What Data Science Courses DON'T TEACH YOU 🤫

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What's up, everyone! In today's video, I'll talk about some of the skills that online data science/ data analytics courses often don't teach you. After a few years of being in the field, I feel like there are a lot of useful skills and techniques that are often covered so briefly or completely overlooked by the recently introduced online certificates. With this video, I hope to introduce you to some of the blind spots and missing pieces that could be helpful to you in your journey of becoming a data analyst or entry-level data scientist. Hope you enjoyed this video and thank you for watching! 👋

⚡️Useful resources mentioned in the video:
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📚 An Introduction to Statistical Learning (free book & a must read) 👉 https://www.statlearning.com/
📚 Modern Statistics with R (free book) 👉 http://www.modernstatisticswithr.com/_main.pdf
📚 Python for Data Analysis (free book) 👉 https://www.programmer-books.com/wp-content/uploads/2019/04/Python-for-Data-Analysis-2nd-Edition.pdf
📚 Statistics and Machine Learning in Python (free book) 👉 http://www.ru.ac.bd/stat/wp-content/uploads/sites/25/2019/03/207_05_Duchesnay_Statistics_Machine_Learning_Python_2019.pdf

📊 Flowingdata (data viz blog by Nathan Yau) 👉 https://flowingdata.com/
📊 Datavizcatalogue 👉 https://datavizcatalogue.com/blog/
📊 Discovering Tableau Public 👉 https://public.tableau.com/app/discover

🤓 Luke's video on How to use Git 👉 https://www.youtube.com/watch?v=aw14VK9sN2s&t=345s

👩🏻‍💻 COURSES & RESOURCES
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📖 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

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🔑 TIMESTAMPS
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0:00 - Intro
0:30 - Bad coding practices you accidentally learned
2:44 - Data visualization design
3:42 - Missing out on cool analysis techniques
6:55 - Collaboration tools
7:41 - Code performance
8:51 - How to fill the gaps
12:22 - Thoughts & Conclusions

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