Hands on Data Visualization, Data Science, AI and Python

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AI for BI and Multi-Agent apps with OpenAI's Swarm
Generative AI can easily analyse data and create charts we develop a simple BI program. We also take a look at how to create multi-agent apps with…
Hands on Data Visualization with Google Mesop
Google Mesop is an easy-to-use Python UI framework. We see how to use it to create Data Visualization app with Plotly.
How to Build a Private AI Agent with Ollama and LlamaIndex
Running a local LLM is a no-cost alternative to using commercial APIs
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How to Build a ReAct AI Agent with Claude 3.5 and Python
An Interactive Data Dashboard in Pure Python with Taipy
Streamlit: Navigating Multi-page Apps with v1.30.0
Anthropic Claude 3.5: A More Powerful but Cheaper LLM
Full Article: How to Use the Powerful New Assistants API for Data Analysis
RAG: Retrieval-Augmented Generation
AI Agents vs. AI Pipelines - A Practical Guide to Coding Your LLM Application
We use CrewAI to create apps that demonstrate how to choose the right architecture for your LLM application
Multi-page Data Science apps with Taipy and logically challenged LLMs
Two articles: one practical hands-on tutorial for creating multi-page apps with the Taipy framework and a report on how LLMs are not as good at solving…
How to Construct a Multipage Data Science Web App in Python with Taipy
Taipy supports easy navigation between pages in Python web apps — we create a simple CO2 emissions app
Do LLMs Exhibit the Dunning-Kruger Effect
A recent experiment shows that LLMs are not good at solving complex logical problems like Cheryl's Birthday — but they think they are
Anthropic Claude 3.5: A More Powerful but Cheaper LLM
We look at Anthropic’s new Claude 3.5 Sonnet LLM, explore the API and create a simple Streamlit chatbot
How to Build a ReAct AI Agent with Claude 3.5 and Python
We present a Reason+Act agent that iteratively reasons and gathers information from external tools before providing an answer.
An Interactive Data Dashboard in Pure Python with Taipy
Taipy is an innovative framework designed to simplify the creation of interactive and visually engaging data science applications
Hands on Data Visualization, Data Science, AI and Python
Hands on Data Visualization, Data Science, AI and Python
Practical tutorials about Data Science, Data Visualization and AI with hands-on coding mostly in Python
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Hands on Data Visualization, Data Science, AI and Python

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