AI For Data Analysis In 21 Minutes
Tina Huang
@tinahuang1About
Hi! My name is Tina and I’m an ex-Meta data scientist. This channel is about AI, coding, tech, career and self-study. My goal is always to minimize effort and maximise outcome. I basically refuse to do extra work to achieve my goals (which is why I love AI…)
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Start generating your own beautiful AI videos with LTX-2 👉 http://bit.ly/4oGIeAB 🤖 Want to get ahead in your career using AI? Join the waitlist for my AI Agent Bootcamp: https://www.lonelyoctopus.com/ai-agent-bootcamp Want to supercharge your data analysis workflow with AI? In this video, Tina breaks down how to use AI tools like Perplexity, Claude, and ChatGPT to analyze data faster, smarter, and with fewer errors — from market research to financial analysis and visual storytelling. You’ll learn: 💡 How to use Perplexity’s Deep Research for market insights and competitive analysis 📊 How to access real-time financial data with Perplexity Finance — stock tracking, peer benchmarking, and economic indicators 🧠 How to apply AI-assisted research methodology to validate your findings 📈 How to structure your workflow using the DIG Framework (Describe → Introspect → Goal-set) 📉 Plus: Tips for building dashboards, automating EDA, and avoiding AI hallucinations Whether you’re in finance, marketing, or research, this video will show you how to combine reasoning-based and programmatic AI tools to transform raw data into actionable insights. 🤝 Business Inquiries: https://tally.so/r/mRDV99 🔗 Tools & Resources Mentioned Perplexity AI Finance: https://www.perplexity.ai/finance Claude AI: https://claude.ai/login?returnTo=%2F%3F ChatGPT Advanced Data Analysis (Code Interpreter): https://chat.openai.com Building 5 AI Apps in 30 Minutes (ChatGPT + Lovable Tutorial): https://youtu.be/dLxz6zDGzUQ?si=sHRMPdDU1uq9OKoN 101 Apps You Can Vibe Code: https://youtu.be/vMyk77NNJeU?si=c73zh1x1owg4WaYO ======================== 🔗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 & What You’ll Learn 00:24 Agenda 01:05 When To Use AI (ACHIEVE) 01:35 Human Coordination 02:09 Remove Tedious Work 03:19 Safety Net Checks 04:16 Creativity Boost 05:12 Scale Great Ideas 06:24 Quiz 1 06:28 Sponsor: LTX2 07:31 The DIG Framework 07:57 Step 1: Describe 10:12 Step 2: Introspect 12:21 Step 3: Goals 13:28 Beyond Spreadsheets 15:01 Traceability & Replication 15:42 Quiz 2 15:48 Examples Overview 15:52 CSVs → Trends & Forecasts 16:47 Visuals & Dashboards 17:05 Multimedia Workflow 17:48 Zipfile Automation 18:19 Auto-Organize Files 18:46 Convert to Utilities 19:49 Quiz 3 19:59 Beyond Analysis 20:29 No-Code Apps 20:49 AI Investment Agent 21:26 Wrap-Up 21:37 Final Quiz 📲Socials ======================== instagram: https://www.instagram.com/hellotinah/ linkedin: https://www.linkedin.com/in/tinaw-h/ tiktok: https://www.tiktok.com/@hellotinahuang 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: [email protected] ======================== 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! :)
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