How to learn math for data science (the minimize effort maximize outcome way) | Tina Huang

How to learn math for data science (the minimize effort maximize outcome way) | Tina Huang

How to learn math for data science (the minimize effort maximize outcome way) In this video, I cover how to learn math for data science - the minimize effort and maximize outcome way! You also get a look at my transcript c: ______________________________________________________________ Links mentioned in video: Linear Regression Statquest with Josh Starmer: https://www.youtube.com/watch?v=PaFPbb66DxQ&list=PLblh5JKOoLUIzaEkCLIUxQFjPIlapw8nU ______________________________________________________________________ You might also be interested in these videos How to learn learn data science in 2021: https://www.youtube.com/watch?v=Axu4tJl8gbM Day in the life of a FAANG data Scientist: https://www.youtube.com/watch?v=lCi6fWuI8r4 How to choose between software engineering and data science: https://www.youtube.com/watch?v=JUkSeqe1eYQ ______________________________________________________________________ Subscribe: https://www.youtube.com/channel/UC2UXDak6o7rBm23k3Vv5dww/?sub_confirmation=1 ______________________________________________________________________ Real SQL interview question walkthrough series: https://www.youtube.com/watch?v=Td-cmLfQ7uU&list=PLVD3APpfd1tuXrXBWAntLx4tNaONro5dA Check out StrataScratch for SQL interview prep: https://stratascratch.com/?via=tina ______________________________________________________________________ Contact youtube: youtube comments are by far the best way to get a response from me! linkedin: https://www.linkedin.com/in/tinaw-h/ (second preferred but I might suck at responding) email: hellotinah@gmail.com *If you're reaching out through linkedin or email, please leave a youtube comment just letting me know that you reached out :) ______________________________________________________________________ *The StrataScratch affiliate program give me a small portion of the sales price at no cost to you. I'm currently not monetized and really appreciate your support in helping improve this channel! :) #DataScience #MathforDataScience #TinaHuang Follow this podcast to get Tina Huang’s insights in audio format, perfect for learning on the go. Tina Huang on YouTube: https://www.youtube.com/@TinaHuang1 Disclaimer: This podcast is an independent audio adaptation of content originally created by Tina Huang. It was made by a viewer who values her insights and aims to make them more accessible for audio-first learners. This is not an official production of Tina Huang, and it is not affiliated with or endorsed by her. All rights to the original video content remain with Tina Huang. -------------- Keywords: ai development, open source ai, ai agents, vibe coding, llm comparison, gemini ai, ai apps Learn more about your ad choices. Visit megaphone.fm/adchoices [https://megaphone.fm/adchoices]

