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YouTube

Data Analysis With AI in 21 Minutes

Tina Huang via YouTube

Overview

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Learn to supercharge your data analysis workflow using AI tools like Perplexity, Claude, and ChatGPT to analyze data faster, smarter, and with fewer errors across market research, financial analysis, and visual storytelling. Master the ACHIEVE framework to identify when AI can enhance human coordination, remove tedious work, provide safety net checks, boost creativity, and scale great ideas. Discover how to structure your workflow using the DIG Framework (Describe → Introspect → Goal-set) for systematic data analysis approaches. Explore Perplexity's Deep Research capabilities for market insights and competitive analysis, plus access real-time financial data through Perplexity Finance for stock tracking, peer benchmarking, and economic indicators. Apply AI-assisted research methodology to validate findings and avoid hallucinations while maintaining traceability and replication standards. Practice transforming CSVs into trends and forecasts, building interactive dashboards, creating multimedia workflows, and automating file organization tasks. Advance beyond basic analysis by converting data utilities and building no-code applications, including AI investment agents for automated decision-making. Gain practical techniques for combining reasoning-based and programmatic AI tools to transform raw data into actionable insights, whether working in finance, marketing, or research roles.

Syllabus

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

Taught by

Tina Huang

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