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
π Data Science Certificate ππΌ https://imp.i384100.net/DataScienceCert
π
Data Science Bootcamp ππΌ https://bit.ly/data-scientist-bootcamp
DATA ANALYTICS
π
Google Data Analytics Certificate ππΌ https://imp.i384100.net/GoogleDataCert
β‘ IBM Data Analytics Certificate ππΌ https://imp.i384100.net/ibm-data-analyst
PYTHON
π Python for Everybody ππΌ https://imp.i384100.net/PythonSpec
β‘ Python for Data Science ππΌ https://bit.ly/python-data-science-ml
π Python for Data Visualization ππΌ https://bit.ly/python-data-viz
π
Python Pandas ππΌ https://bit.ly/python-pandas-data-analysis
SQL
β‘ SQL Basics for Data Science ππΌ https://imp.i384100.net/SQLforDS
π
SQL Bootcamp ππΌ https://bit.ly/sql-bootcamps
MACHINE LEARNING
π
Machine Learning Bootcamp ππΌ https://bit.ly/machine-learning-atoz
βοΈ Machine Learning Specialization ππΌ https://imp.i384100.net/ML
STATISTICS
βοΈ Statistics for Data Analysis ππΌ https://bit.ly/statistics-data-science
π Intro to Statistics ππΌ https://imp.i384100.net/Stats
EXCEL
π¨ Excel for Data Analysis ππΌhttps://imp.i384100.net/Excel
π¨ Excel Advanced ππΌ https://bit.ly/data-scientist-bootcamp
CODING PRACTICE
π
Practice Coding Interviews ππΌ https://stratascratch.com/?via=sundas
π ALL COURSES ππΌ https://kit.co/SundasKhalid
MY FAVORITE GEAR π₯ My YouTube Camera Gear - https://kit.co/SundasKhalid β¨οΈ My Desk Setup - https://kit.co/SundasKhalid
MY FAVORITE TOOLS π Read Books FAST on Shortform ππΌ https://www.shortform.com/sundas βοΈ Coursera Plus 7 day free trial ππΌhttps://imp.i384100.net/CourseraPlus π Practice Coding Interviews ππΌ https://www.stratascratch.com/?via=sundas
LET'S BE FRIENDS π My website - https://sundaskhalid.com πΈ Instagram - https://instagram.com/sundaskhalidd π¦ 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