In this video, we will introduce 60 basic grammars that are essential for Pandas, as a complete introduction to Pandas. If you master the Pandas grammar introduced in this video, you will be able to compete in Kaggle and SIGNATE analysis competitions without any problems. This is a must-see video for those who want to learn data science. ????Click here to add a free LINE friend???? https://school.hayatasu.com/line/open... *Please click "Open in app" ????Add free LINE and get 10 paid-level benefits???? ✅Get started with Kaggle in 3 months from complete inexperience! Complete roadmap for learning data science ✅Achieve 0 to 1 in 3 months from a complete beginner! Complete roadmap for acquiring scraping jobs✅28 carefully selected must-have Jupyter shortcuts✅38 carefully selected must-have VSCode shortcuts✅A total of 38 recommended extensions for Jupyter and VSCode✅39 must-have Python libraries and frameworkshttps://school.hayatasu.com/line/open... *Please press "Open in app"━━━━━━━━━━━━━━━━ ????Individual consultation: List of participants' comments & impressionshttps://hayatasu.com/comments-on-indi... ????Student achievements • Python school student achievements ????Other achievementshttps://hayatasu.com/student-achievem... ━━━━━━━━━━━━━━━ ????Over 4,800 friends in total???? Hayatasu official LINE???? ━━━━━━━━━━━━━━━ ╋━━━━━━━━╋ ????First luxurious bonus???? Started Kaggle in 3 months from complete inexperience! Complete roadmap for learning data science 52 pages╋━━━━━━━━╋ ????Second luxurious bonus???? Achieved 0 to 1 in 3 months from complete beginner! Complete roadmap for acquiring scraping jobs, 71 pages ╋━━━━━━━━━╋ ????Luxurious bonus 3rd???? Jupyter essential shortcuts carefully selected 28 selections cheat sheet ╋━━━━━━━━╋ ????Luxurious bonus 4th???? VSCode essential shortcuts carefully selected 38 selections cheat sheet ╋━━━━━━━━╋ ????Luxurious bonus 5th???? Jupyter recommended extensions 18 selections ╋━━━━━━━━╋ ????Luxurious bonus 6th???? VSCode recommended extensions 20 selections ╋━━━━━━━━╋ ????Luxurious bonus 7th???? Beginners must see! 65 selections of Python libraries and frameworks ╋━━━━━━━━╋ ????Luxurious bonus 8th???? This is a must-have! 39 Selections of Python Libraries and Frameworks ╋━━━━━━━━╋ ????9th Luxury Bonus???? 229-page e-book: Complete Introduction to Python Guide ╋━━━━━━━━╋ ????10th Luxury Bonus???? 117-page e-book: Complete Introduction to Data Science Guide ╋━━━━━━━━━╋ ????Add as a friend on LINE for free here???? https://school.hayatasu.com/line/open... *Please press "Open in app" ━━━━━━━━━━━━━━━━ Plus irregularly... ????Premium Video???? Complete guide to Python x Data Science from 0 to 100 available for free! If you don't want to miss the announcement... ????Add as a friend on LINE for free???? https://school.hayatasu.com/line/open... *Please click "Open in app"━━━━━━━━━━━━━━━━ ????Table of Contents0:00:00 Introduction0:01:41 What is Pandas0:02:21 Setting up the environment0:06:04 1. Importing the library0:07:10 2. Creating data0:11:38 3. Loading data0:14:45 4. Checking data0:18:27 5. Selecting data0:25:28 6. Filtering data0:29:31 7. Type conversion0:35:34 8. Checking for missing values0:40:23 9. Aggregating data0:43:40 10. Manipulating data0:49:48 11. Shaping data0:55:06 12. Transforming Data 1:05:58 13. Checking First Values, Frequency, and Behavior 1:11:06 14. Combining Data 1:17:50 15. Aggregation and Grouping 1:24:26 16. Visualizing Data 1:29:12 17. Exporting Data 1:31:37 18. Manipulating Time Series Data ━━━━━━━━━━━━━━━━ ????Blog https://hayatasu.com/ ????Twitter / hayatasuuu ????Udemy https://hayatasu.com/my-udemy-courses/ ????Books https://amzn.to/3FeBpC1 ✅Free if you subscribe to Kindle Unlimited ⬇︎Click here for a free 30-day trial⬇︎ https://amzn.to/3rOzyve ━━━━━━━━━━━━━━━━ ????PlaylistIf you're looking to change careers to become a data scientist without any prior experience! • Data Scientist Career Change Plan ━━━━━━━━━━━━━━━━ ????Human resource introduction with no introduction fee???? We also welcome casual requests to see resumes and have casual interviews! If you are a company looking to hire, please check the details below☺️ https://hayatasu.com/agency/ ━━━━━━━━━━━━━━━ ????Job requests and inquirieshttps://hayatasu.com/contact/