Channel Title: Charming Data Channel Description: Charming Data is a Community of people inspired to learn and use AI and Python for career development purposes. We come together with a sense of collaboration to work on practical projects that will help you in three ways: 1. Learn AI and Python with others 2. Improve your résumé with real-life projects 3. Prepare for the future of work Subscribe to this channel and come join the community: https://charming-data.com/ *************************************************************************************************** To support this channel and the content provided: https://patreon.com/charmingdata *************************************************************************************************** **Let's connect on Linkedin: https://www.linkedin.com/in/adam-schroeder-17b5a819/ **For any other inquiries, you can reach me at: adam@charming-data.com <video> How to Save History of AI Conversation with Plotly Dash and LangGraph Description: In this video we will see how to use Dash to save and retrieve the history of the conversation between the human and the LangGraph AI agent. The agent uses LangGraph's create_react_agent and it will have the capability to search the web with Tavily. Charming Data: https://charming-data.circle.so/home Code of app: https://charming-data.circle.so/c/langchain-education/code-for-ai-agent-with-memory ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> Getting Started with Dash for Data Apps in Python Description: Introduction to Dash for building web apps in Python while incorporating Plotly graphs. To start building front end interfaces, it's important you understand the two building blocks of Dash: Layout and Callback. We'll review both of these in the video. Charming Data: https://charming-data.circle.so/c/announcements/Getting-Started-with-Dash-for-Data-Apps-in-Python Dash-in-20-minutes Tutorial: https://dash.plotly.com/tutorial Dash Components: https://dash.plotly.com/dash-core-components Video layout: 00:00 - What is Dash 00:44 - Dash Layout 02:14 - Dash Callback ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> AI for NYC Meetup - September Description: A Charming Data recording of the NYC meetup on LangChain versus LLM APIs and the power of system prompts. The meetup was held at the Flatiron School space and the presenter was community member, Steven Reubenstone. Charming Data: https://charming-data.com/ Steven Reubenstone: https://www.linkedin.com/in/steven-reubenstone-2276b527/ Flatiron School: https://www.linkedin.com/school/the-flatiron-school/ </video> <video> AI video creator by @finxter Description: </video> <video> Build a Multi AI Agent Banking Analysis App - Part 1 Description: We'll use CrewAI to build two AI agents that are responsible for banking analyses and reports. We'll use Dash for the front end interface. Charming Data: https://charming-data.circle.so/home Code from video: https://charming-data.circle.so/c/langchain-education/build-a-multi-ai-agent-banking-analysis-app-part-1 CrewAI repo: https://github.com/crewAIInc/crewAI Consolidated Banking App demo: https://youtu.be/hU1osEz5FzA?feature=shared&t=737 Consolidated Banking App code by Juan: https://github.com/juanchok12/Consoldiated-Assets-for-Banks-and-AI Video layout: 00:00 - AI agents demo 01:25 - Learn AI with others 02:40 - CrewAI 03:57 - Define agents 05:46 - Layout of app 06:22 - Callback - activate agents 07:54 - Agent tasks 09:44 - Future AI projects ************************************************************************👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/GitHub: https://github.com/sponsors/Coding-with-AdamYouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/joinLinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> Violin Plot Controlled by Dropdown Plotly Dash Description: In this first part of the AI, Data Viz project, we build a Plotly Dashboard that uses the radio buttons and dropdowns to update two violin charts. In future videos we will add an AI agent to the dashboard. Charming Data: https://charming-data.circle.so/home ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> Generate Plotly Graphs with AI and Text Prompts Description: Lingyi Zhang and Nadija Graca, Software Engineers contributing to Vizro (an open-source package from QuantumBlack, AI by McKinsey), give us an overview of the new Vizro Dash app that allows you to create Plotly visualizations with simple text prompts. Charming Data: https://charming-data.circle.so/home Live app: https://py.cafe/app/vizro-official/vizro-ai-charts Vizro GitHub: https://github.com/mckinsey/vizro Vizro-AI dashboard functionality: https://vizro.readthedocs.io/projects/vizro-ai/en/vizro-ai-0.3.1/pages/tutorials/quickstart-dashboard/ Nadija's LinkedIn: https://www.linkedin.com/in/nadija-ratkusic-graca-b044a143/ Lingyi 's LinkedIn: https://www.linkedin.com/in/lingyi-w-zhang/ ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> Bubble Chart with Links to Google Maps Description: How to create a bubble chart where clicked markers open links to google maps with Dash and Plotly. Charming Data: https://charming-data.circle.so/home App code: https://charming-data.circle.so/c/announcements/bubble-chart-with-marker-links-to-google-maps Finding location coordinates: https://ps.geoview.info/az_zaytun,8041217 Data source: https://acleddata.com/conflict-exposure/#calculator CSV sheet: https://github.com/Coding-with-Adam/Dash-by-Plotly/blob/master/Dash_Interactive_Graphs/Bubble_with_link/acled_conflictexposure.csv ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> Use LangGraph Thread ID to Save History of AI Conversation Description: In this