🐙 Lunch & Learn: How to use AI to Solve Tiny Annoying Things | Tina Huang

🐙 Lunch & Learn: How to use AI to Solve Tiny Annoying Things 🤖 Sign up here to get accompanying workbooks, summaries, and notifs for future lunch & learns: https://www.lonelyoctopus.com/email-signup ✉️ NEWSLETTER: https://tinahuang.substack.com/ It's about learning, coding, and generally how to get your sh*t together c: 🐙 Lonely Octopus: https://www.lonelyoctopus.com/ Check it out if you're interested in learning AI & data skill, then applying them to real freelance projects! 🔗Affiliates ======================== My SQL for data science interviews course (10 full interviews): https://365datascience.com/learn-sql-for-data-science-interviews/ https://365datascience.pxf.io/WD0za3 (link for 57% discount for their complete data science training) Check out StrataScratch for data science interview prep: https://stratascratch.com/?via=tina 🎥 My filming setup ======================== 📷 camera: https://amzn.to/3LHbi7N 🎤 mic: https://amzn.to/3LqoFJb 🔭 tripod: https://amzn.to/3DkjGHe 💡 lights: https://amzn.to/3LmOhqk 📲Socials ======================== instagram: https://www.instagram.com/hellotinah/ linkedin: https://www.linkedin.com/in/tinaw-h/ discord: https://discord.gg/5mMAtprshX 🤯Study with Tina ======================== Study with Tina channel: https://www.youtube.com/channel/UCI8JpGrDmtggrryhml8kFGw How to make a studying scoreboard: https://www.youtube.com/watch?v=KAVw910mIrI Scoreboard website: scoreboardswithtina.com livestreaming google calendar: https://bit.ly/3wvPzHB 🎥Other videos you might be interested in ======================== How I consistently study with a full time job: https://www.youtube.com/watch?v=INymz5VwLmk How I would learn to code (if I could start over): https://www.youtube.com/watch?v=MHPGeQD8TvI&t=84s 🐈‍⬛🐈‍⬛About me ======================== Hi, my name is Tina and I'm an ex-Meta data scientist turned internet person! 📧Contact ======================== youtube: youtube comments are by far the best way to get a response from me! linkedin: https://www.linkedin.com/in/tinaw-h/ email for business inquiries only: hellotinah@gmail.com ======================== Some links are affiliate links and I may receive a small portion of sales price at no cost to you. I really appreciate your support in helping improve this channel! :) Follow this podcast to get Tina Huang’s insights in audio format, perfect for learning on the go. Tina Huang on YouTube: https://www.youtube.com/@TinaHuang1 Disclaimer: This podcast is an independent audio adaptation of content originally created by Tina Huang. It was made by a viewer who values her insights and aims to make them more accessible for audio-first learners. This is not an official production of Tina Huang, and it is not affiliated with or endorsed by her. All rights to the original video content remain with Tina Huang. If you represent Tina and would like to discuss this project, please don’t hesitate to get in touch. ------- ----------- Keywords: open source ai, coding tips, ai podcast, tina huang, tech insights, ai apps Learn more about your ad choices. Visit megaphone.fm/adchoices [https://megaphone.fm/adchoices]

Interview with a quant trader | Tina Huang

Interview with a quant trader This is an extremely lucrative but pretty mysterious job that I know many people are interested in learning more about. In this video, I interview Worthan Kwan, a quant trader at a hedge fund to learn about his day to day, how much money people are really making, what the requirements are to become a quant trader, and much more! I also made a post a few weeks back crowdsourcing questions and I'm pretty proud to say that we got through almost all of them in this video :D ______________________________________________________________________ Resources mentioned in video: https://arithmetic.zetamac.com/ ______________________________________________________________________ You might also be interested in these videos: The Resume that got me my FAANG job (entry level data scientist): https://www.youtube.com/watch?v=vx-x-yXXE9I Day in the life of a FAANG Data Scientist: https://www.youtube.com/watch?v=lCi6fWuI8r4 How I learned SQL from Scratch in 11 Days to Pass my FANG SQL Interview: https://www.youtube.com/watch?v=vaD3ZFFNwhM ______________________________________________________________________ Timestamps: 00:00 Intro 00:40 His background 02:54 Why quant trading? 04:00 Why he did a masters in computer science 05:18 Day in the life of quant trader 09:23 Salary expectations + career growth 15:28 Words of warning 16:38 Why quant trading + how to get interview 19:22 Non traditional background? 22:14 Trading related projects 23:10 Interview tips 25:24 What math do you need 30:12 Quant trader vs research vs engineer 34:05 How stressful is the job 39:26 Lightning round 41:00 What he would have studied in undergrad 42:09 Advice for breaking into the field ______________________________________________________________________ Subscribe: https://www.youtube.com/channel/UC2UXDak6o7rBm23k3Vv5dww/?sub_confirmation=1 ______________________________________________________________________ Check out StrataScratch for SQL interview prep: https://stratascratch.com/?via=tina ______________________________________________________________________ Contact: youtube: youtube comments are by far the best way to get a response from me! I answer every single comment! linkedin: https://www.linkedin.com/in/tinaw-h/ (second preferred) email: hellotinah@gmail.com *If you're reaching out through linkedin or email, I can get back to you the fastest if you leave a youtube comment just letting me know that you reached out :) ______________________________________________________________________ *The StrataScratch affiliate program give me a small portion of the sales price at no cost to you. I'm currently not monetized and really appreciate your support in helping improve this channel! :) #QuantTrader #HedgeFund #QuantTraderInterview Follow this podcast to get Tina Huang’s insights in audio format, perfect for learning on the go. Tina Huang on YouTube: https://www.youtube.com/@TinaHuang1 Disclaimer: This podcast is an independent audio adaptation of content originally created by Tina Huang. It was made by a viewer who values her insights and aims to make them more accessible for audio-first learners. This is not an official production of Tina Huang, and it is not affiliated with or endorsed by her. All rights to the original video content remain with Tina Huang. --------- Keywords: data science, ai tools, gpt models, coding tips, ai safety, tina huang Learn more about your ad choices. Visit megaphone.fm/adchoices [https://megaphone.fm/adchoices]

