How to get a job in data science (with no work experience)
** note: the links below are affiliate links, meaning I receive a small referral commission
FIND A SUPER COOL DATA SCIENCE MENTOR
https://www.sharpestminds.com/?r=damsel
MY RECOMMENDED DATA SCIENCE COURSERA COURSES
Professional Data Science Certificate (IBM): https://coursera.pxf.io/QOvm49
Python for Everybody (University of Michigan): https://coursera.pxf.io/kj1BZv
Machine Learning (Stanford): https://coursera.pxf.io/e45Vg6
Statistics with Python (University of Michigan): https://coursera.pxf.io/Gj4zG6
And finally, for data people who didn’t major in computer science and are tired of getting made fun of by software engineers:
Data Structures and Algorithms (UC San Diego) - https://coursera.pxf.io/rnq6Ld
OTHER LINKS
GREAT RESOURCES NOT MENTIONED IN VIDEO
Google Data Studio - Free tool for building data visualization dashboards - https://datastudio.google.com/
RESOURCES MENTIONED IN THE VIDEO (with video mention time reference)
2:55 - Online courses
BLOG POST - Breakdown of Data Science Intro Courses - https://www.freecodecamp.org/news/i-ranked-all-the-best-data-science-intro-courses-based-on-thousands-of-data-points-db5dc7e3eb8e/
Forbes Article - 9 Best Data Science Courses for 2020 (Free) - https://www.forbes.com/sites/bernardmarr/2020/02/24/the-9-best-free-online-data-science-courses-in-2020/#2b380ddc2bbf
Google Machine Learning Crash Course - https://developers.google.com/machine-learning/crash-course/
3:03 - Other Online Content
Open Source Data Science Masters - http://datasciencemasters.org/
Approaching (Almost) Any Machine Learning Problem - https://www.linkedin.com/pulse/approaching-almost-any-machine-learning-problem-abhishek-thakur/
Ken Jee Youtube Channel - https://www.youtube.com/channel/UCiT9RITQ9PW6BhXK0y2jaeg
Build Your Portfolio With These Data for Good Project Ideas - https://towardsdatascience.com/build-your-portfolio-with-these-data-for-good-project-ideas-919254357a66
CS 229 - Machine Learning Tips and Tricks Cheatsheet - https://stanford.edu/~shervine/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks
Machine Learning: An In-Depth Guide - Overview, Goals, Learning Types, and Algorithms - https://www.innoarchitech.com/blog/machine-learning-an-in-depth-non-technical-guide
3:40 - Python For Beginners - https://www.python.org/about/gettingstarted/
3:48 - What is SQL? A Beginner's Guide to the SQL Programming Language - https://learntocodewith.me/posts/sql-guide/
4:20 - Kaggle - https://www.kaggle.com/
5:27 - How to Make a Good Technical Resume - https://youtu.be/NlDYJ_eSVx0
6:45 - Git and Github for beginners - https://product.hubspot.com/blog/git-and-github-tutorial-for-beginners
6:59 - Jupyter Notebook - https://jupyter.org/
7:05 - Flask (Python Web Microframework) - https://codeburst.io/flask-for-dummies-a-beginners-guide-to-flask-part-uno-53aec6afc5b1
7:23 - Github.io / Github Pages - https://pages.github.com/
8:25 - Linkedin - https://www.linkedin.com/
9:00 - AngelList - https://angel.co/
9:56 - Meetup - https://www.meetup.com/
#datascience #machinelearning #techcareer
Видео How to get a job in data science (with no work experience) канала Damsel in Data
FIND A SUPER COOL DATA SCIENCE MENTOR
https://www.sharpestminds.com/?r=damsel
MY RECOMMENDED DATA SCIENCE COURSERA COURSES
Professional Data Science Certificate (IBM): https://coursera.pxf.io/QOvm49
Python for Everybody (University of Michigan): https://coursera.pxf.io/kj1BZv
Machine Learning (Stanford): https://coursera.pxf.io/e45Vg6
Statistics with Python (University of Michigan): https://coursera.pxf.io/Gj4zG6
And finally, for data people who didn’t major in computer science and are tired of getting made fun of by software engineers:
Data Structures and Algorithms (UC San Diego) - https://coursera.pxf.io/rnq6Ld
OTHER LINKS
GREAT RESOURCES NOT MENTIONED IN VIDEO
Google Data Studio - Free tool for building data visualization dashboards - https://datastudio.google.com/
RESOURCES MENTIONED IN THE VIDEO (with video mention time reference)
2:55 - Online courses
BLOG POST - Breakdown of Data Science Intro Courses - https://www.freecodecamp.org/news/i-ranked-all-the-best-data-science-intro-courses-based-on-thousands-of-data-points-db5dc7e3eb8e/
Forbes Article - 9 Best Data Science Courses for 2020 (Free) - https://www.forbes.com/sites/bernardmarr/2020/02/24/the-9-best-free-online-data-science-courses-in-2020/#2b380ddc2bbf
Google Machine Learning Crash Course - https://developers.google.com/machine-learning/crash-course/
3:03 - Other Online Content
Open Source Data Science Masters - http://datasciencemasters.org/
Approaching (Almost) Any Machine Learning Problem - https://www.linkedin.com/pulse/approaching-almost-any-machine-learning-problem-abhishek-thakur/
Ken Jee Youtube Channel - https://www.youtube.com/channel/UCiT9RITQ9PW6BhXK0y2jaeg
Build Your Portfolio With These Data for Good Project Ideas - https://towardsdatascience.com/build-your-portfolio-with-these-data-for-good-project-ideas-919254357a66
CS 229 - Machine Learning Tips and Tricks Cheatsheet - https://stanford.edu/~shervine/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks
Machine Learning: An In-Depth Guide - Overview, Goals, Learning Types, and Algorithms - https://www.innoarchitech.com/blog/machine-learning-an-in-depth-non-technical-guide
3:40 - Python For Beginners - https://www.python.org/about/gettingstarted/
3:48 - What is SQL? A Beginner's Guide to the SQL Programming Language - https://learntocodewith.me/posts/sql-guide/
4:20 - Kaggle - https://www.kaggle.com/
5:27 - How to Make a Good Technical Resume - https://youtu.be/NlDYJ_eSVx0
6:45 - Git and Github for beginners - https://product.hubspot.com/blog/git-and-github-tutorial-for-beginners
6:59 - Jupyter Notebook - https://jupyter.org/
7:05 - Flask (Python Web Microframework) - https://codeburst.io/flask-for-dummies-a-beginners-guide-to-flask-part-uno-53aec6afc5b1
7:23 - Github.io / Github Pages - https://pages.github.com/
8:25 - Linkedin - https://www.linkedin.com/
9:00 - AngelList - https://angel.co/
9:56 - Meetup - https://www.meetup.com/
#datascience #machinelearning #techcareer
Видео How to get a job in data science (with no work experience) канала Damsel in Data
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