Python for Machine Learning: Skills That Actually Get You Hired (Complete Roadmap!)

Python Data Fundamentals: https://datacamp.pxf.io/raee1G Python Data Associate Certification: https://datacamp.pxf.io/qzkRgq Introduction to LLMs in Python: https://datacamp.pxf.io/raevgd Python roadmap (free PDF)! https://www.gratitudedriven.com/c/python-roadmap Software Engineering for Data Scientists book: https://amzn.to/43QbpJM ---------------------------------------- ⏰ Timestamps 00:00 Why bother learning Python for ML? 01:00 Can’t AI just code for us now?! 01:55 Development environments 02:55 Python basics 04:18 Learning roadmap and beginner projects 04:54 Core libraries for Data Science and ML 05:15 Work like a pro 06:36 Advanced Python skills 08:41 Data structures and algorithms for interviews 10:19 Learning strategies 11:08 Pep talk ---------------------------------------- Want to become an AI Engineer? Download my AI Engineering Skills Checklist here: https://www.gratitudedriven.com/c/ai-engineering-checklist 💬 Want to talk 1:1? Book time to chat with me here: https://topmate.io/marina_wyss 💀 Follow my second channel for more on mindset, productivity, and meaning: https://www.youtube.com/@GratitudeDriven 🩷 Join the channel membership community for priority comment replies, early access to videos, and regular members-only livestreams! https://www.youtube.com/@MarinaWyssAI/join ☕ If you'd like to support my work, you can buy me a coffee (thank you!): https://ko-fi.com/marinawyss ---------------------------------------- 🎥 Other videos you might like: I Analyzed 1,238 Machine Learning Job Postings to Find Out What Skills You REALLY Need to Get Hired https://www.youtube.com/watch?v=0q_JKNDbEug&t=8s AI Engineering: A *Realistic* Roadmap for Beginners https://www.youtube.com/watch?v=dbUIjFXIpis&feature=youtu.be AI Engineering in 76 Minutes (Complete Course/Speedrun!) https://www.youtube.com/watch?v=JV3pL1_mn2M&t=2s ---------------------------------------- 🦫 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 ---------------------------------------- ✉️ Contact Leave me a comment here on YouTube! Business email: business@gratitudedriven.com ---------------------------------------- ⚖️ 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. Thanks so much to DataCamp for sponsoring this video! Note: There are affiliate links in this description. If you make a purchase I will make a small commission, at no cost to you. Thank you for your support. #python #pythonprogramming #machinelearning