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Python Pulse - Simplifying Data Analysis - Live from PyData NYC 2023

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3.2K views Streamed 1 year ago #python #opensource #openai
Dawn Wages, Python Community Advocate, is joined by Cloud Advocate, Nitya Narasimhan, to talk about Data Analysis with GitHub Codespaces, Jupyter Notebooks and OpenAI live from the Microsoft Time Square office, host of PyData NYC 2023. Chapters: 00:00 Countdown begins 01:33 Welcome to the Python Pulse with Dawn and Nitya 02:00 PyData NYC 2023 highlights https://pydata.org/ 04:11 Announcements 09:15 Simplifying Data Analysis with GitHub Codspaces, Jupyter Notebooks and OpenAI https://aka.ms/pydata-workshop-2023 15:17 Demo 37:19 Intro to Microsoft LIDA https://aka.ms/lida/org https://aka.ms/lida/github 39:53 Codespaces Secrets -  …...more
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Countdown begins

0:00

Welcome to the Python Pulse with Dawn and Nitya

1:33

PyData NYC 2023 highlights

2:00

Announcements

4:11

Simplifying Data Analysis with GitHub Codspaces, Jupyter Notebooks and OpenAI

9:15

Demo

15:17

Intro to Microsoft LIDA

37:19

Codespaces Secrets - Open AI API Key

39:53

Data Summarization with LIDA (foundation)

42:12

Goal Generation with LIDA (build intuition)

42:55

Goal Generation with LIDA (add persona)

43:41

Data Visualization Generation with LIDA

44:35

Data Visualization Generation (user query)

46:01

Data Visualization Explanation with LIDA

46:50

Visualization Recommendation (for a goal)

48:28

Try Activate Data Wrangler (Preview)

49:20

Generative AI Course - From Principles to Prototypes

52:19

Learn more and contribute

54:12

Profiles Demo

56:32

Wrap up

1:00:12
Python Pulse - Simplifying Data Analysis - Live from PyData NYC 2023
Dawn Wages, Python Community Advocate, is joined by Cloud Advocate, Nitya Narasimhan, to talk about Data Analysis with GitHub Codespaces, Jupyter Notebooks and OpenAI live from the Microsoft Time Square office, host of PyData NYC 2023. Chapters: 00:00 Countdown begins 01:33 Welcome to the Python Pulse with Dawn and Nitya 02:00 PyData NYC 2023 highlights https://pydata.org/ 04:11 Announcements 09:15 Simplifying Data Analysis with GitHub Codspaces, Jupyter Notebooks and OpenAI https://aka.ms/pydata-workshop-2023 15:17 Demo 37:19 Intro to Microsoft LIDA https://aka.ms/lida/org https://aka.ms/lida/github 39:53 Codespaces Secrets - Open AI API Key 42:12 Data Summarization with LIDA (foundation) 42:55 Goal Generation with LIDA (build intuition) 43:41 Goal Generation with LIDA (add persona) 44:35 Data Visualization Generation with LIDA 46:01 Data Visualization Generation (user query) 46:50 Data Visualization Explanation with LIDA 48:28 Visualization Recommendation (for a goal) 49:20 Try Activate Data Wrangler (Preview) Data Wrangler episode: https://youtube.com/live/5EeBSNr0x3Y 52:19 Generative AI Course - From Principles to Prototypes https://aka.ms/genai-beginners 54:12 Learn more and contribute 56:32 Profiles Demo https://aka.ms/pythonpulse/ep/12/profile 1:00:12 Wrap up Community Links: https://aka.ms/pythonpulse/ep/12/stre... https://aka.ms/pydata-workshop-2023 https://aka.ms/genai-beginners https://aka.ms/lida/org https://aka.ms/lida/github https://arxiv.org/abs/2303.02927 Featuring: Dawn Wages (@BajoranEngineer), Nitya Narasimhan (@nitya) #python #opensource #jupyter #openai #pydata #data

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760K subscribers