Tutorials
Cross-Script Name Retrieval with Contrastive Learning
In an increasingly globalized digital world, accurately identifying and linking names across different languages and writing systems is a critical challenge for many AI applications. This tutorial...
Master AI Document Summarization: Guide for Large Files
In today's data-rich world, the ability to quickly grasp the essence of massive documents is no longer a luxury but a necessity. Whether you're sifting through legal contracts, research papers,...
Causal Inference for Business: A Practical Guide for AI Tools
In today's data-driven world, businesses are awash with information, yet often struggle to discern true cause-and-effect relationships from mere correlations. This tutorial will equip you with the...
Boost Claude Code Performance with Automated Testing
In the rapidly evolving landscape of AI-assisted development, large language models like Claude are becoming indispensable tools for generating code, accelerating prototyping, and tackling complex...
Build an AI-Ready Organization: Strategy & Governance
In today's rapidly evolving digital landscape, Artificial Intelligence (AI) is no longer a futuristic concept but a critical driver of business innovation and competitive advantage. Organizations...
Zero-Shot Classification with Local LLMs: A Practical Guide
Unlock the power of AI classification without compromising data privacy or needing constant internet access. This comprehensive tutorial guides you through implementing zero-shot text classification...
Local SLM vs. GPT-4: Boost CI/CD Reliability & Cut Costs
In the fast-paced world of software development, Continuous Integration and Continuous Delivery (CI/CD) pipelines are the backbone of efficient and reliable deployments. While large language models...
AI Incident Response: Prepare & Remediate System Crises
In today's rapidly evolving technological landscape, Artificial Intelligence (AI) systems are becoming integral to business operations, driving innovation and efficiency. However, with their growing...
Generate Minecraft Worlds with AI: VQ-VAE & Transformers
Unlock the secrets of AI-powered world generation and discover how cutting-edge models like VQ-VAE and Transformers are revolutionizing the creation of virtual environments. This tutorial will guide...
Master AI Agent Development with Git Worktrees
Developing sophisticated AI agents often involves juggling multiple experiments, features, and even different agents simultaneously. This complexity can quickly lead to a tangled mess of branches,...
Fix RAG System Failures: Why Good Data Gives Bad Answers
Building a Retrieval Augmented Generation (RAG) system is a powerful way to ground Large Language Models (LLMs) in factual, domain-specific data, drastically reducing hallucinations. However, a...
AI Agent Skills for Data Science: Beyond Prompting
The landscape of artificial intelligence is rapidly evolving, moving beyond simple prompt-response interactions to more sophisticated agentic behaviors. For data scientists, this shift represents a...