video we will see how to use the LangGraph config and thread_id to save the history of the conversation between the human and the LangGraph AI agent. The agent uses LangGraph's create_react_agent and it will have the capability to search the web with Tavily. Charming Data: https://charming-data.circle.so/home Code for app in video: https://charming-data.circle.so/c/langchain-education/code-for-langgraph-memory-with-thread_id ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> Treemap with Radio Buttons and Rangeslider - Plotly Dash Description: First video from a series of AI Agent apps. In this video we will focus on creating the Plotly Dash app that combines the treemap with the range slider and the radio buttons. Charming Data: https://charming-data.circle.so/home App Code: https://charming-data.circle.so/c/announcements/making-a-dash-app-with-controls-and-treemap Video layout: 00:00 - What you will learn 01:37 - Treemap overview 04:04 - Code review 06:35 - Callback decorator 07:33 - Callback function 08:53 - Build the Treemap 11:31 - AI in next video ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> Google Map Tour with Dash Description: Use the new Dash Pannellum community component to create a street map tour with panoramic or sphere images. Charming Data: https://charming-data.circle.so/home Dash Pannellum Component: https://pip-install-python.com/pip/dash_pannellum#tour-mode Live App: https://py.cafe/app/adamschroeder.m/dash-harlem-street-tour GitHub Code: https://github.com/Coding-with-Adam/Dash-by-Plotly/blob/master/Other/Dash_Pannellum/app.py Image Storage: https://imgbb.com/ Video layout: 00:00 - App demo 02:50 - Code review & layout 04:11 - Scene A 07:15 - Hotspot ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> AI for NYC meetup - November - Prompt Engineering Techniques Description: A Charming Data recording of the AI for NYC meetup on Prompt Engineering Techniques, where Harish highlighted the difference between zero-shot prompting, multi-shot prompting, chain of thought, and Generated Knowledge prompting. The meetup was held at the Flatiron School space and the presenter was community member, Harish Sista. Charming Data: https://charming-data.com/ Harish Sista: https://www.linkedin.com/in/harish-sista/ Flatiron School: https://www.linkedin.com/school/the-flatiron-school/ ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> Visual Vocabulary Dashboard with Vizro Plotly Description: Li Nguyen, a Senior Software Engineer contributing to Vizro (an open-source package from QuantumBlack, AI by McKinsey), gives us an overview of the visual vocabulary dashboard, which contains a collection of Plotly charts and sample Python code to generate these charts. Charming Data: https://charming-data.circle.so/home Live App: https://vizro-demo-visual-vocabulary.hf.space/ GitHub Code: https://github.com/mckinsey/vizro/tree/main/vizro-core/examples/visual-vocabulary Plotly Forum: https://community.plotly.com/t/visual-vocabulary-made-with-vizro-and-plotly/87486 Li's LinkedIn: https://www.linkedin.com/in/huong-li-nguyen/ Video layout: 00:00 - Introduction 01:20 - What is visual vocabulary 03:57 - Visual vocabulary app 06:48 - Code overview 09:11 - Tabular data 10:52 - Future of project 15:04 - Project contributions ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> How to add an AI Agent to Plotly Dash App with LangGraph Description: In this video we will add an AI agent to the Dash app we built in the last video. The AI agent uses LangGraph's create_react_agent and it will have the capability to search the web with Tavily. Charming Data: https://charming-data.circle.so/home App Code: https://charming-data.circle.so/c/langchain-education/how-to-add-an-ai-agent-to-plotly-dash-app-with-langgraph Video layout: 00:00 - App demo 02:01 - Code review 05:04 - Layout 05:45 - Trigger the callback 07:31 - Activating agent 09:51 - Next video ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video> <video> Multi AI Agent System for Banking Project 1 Description: Community member, Juan, gives us an overview of the app we will use for the September AI App project, where we will build and incorporate a multi AI agent system. Join us in building this project together; it's free and open to all: https://charming-data.circle.so/c/ai-python-projects/september-project-multi-ai-agent-system-for-banking-696933 ************************************************************************ 👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel: Charming Data Community: https://charming-data.com/ GitHub: https://github.com/sponsors/Coding-with-Adam YouTube: https://www.youtube.com/channel/UCqBFsuAz41sqWcFjZkqmJqQ/join LinkedIn: https://www.linkedin.com/in/adam-schroeder-17b5a819/ </video>

Contacts and Links

Description

Charming Data is a Community of people inspired to learn and use AI and Python for career development purposes. We come together with a sense of collaboration to work on practical projects that will help you in three ways:

1. Learn AI and Python with others
2. Improve your résumé with real-life projects
3. Prepare for the future of work

Subscribe to this channel and come join the community:
https://charming-data.com/

***************************************************************************************************
To support this channel and the content provided:
https://patreon.com/charmingdata
***************************************************************************************************

**Let's connect on Linkedin: https://www.linkedin.com/in/adam-schroeder-17b5a819/
**For any other inquiries, you can reach me at: adam@charming-data.com

Videos from channel