Course Catalogue
ArkOne courses are built by practitioners and require network membership. External courses are curated recommendations with no gate.
ArkOne
Deploying Agents at Scale
Build agents that work in production. Covers orchestration patterns, reliability engineering, observability, and cost control — from real deployments, not toy examples.
Eval Frameworks for LLMs
Stop guessing whether your LLM pipeline is getting better. This course covers practical eval methods — from LLM-as-judge to behavioural testing — that work without labelled ground truth.
RAG in Production
A practitioner's guide to building retrieval-augmented systems that hold up in production — not just demos. Covers chunking, embedding selection, retrieval evaluation, and serving at scale.
Curated External
AI Agents in LangGraph
Build agentic AI workflows using LangChain's LangGraph and Tavily's agentic search. Learn directly from LangChain and Tavily founders.
Introduction · Hugging Face
The official Hugging Face NLP course — transformers, tokenizers, fine-tuning, and the full 🤗 ecosystem. Best starting point if you're new to working with pre-trained models.
LLMOps
Learn LLMOps best practices as you design and automate the steps to tune an LLM for a specific task and deploy it as a callable API.
Large Language Models with Semantic Search
Learn to use LLMs to enhance search and summarize results. Boost keyword search with Cohere Rerank and leverage embeddings for powerful NLP.
Machine Learning
Andrew Ng's updated ML Specialization — supervised learning, unsupervised learning, and reinforcement learning. The most thorough foundational ML curriculum available, with a free audit option.
Neural Networks: Zero To Hero
Andrej Karpathy's lecture series building neural networks from scratch in Python — starting with backprop, ending with GPT. The clearest bottom-up explanation of how transformers actually work.
Practical Deep Learning for Coders
Fast.ai's foundational course for practitioners. Covers deep learning fundamentals with a code-first approach. Recommended prerequisite before ArkOne's advanced courses.
ChatGPT Prompt Engineering for Developers
Level up your use of LLMs with prompt engineering best practices. Learn to automate workflows, chain LLM calls, and build a custom chatbot.