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Python Pulse - Simplifying Data Analysis - Live from PyData NYC 2023
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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
04:11 Announcements
09:15 Simplifying Data Analysis with GitHub Codspaces, Jupyter Notebooks and OpenAI
15:17 Demo
37:19 Intro to Microsoft LIDA
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)
52:19 Generative AI Course - From Principles to Prototypes
54:12 Learn more and contribute
56:32 Profiles Demo
1:00:12 Wrap up
Community Links:
#python #opensource #jupyter #openai #pydata #data
Chapters:
00:00 Countdown begins
01:33 Welcome to the Python Pulse with Dawn and Nitya
02:00 PyData NYC 2023 highlights
04:11 Announcements
09:15 Simplifying Data Analysis with GitHub Codspaces, Jupyter Notebooks and OpenAI
15:17 Demo
37:19 Intro to Microsoft LIDA
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)
52:19 Generative AI Course - From Principles to Prototypes
54:12 Learn more and contribute
56:32 Profiles Demo
1:00:12 Wrap up
Community Links:
#python #opensource #jupyter #openai #pydata #data
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