???????????? My laptop and iPad for doing DS/ study ???? https://kit.co/thuvu/computer-ipad
⚙️ Tech I use for making Youtube videos ???? https://kit.co/thuvu/my-budget-youtube-gear
????Check out my other videos on Data Analyst/ Data Science ???? https://bit.ly/3qW9YpU
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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???? 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
???? Excel Courses:
Excel Skills for Business ???? https://www.coursera.org/specializations/excel
(or just Youtube tutorials, it's free :))
???? Data Visualisation:
???? Books I recommend: https://kit.co/thuvu/books-on-data-visualization
How to create effective charts and diagrams ???? https://education.microsoft.com/nb-no/course/0a60eeb6/0
Data Viz Catalog ???? https://datavizproject.com/
???? Programming Courses:
Python for Everybody Specialization ????https://www.coursera.org/specializations/python
Introduction to AI with Python (Harvard University) ???? https://www.edx.org/course/cs50s-introduction-to-artificial-intelligence-with-python
Using Python for Research (Harvard University) ???? https://www.edx.org/course/using-python-for-research
R Programming ???? https://www.coursera.org/learn/r-programming#about
(this course can be tough at times especially at the assignment parts, but it's worth the challenge. I'd recommend it to someone who's already familiar with R or other programming languages.)
????????♀️ LET'S CONNECT!
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???? SUBSCRIBE to my channel:
https://www.youtube.com/channel/UCJQJAI7IjbLcpsjWdSzYz0Q?sub_confirmation=1
✍ FOLLOW me on Medium:
https://medium.com/@vuthihienthu.ueb
(I sometimes make both video and article versions of my content, by following me on Medium you will have access to the content in writing too).
???? VISIT my Tiktok:
https://www.tiktok.com/@sassy.python
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As a member of the Amazon and Coursera Affiliate Programs, I earn a commission from qualifying purchases on some of the links above. It costs you nothing but helps me with content creation.
???? 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
