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⏰ Timestamps
00:00 What should you build for your data science/machine learning portfolio?
00:40 How to pick a topic for data science/machine learning projects
01:41 How to find data for data science/machine learning projects
02:48 Building an end-to-end solution
04:18 GiveInternet.org
05:00 What tools should you use?
05:33 How can you share your portfolio work?
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🎥 Other videos you might like:
How to Get A Job in Data Science/Machine Learning With NO Previous Experience
https://www.youtube.com/watch?v=oG-IIUoPzBA&t=2s
Beginner to (Employed) Data Scientist in 2025: Complete Roadmap - Skills, Projects, CV, Interviews
https://www.youtube.com/watch?v=uakGF0DP-mk&t=16s
Actually, Being a Data Scientist is Awesome (Motivation!)
https://www.youtube.com/watch?v=qEpmS_9tA9A&t=20s
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🦫 About me
I am an Applied Scientist (basically, a blend of Data Scientist/Machine Learning Engineer) at Twitch/Amazon. Outside of my full-time job I'm a technical mentor at a machine learning bootcamp, and a 1:1 career coach for people looking to break into the field, with a focus on those from non-traditional backgrounds.
I’m also a Certified Personal Trainer, always busy with too many interests, and really, deeply happy with my life. I hope to be able to help others achieve these things, too.
Instagram: / gratitudedriven
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✉️ Contact
Leave me a comment here on YouTube!
Business email: marina@gratitudedriven.com
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⚖️ Disclaimer
The views and opinions expressed in this video are my own and do not reflect the official policy or position of Twitch/Amazon or any other company I have worked for. All advice and insights shared here are based on my personal experiences and should be considered as such.
#datascience #machinelearning #ml