Скачать с ютуб The Art of Learning Data Science (How to learn data science) в хорошем качестве

The Art of Learning Data Science (How to learn data science)

Here's a video on how to learn data science in 2021. Whether you want to learn data science for leisure, to become a data scientist or to make sense of data, this video is for you. I will be sharing my best tips on how you can get started in learning data science. I have researched and distilled the essential best practices of what you can do to jump start your journey of learning data science. ⭕ Timeline Introduction (0:00) The Art of Learning Data Science is comprised of 4 steps: Plan, Learn, Build and Explain. (3:33) 👉Step 1 - Plan (4:14) - Set learning goals (4:24) - Create your own personal data science curriculum (5:57) - Making a schedule (20:00) - Consistency (20:30) - Accountability (21:14) 👉Step 2 - Learn (22:09) - Learning resources (22:20) - Learn just enough to start building (25:17) - Apply Pomodoro to manage learning time (27:56) - Minimize stuck time (get stuck? move on and come back to it later) (28:23) 👉Step 3 - Building (29:29) - Work on work-related projects (29:42) - Work on weekend projects (30:09) - Use public datasets or compile your own (e.g. web scraping) (30:29) - Compete on Kaggle (30:35) 👉 Step 4 - Explain (30:47) - Explain your model to others (31:26) - Teach others (Feynman technique) (31:35) - Mentor others (31:40) - Write blog posts (31:46) - Build well documented GitHub repository (31:50) - Make YouTube videos (31:55) - Give talks at meetups, conferences and podcasts (31:57) - Draw infographics (32:16) Other YouTube videos on learning data science from my friends and fellow YouTubers 👉‪@KenJee_ds‬ - How I Would Learn Data Science (If I Had to Start Over)    • How I Would Learn Data Science (If I ...   👉‪@KenJee_ds‬ - How I Would Learn Data Science in 2021 (What Has Changed?)    • How I Would Learn Data Science in 202...   👉‪@AndrewMoMoney‬ and ‪@KenJee_ds‬ - How We Would Learn Data Science in 2021 (If We Had to Start Over) (ft. @Ken Jee​)    • How We Would Learn Data Science in 20...   👉‪@krishnaik06‬ How To Learn Data Science Smartly?    • How To Learn Data Science Smartly?   👉‪@codebasics‬ Learn data science for beginners (How to learn data science for free)?    • Learn data science for beginners (How...   👉‪@TinaHuang1‬ How to learn data science in 2021 (the minimize effort maximize outcome way)    • How to learn data science in 2022 (th...   👉‪@mrdbourke‬ - 2020 Machine Learning Roadmap (still valid for 2021)    • 2020 Machine Learning Roadmap (87% va...   -------------------- 🌟 Subscribe to this YouTube channel https://www.youtube.com/dataprofessor... ⭕ Playlist: Check out our other videos in the following playlists. ✅ Data Science 101: https://bit.ly/dataprofessor-ds101 ✅ Data Science YouTuber Podcast: https://bit.ly/datascience-youtuber-p... ✅ Data Science Virtual Internship: https://bit.ly/dataprofessor-internship ✅ Bioinformatics: http://bit.ly/dataprofessor-bioinform... ✅ Data Science Toolbox: https://bit.ly/dataprofessor-datascie... ✅ Streamlit (Web App in Python): https://bit.ly/dataprofessor-streamlit ✅ Shiny (Web App in R): https://bit.ly/dataprofessor-shiny ✅ Google Colab Tips and Tricks: https://bit.ly/dataprofessor-google-c... ✅ Pandas Tips and Tricks: https://bit.ly/dataprofessor-pandas ✅ Python Data Science Project: https://bit.ly/dataprofessor-python-ds ✅ R Data Science Project: https://bit.ly/dataprofessor-r-ds ✅ Weka (No Code Machine Learning): http://bit.ly/dp-weka #artoflearningdatascience #learndatascience #66daysofdata #datascience #machinelearning #python #bigdata #datamining #bigdata #datascienceworkshop #datasciencetutorial #ai #artificialintelligence #tutorial #dataanalytics #dataanalysis #dataprofessor #ai #datascientist