my book The Data Analytics Playbook ~ https://www.zerotoknowing.gumroad.com
In this video, I conduct a speed and performance comparison between these two powerful data analytics tools, specifically designed for Python.
Whether you're a data scientist, analyst, or Python enthusiast, understanding the strengths and weaknesses of Pandas and Polars can significantly impact your workflow and efficiency.
🔔 Subscribe for content that helps you grow!
👉 Join my Weekly Python Newsletter: https://thenerdnook.substack.com
MY COURSES ON UDEMY:
👨💻 Python Crash Course for Beginners: https://www.udemy.com/course/zero-to-...
💻 App Development Crash Course: https://www.udemy.com/course/building...
🛠 Object Oriented Programming Crash Course: https://www.udemy.com/course/zero-to-...
🔗 LINKS:
Check out my Free Python Courses: https://www.zerotoknowing.com
My Premium Newsletter Free Trial: https://tinyurl.com/4jp3kn32
Get Early Access to all My Content - https://tinyurl.com/7rnnkp8c
Stay Safe Online with my VPN deal: https://go.nordvpn.net/SH8mZ
15% OFF All Merch (Use EARLYBIRD) - https://tinyurl.com/yeyuzdyd
💌 Free Weekly Python Insights: https://thenerdnook.substack.com
☕️ Say Thank You, Buy me a Coffee ~ https://www.buymeacoffee.com/codewith...
MY FAVORITE BOOKS
🐍 Python Crash Course - https://amzn.to/3vGDXqH
🛺 Automate the boring stuff - https://amzn.to/428yoO0
💽 Data Structures and Algorithms in Python - https://amzn.to/3SkzYZL
📘 Python pocket reference - https://amzn.to/3SlK0tA
PS: Some of the links in this description are affiliate links that I get a kickback from 😜
---
MY OTHER SOCIALS
🎙 My Podcast - PyPod Chronicles - https://thenerdnook.substack.com/podcast
🌏 My Website - https://www.zerotoknowing.com
📝 My Blog - https://thenerdnook.substack.com
✈️ Life is a B*tch - https://lifesabitch.substack.com
👨💻 LinkedIn - / josh-wenner
💻 GitHub - https://github.com/Joshwen7947
🎬 Timestamps:
00:00 | Pandas vs Polars
2:30 | Comparison Rapid Fire
5:46 | 64,000,000 Rows
8:55 | Speed Test 1
10:20 | 3 Real World Scenarios
17:53 | Speed Test 2
19:00 | Which Should You Use?
🔹🔹🔹🔹🔹🔹🔹🔹🔹
🎙 PyPod Chronicles - https://thenerdnook.substack.com/podcast
📝 The Nerd Nook - https://thenerdnook.substack.com
🗞 LinkedIn - / josh-wenner
👨💻 GitHub - https://github.com/Joshwen7947
🔹🔹🔹🔹🔹🔹🔹🔹🔹
Tag ~ zero to knowing
#zerotoknowing #learnpython #pythonforbeginners #techeducation #python #pythontutorial #pythonprogramming #pythondeveloper #pandasvspolars #dataanalytics2024 #pythondataframe #speedcomparison #polarsbenchmarking #pandaspythontutorial pythonperformance #datascience
pandas, polars, data analytics, performance comparison, speed test, pandas vs polars, 2024 data analytics, pandas performance, polars performance, pandas speed, polars speed, Python data tools, dataframe performance, data science 2024, best data analytics tools, Python dataframe, speed and performance comparison, data science showdown, data analysis 2024, pandas vs polars 2024, Python dataframes, data processing tools, polars benchmarking, pandas benchmarking, Python analytics, data analysis tools, 2024 analytics trends, data science tools 2024, pandas speed test, polars speed test, Python dataframes comparison, best Python data tools, pandas tutorial, polars tutorial, data science efficiency, pandas vs polars speed, pandas vs polars performance, 2024 data science, data tools comparison, Python performance test, Python speed test, data analytics showdown, data analysis speed, performance test 2024, pandas dataframes, polars dataframes, Python performance comparison, data efficiency 2024, data processing speed, Python data tools 2024, best data tools, Python benchmarking, pandas vs polars analytics, data science performance, Python speed comparison, pandas vs polars speed comparison, pandas vs polars performance review, 2024 data analysis, best Python tools 2024, data science update, pandas vs polars 2024 review, data tools 2024, pandas efficiency, polars efficiency, Python data science, pandas vs polars data science, pandas vs polars speed test 2024, data analytics performance, pandas vs polars showdown, 2024 data performance, data analysis 2024 trends, pandas data analysis, polars data analysis, pandas vs polars comparison 2024, Python data performance, data science tools, pandas vs polars data analysis, data analytics tools 2024, best data tools for Python, pandas polars speed test, pandas polars performance test, 2024 data analytics comparison, pandas vs polars speed review, polars vs pandas 2024, pandas 2024, polars 2024, pandas vs polars efficiency
Информация по комментариям в разработке