Claude 4 Models & Claude Code Fundamentals In 24 Minutes | Tina Huang

Claude 4 Models & Claude Code Fundamentals In 24 Minutes Try out the new model capabilities through Claude.ai & Claude Code on the Pro or Max plan: http://clau.de/tinahuang #claudepartner @anthropic-ai 🤖 Sign up for my upcoming 4-week AI Agents Bootcamp! https://www.lonelyoctopus.com/ai-agent-bootcamp 🤖 Want to get ahead in your career using AI? Join my FREE workshop: https://www.lonelyoctopus.com/workshop ✉️ NEWSLETTER: https://tinahuang.substack.com/ It's about learning, coding, and generally how to get your sh*t together c: 🐙 Lonely Octopus: https://www.lonelyoctopus.com/ Check it out if you're interested in learning AI & data skills and how to apply them to real freelance projects! 🤝 Business Inquiries: https://tally.so/r/mRDV99 🖱️Links mentioned in video ======================== 🔗Affiliates ======================== My SQL for data science interviews course (10 full interviews): https://365datascience.com/learn-sql-for-data-science-interviews/ 365 Data Science: https://365datascience.pxf.io/WD0za3 (link for 57% discount for their complete data science training) Check out StrataScratch for data science interview prep: https://stratascratch.com/?via=tina 🎥 My filming setup ======================== 📷 camera: https://amzn.to/3LHbi7N 🎤 mic: https://amzn.to/3LqoFJb 🔭 tripod: https://amzn.to/3DkjGHe 💡 lights: https://amzn.to/3LmOhqk ⏰Timestamps ======================== 00:00 intro 📲Socials ======================== instagram: https://www.instagram.com/hellotinah/ linkedin: https://www.linkedin.com/in/tinaw-h/ discord: https://discord.gg/5mMAtprshX 🎥Other videos you might be interested in ======================== How I consistently study with a full time job: https://www.youtube.com/watch?v=INymz5VwLmk How I would learn to code (if I could start over): https://www.youtube.com/watch?v=MHPGeQD8TvI&t=84s 🐈‍⬛🐈‍⬛About me ======================== Hi, my name is Tina and I'm an ex-Meta data scientist turned internet person! 📧Contact ======================== youtube: youtube comments are by far the best way to get a response from me! linkedin: https://www.linkedin.com/in/tinaw-h/ email for business inquiries only: hellotinah@gmail.com ======================== Some links are affiliate links and I may receive a small portion of sales price at no cost to you. I really appreciate your support in helping improve this channel! :) Tina is a former data scientist at Meta. Her channel focuses on AI, coding, tech, career development, and self-study. Always striving to minimize effort while maximizing outcomes. In fact, she firmly avoids doing extra work to reach her goals - one of the many reasons she loves AI. Follow this podcast to get Tina Huang’s insights in audio format, perfect for learning on the go. Tina Huang on YouTube: https://www.youtube.com/@TinaHuang1 Disclaimer: This podcast is an independent audio adaptation of content originally created by Tina Huang. It was made by a viewer who values her insights and aims to make them more accessible for audio-first learners. This is not an official production of Tina Huang, and it is not affiliated with or endorsed by her. All rights to the original video content remain with Tina Huang. If you represent Tina and would like to discuss this project, please don’t hesitate to get in touch. - -------------- -------------- Keywords: ai development, ai tools, machine learning, programming Learn more about your ad choices. Visit megaphone.fm/adchoices [https://megaphone.fm/adchoices]

