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Channel: @SundasKhalid
Hi friends, in today's video I am sharing my framework on how I would learn data science in 2022 if I had to start all over again. The video is inspired by @KenJee_ds who recently did a video on this topics and I wanted to share my take from experience.
Videos mentioned: Python vs R | Which is Better for Data Scientist? https://www.youtube.com/watch?v=Z8JZEzG_nMI How I Would Learn Data Science in 2022: https://youtu.be/65yXoFc5stI My Self-Taught Data Science Journey: https://youtu.be/34r9OwjysDM
DATA SCIENTIST
๐ Data Science Certificate ๐๐ผ https://imp.i384100.net/DataScienceCert
๐
Data Science Bootcamp ๐๐ผ https://bit.ly/data-scientist-bootcamp
DATA ANALYTICS
๐
Google Data Analytics Certificate ๐๐ผ https://imp.i384100.net/GoogleDataCert
โก IBM Data Analytics Certificate ๐๐ผ https://imp.i384100.net/ibm-data-analyst
PYTHON
๐ Python for Everybody ๐๐ผ https://imp.i384100.net/PythonSpec
โก Python for Data Science ๐๐ผ https://bit.ly/python-data-science-ml
๐ Python for Data Visualization ๐๐ผ https://bit.ly/python-data-viz
๐
Python Pandas ๐๐ผ https://bit.ly/python-pandas-data-analysis
SQL
โก SQL Basics for Data Science ๐๐ผ https://imp.i384100.net/SQLforDS
๐
SQL Bootcamp ๐๐ผ https://bit.ly/sql-bootcamps
MACHINE LEARNING
๐
Machine Learning Bootcamp ๐๐ผ https://bit.ly/machine-learning-atoz
โ๏ธ Machine Learning Specialization ๐๐ผ https://imp.i384100.net/ML
STATISTICS
โ๏ธ Statistics for Data Analysis ๐๐ผ https://bit.ly/statistics-data-science
๐ Intro to Statistics ๐๐ผ https://imp.i384100.net/Stats
EXCEL
๐จ Excel for Data Analysis ๐๐ผhttps://imp.i384100.net/Excel
๐จ Excel Advanced ๐๐ผ https://bit.ly/data-scientist-bootcamp
CODING PRACTICE
๐
Practice Coding Interviews ๐๐ผ https://stratascratch.com/?via=sundas
๐ ALL COURSES ๐๐ผ https://kit.co/SundasKhalid
MY FAVORITE GEAR ๐ฅ My YouTube Camera Gear - https://kit.co/SundasKhalid โจ๏ธ My Desk Setup - https://kit.co/SundasKhalid
MY FAVORITE TOOLS ๐ Read Books FAST on Shortform ๐๐ผ https://www.shortform.com/sundas โ๏ธ Coursera Plus 7 day free trial ๐๐ผhttps://imp.i384100.net/CourseraPlus ๐ Practice Coding Interviews ๐๐ผ https://www.stratascratch.com/?via=sundas
LET'S BE FRIENDS ๐ My website - https://sundaskhalid.com ๐ธ Instagram - https://instagram.com/sundaskhalidd ๐ฆ Twitter - https://twitter.com/sundaskhalid6
SUBSCRIBE FOR MORE VIDEOS https://www.youtube.com/sundaskhalid?sub_confirmation=1
0:00 Intro 0:51 Study the Job Family 2:30 Research the Role 3:46 Learn Stats & ML Theoretical 5:26 Learn to Code 7:14 Build Project Portfolio 9:26 Prepare for Interview
BINGE THESE PLAYLISTS NEXT Starting in Data Science: https://youtube.com/playlist?list=PLNvMRDyXHRnfRw-wJa4BSUdZjtnBEXkGH Learn SQL: https://www.youtube.com/playlist?list=PLNvMRDyXHRne8qEj3Uipdt4eqkmN1z7bG The Tech Lounge: https://www.youtube.com/playlist?list=PLNvMRDyXHRneiXWLSPJX2ZhMp09bpSJkV
ABOUT ME I'm Sundas. I'm a self-taught data scientist from a non-tech background, currently at a FAANG company. I have been in the industry for over 8 years spread across two big tech companies. On this channel, I share tips for people interested in entering data science with the goal to democratize knowledge and make complicated topics digestible for everyone. All opinions are mine!
PS. Some of the links included are affiliate links and help me keep this channel going. Thanks for the support.
Business inquiries: info.careerpy@gmail.com