AI Cheat Sheets

Use AI to write Python code for data science. This cheat sheet covers prompting principles and ready-to-run snippets for pandas, NumPy, lists, dictionaries, strings, and file paths.

Use Microsoft Copilot in Power BI to chat with your data, build reports, write DAX, and generate summaries. This cheat sheet covers setup, the four places Copilot appears, model preparation, prompting principles, and core actions for business users, report authors, and data model owners.

Get started with OpenClaw, the open-source self-hosted AI agent. This cheat sheet covers core CLI commands, scheduled briefings, multi-channel automation, local model setup with Ollama, and multi-agent workspaces.

Use Microsoft Copilot in Excel to analyze data, write formulas, and build reports with plain English. This cheat sheet covers the Copilot modes, prompting principles, =COPILOT() function, and core actions across analysis, formatting, and reporting.

Build with the Claude API in Python. This cheat sheet covers the Anthropic SDK essentials — messages, streaming, vision, tool use, embeddings, and token counting — with ready-to-run code.

Learn the basics of Hugging Face with this beginner-friendly cheat sheet, and explore key resources to help you get started building with open-source AI.

Master SQL basics faster with AI. Learn how to use AI to speed up analyses, reduce errors, and enable you to focus on insights rather than syntax.

Learn the basics of AI agents with this beginner-friendly cheat sheet, and explore resources to help you get started.

This cheat sheet provides a comparison of the main services needed for data and AI-related work, from data engineering to data analysis and data science, to creating data applications.

2023 has seen the proliferation and evolution of data and AI tools. This infographic will provide an overview of the Generative AI tools landscape.

Discover use cases for ChatGPT that can be used across various business functions.

ChatGPT and large language models have taken the world by storm. In this cheat sheet, learn the basics on how to leverage one of the most powerful AI APIs out there, then OpenAI API.