What's the best certificate for data analysts? Google vs IBM Data Analyst Certificate | Tina Huang

What's the best certificate for data analysts? Google vs IBM Data Analyst Certificate In this video I do an in depth comparison between the Google vs IBM data analyst certificate. I do an overview of both certificates and then go through the similarities, differences, my recommendation, and finally how to choose what's best for you. Luke's video: https://www.youtube.com/watch?v=fmLPS6FBbac 📜Google Data Analytics Certificate: https://coursera.pxf.io/5bD1vL 📜IBM Data Analytics Certificate: https://coursera.pxf.io/15MZvd 🔗Affiliates ======================== My SQL for data science interviews course (10 full interviews): https://365datascience.com/learn-sql-for-data-science-interviews/ 365 Data Science: https://365datascience.pxf.io/WD0za3 (link for 57% discount for their complete data science training) Check out StrataScratch for data science interview prep: https://stratascratch.com/?via=tina 🎥 My filming setup ======================== 📷 camera: https://amzn.to/3LHbi7N 🎤 mic: https://amzn.to/3LqoFJb 🔭 tripod: https://amzn.to/3DkjGHe 💡 lights: https://amzn.to/3LmOhqk Timestamps ======================== 00:00 Intro 00:53 Google data analytics certificate overview 02:21 IBM data analyst certificate overview 03:02 Similarities 03:50 Differences - Career development 03:40 Differences - Tech stack 06:38 Differences - Teaching style 08:27 Differences - Language 08:42 Differences - Projects esp. Capstone project 10:19 My recommendation & why 12:42 Why choose google 13:03 Why choose IBM 📲Socials ======================== instagram: https://www.instagram.com/hellotinah/ linkedin: https://www.linkedin.com/in/tinaw-h/ discord: https://discord.gg/5mMAtprshX 🤯Study with Tina ======================== Study with Tina channel: https://www.youtube.com/channel/UCI8JpGrDmtggrryhml8kFGw How to make a studying scoreboard: https://www.youtube.com/watch?v=KAVw910mIrI Scoreboard website: scoreboardswithtina.com livestreaming google calendar: https://bit.ly/3wvPzHB 🎥Other videos you might be interested in ======================== How I consistently study with a full time job: https://www.youtube.com/watch?v=INymz5VwLmk How I would learn to code (if I could start over): https://www.youtube.com/watch?v=MHPGeQD8TvI&t=84s 🐈‍⬛🐈‍⬛About me ======================== Hi, my name is Tina and I'm a data scientist at a FAANG company. I was pre-med studying pharmacology at the University of Toronto until I finally accepted that I would make a terrible doctor. I didn't know what to do with myself so I worked for a year as a research assistant for a bioinformatics lab where I learned how to code and became interested in data science. I then did a masters in computer science (MCIT) at the University of Pennsylvania before ending up at my current job in tech :) 📧Contact ======================== youtube: youtube comments are by far the best way to get a response from me! linkedin: https://www.linkedin.com/in/tinaw-h/ email for business inquiries only: hellotinah@gmail.com ======================== Some links are affiliate links and I may receive a small portion of sales price at no cost to you. I really appreciate your support in helping improve this channel! :) #datascience #dataanalyst #certificate #TinaHuang Follow this podcast to get Tina Huang’s insights in audio format, perfect for learning on the go. Tina Huang on YouTube: https://www.youtube.com/@TinaHuang1 Disclaimer: This podcast is an independent audio adaptation of content originally created by Tina Huang. ---------- Keywords: ai development, open source ai, gemini ai, coding tutorials, tech insights, tech productivity, ai safety, chatbots Learn more about your ad choices. Visit megaphone.fm/adchoices [https://megaphone.fm/adchoices]