Data Scientist - How I Would Learn Data Science (If I Could Start Over)

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 ~~~ CERTIFICATES & COURSES ~~~ DATA SCIENTIST 📊 Data Science Certificate 👉🏼 https://imp.i384100.net/DataScienceCert 🏅 Data Science Bootcamp 👉🏼 https://bit.ly/data-scientist-bootcamp DATA ANALYTICS 🏅 Google Data Analytics Certificate 👉🏼 https://imp.i384100.net/GoogleDataCert ⚡ IBM Data Analytics Certificate 👉🏼 https://imp.i384100.net/ibm-data-analyst PYTHON 🐍 Python for Everybody 👉🏼 https://imp.i384100.net/PythonSpec ⚡ Python for Data Science 👉🏼 https://bit.ly/python-data-science-ml 📑 Python for Data Visualization 👉🏼 https://bit.ly/python-data-viz 🏅 Python Pandas 👉🏼 https://bit.ly/python-pandas-data-analysis SQL ⚡ SQL Basics for Data Science 👉🏼 https://imp.i384100.net/SQLforDS 🏅 SQL Bootcamp 👉🏼 https://bit.ly/sql-bootcamps MACHINE LEARNING 🏅 Machine Learning Bootcamp 👉🏼 https://bit.ly/machine-learning-atoz ⚙️ Machine Learning Specialization 👉🏼 https://imp.i384100.net/ML STATISTICS ⚙️ Statistics for Data Analysis 👉🏼 https://bit.ly/statistics-data-science 📑 Intro to Statistics 👉🏼 https://imp.i384100.net/Stats EXCEL 🎨 Excel for Data Analysis 👉🏼https://imp.i384100.net/Excel 🎨 Excel Advanced 👉🏼 https://bit.ly/data-scientist-bootcamp CODING PRACTICE 🏅 Practice Coding Interviews 👉🏼 https://stratascratch.com/?via=sundas 🌍 ALL COURSES 👉🏼 https://kit.co/SundasKhalid ~~~~~~~~~~~~~~~~~~~~~~~~~~~ MY FAVORITE GEAR 🎥 My YouTube Camera Gear - https://kit.co/SundasKhalid ⌨️ My Desk Setup - https://kit.co/SundasKhalid MY FAVORITE TOOLS 📚 Read Books FAST on Shortform 👉🏼 https://www.shortform.com/sundas ✍️ Coursera Plus 7 day free trial 👉🏼https://imp.i384100.net/CourseraPlus 🏅 Practice Coding Interviews 👉🏼 https://www.stratascratch.com/?via=sundas LET'S BE FRIENDS 🌍 My website - https://sundaskhalid.com 📸 Instagram - https://instagram.com/sundaskhalidd 🐦 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: [email protected]