Скачать с ютуб Youtube API for Python: How to Create a Unique Data Portfolio Project в хорошем качестве

Youtube API for Python: How to Create a Unique Data Portfolio Project

🔥 Receive top data science/ AI insights in your inbox 👉 https://thu-vu.ck.page/49c5ee08f6 What's up, everyone! Data APIs are a great source of data for data science. In this video, I'm walking you step by step through the process of retrieving video data and channel data using Youtube Data API. All source code is provided in the accompanied Git repo below. Let me know if you found this video helpful :). Thank you for watching! :) ⚡️Link to Git repo for this portfolio project: ================================ My Github: https://github.com/thu-vu92/youtube-a... (💬 I forgot to mention in the video: PLEASE remove your API key in your code before pushing the project to Github, to avoid people using your API key without your consent. Also, please don't use my API key 😉 😂). 👩🏻‍💻 COURSES & RESOURCES ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 📖 Google Advanced Data Analytics Certificate 👉 https://imp.i384100.net/anK9zZ 📖 Google Data Analytics Certificate 👉 https://imp.i384100.net/15v9y6 📖 Learn SQL Basics for Data Science Specialization 👉 https://imp.i384100.net/AovPnJ 📖 Excel Skills for Business 👉 https://coursera.pxf.io/doPaoy 📖 Machine Learning Specialization 👉 https://imp.i384100.net/RyjykN 📖 Data Visualization with Tableau Specialization 👉https://imp.i384100.net/n15XWR 📖 Deep Learning Specialization 👉 https://imp.i384100.net/zavBA0 📖 Mathematics for Machine Learning and Data Science Specialization 👉 https://imp.i384100.net/LXK0gj 📖 Applied Data Science with Python 👉 https://imp.i384100.net/gbxOqv 🙋🏻‍♀️ LET'S CONNECT! ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 🤓 Join my Discord server:   / discord   📩 Newsletter: https://thu-vu.ck.page/profile ✍ Medium:   / vuthihienthu.ueb   As a member of the Amazon and Coursera Affiliate Programs, I earn a commission from qualifying purchases on the links above. By using the links you help support this channel at no cost for you. 🔑 TIMESTAMPS ================================ 0:00 - Intro 0:22 - Initialize project 1:16 - Obtain API key and 4:45 - Get channel statistics 9:10 - Get video IDs 11:36 - Get video statistics 13:15 - Bonus - Get comments on videos 13:36 - Data preprocessing 16:38 - Exploratory data analysis 20:12 - Final touch & cleaning up 20:53 - Push project to Github 22:03 - Outro #ThuVu #Datanerd #DataAnalysis #CoffeeData #DataScience #dataanalytics