211 minutesDeep Dive into LLMs like ChatGPT
Understand the modern LLM stack well enough to reason about tokens, training, tools and failures.
AdvancedChatGPT & LLMs
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Learning level
Advanced
Production depth. System design, evals, and the hard architectural calls.
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211 minutes
40 minutesAndrej Karpathy: Software Is Changing (Again)
Evaluate partial-autonomy product ideas where humans keep control over high-risk decisions.
AdvancedChatGPT & LLMs
190 minutesLangGraph Complete Course for Beginners – Complex AI Agents with Python
You can build a LangGraph agent with typed state, conditional routing, checkpoints and tool use, and feel where the explicitness pays off.
AdvancedAutomations
66 minutesCrewAI Tutorial: Complete Crash Course for Beginners
You can stand up a CrewAI crew in the role-goal-backstory style and judge how its hidden execution loop compares with explicit graphs.
AdvancedAutomations
15 minutesHow We Build Effective Agents: Barry Zhang, Anthropic
Design simpler agent loops with clear stopping rules, task boundaries and human control points.
AdvancedAutomations
18 minutesTips for building AI agents
Recognize common agent-building pitfalls before adding multiple agents, complex prompts or hidden state.
AdvancedAutomations
17 minutesConductor CEO Charlie Holtz Walks Us Through His AI Coding Setup
Set up a multi-agent coding workflow with explicit review boundaries so generated changes stay small, tested and owned.
AdvancedAI for Business
56 minutesAI Agents in Finance with HPE's Chief Financial Officer (CFO)
Build an ROI case for one AI workflow with a baseline, direct and indirect benefits, quality gates and an explicit stop decision.
AdvancedAI for Business
41 minutesPrivate AI vs. Cloud: How Enterprise Leaders Can Make Smarter Build-or-Buy Decisions
Make AI build-vs-buy decisions around outcome, data control, workload economics, infrastructure readiness and operational ownership.
AdvancedAI for Business
20 minutesPermissions & Access Control for RAG - a Deep Dive Tutorial
Evaluate practical access-control patterns for company knowledge RAG before indexing sensitive internal documents.
AdvancedAI Safety & Data Privacy
5 minutesClaude has taken control of my computer...
Understand why screenshot-based computer use is powerful, slow, expensive and brittle compared with API-native automation.
AdvancedAutomations
8 minutesAnthropic's Claude Computer Use Is A Game Changer | YC Decoded
Decide where browser or computer-use agents might be commercially useful despite their operational risk.
AdvancedAutomations
22 minutesContext Engineering for Agents
Apply write, select, compress and isolate patterns to manage agent context deliberately.
AdvancedPrompt Engineering
8 minutesContext Rot: How Increasing Input Tokens Impacts LLM Performance
Understand how long context can fail under ambiguity and distractors, then design tests around that risk.
AdvancedPrompt Engineering
19 minutesIs This the End of RAG? Anthropic's NEW Prompt Caching
You can estimate when prompt caching pays off by weighing cache-write surcharges against read savings for your real workloads.
AdvancedAI for Business
56 minutesBuild Hour: Prompt Caching
Use prompt caching only when stable prefixes, latency and cost behavior match the workload.
AdvancedAI for Business
30 minutesEU AI Act Explained: Turning Compliance into Competitive Advantage | Carme Artigas
Map the Act's phased 2025-2027 deadlines to the vendor-evidence and ownership tasks an SME must schedule now.
AdvancedAI Safety & Data Privacy
55 minutesHow to Systematically Setup LLM Evals (Metrics, Unit Tests, LLM-as-a-Judge)
Design an eval ladder that catches regressions before prompt or model changes reach users.
AdvancedAI for Business
19 minutesHow to Construct Domain Specific LLM Evaluation Systems: Hamel Husain and Emil Sedgh
See how a production team layers assertions, human review and LLM judges so regressions surface before release.
AdvancedAI for Business
157 minutesFine Tuning LLM Models – Generative AI Course
You will be able to run quantisation, LoRA and QLoRA fine-tunes end to end on hardware most developers already have.
AdvancedPrivate / Local AI
59 minutesDeveloping an LLM: Building, Training, Finetuning
Place fine-tuning inside the broader training pipeline and decide when it is better than prompting or RAG.
AdvancedPrivate / Local AI
104 minutesBuilding Agents with Model Context Protocol - Full Workshop with Mahesh Murag of Anthropic
Understand how MCP fits into agentic systems beyond a local demo server.
AdvancedAI for Business
75 minutesThe Ultimate MCP Crash Course - Build From Scratch
Build a first MCP server and understand how tools, schemas, prompts, resources and transports fit together.
AdvancedAI for Business
19 minutesBuilding more effective AI agents
Improve tool design so agents select the right action with the right parameters.
AdvancedAI for Business
29 minutesPrompting for Agents | Code w/ Claude
Decide which behavior belongs in the system prompt, tool description or tool precondition.
AdvancedAI for Business
7 minutesMemory for agents (conceptual video)
Separate short-term and long-term memory decisions and decide when agent memory should be written.
AdvancedAutomations
44 minutesBuilding Brain-Like Memory for AI | LLM Agent Memory Systems
You can wire episodic, semantic, working and procedural memory into an agent in code, not just name the categories.
AdvancedAutomations
9 minutesLangSmith in 10 Minutes
You can navigate traces, projects and datasets in LangSmith and read off token cost, latency, error rate and per-span detail.
AdvancedAI for Business
154 minutesInstrumenting & Evaluating LLMs
Connect tracing, evaluation, feedback and production review into an operating loop for LLM systems.
AdvancedAI for Business
37 minutesVMware Private AI Foundation Capabilities and Features Update from Broadcom
Evaluate private AI as an infrastructure and governance decision instead of defaulting to either SaaS or self-hosting by instinct.
AdvancedPrivate / Local AI
69 minutesThe Agent Landscape - Lessons Learned Putting Agents Into Production
Recognize the failure modes your own agents will hit first and pre-plan the tests, fallbacks and kill criteria for each.
AdvancedAI Safety & Data Privacy
17 minutesRAG Agents in Prod: 10 Lessons We Learned — Douwe Kiela, creator of RAG
Understand what breaks when RAG moves into regulated, high-stakes enterprise use.
AdvancedAI for Business
19 minutesBuilding Production-Ready RAG Applications: Jerry Liu
Identify the production RAG controls missing from naive document-chat demos.
AdvancedAI for Business
13 minutesAttacking LLM - Prompt Injection
Model prompt injection as untrusted-data mixing and design boundaries around tool use.
AdvancedAI Safety & Data Privacy
17 minutesDefending LLM - Prompt Injection
Review prompt-injection defenses such as taint analysis, output-shape restrictions, user isolation, deterministic settings and redundant checks for critical paths.
AdvancedAI Safety & Data Privacy
9 minutesRAG vs. Fine Tuning
Explain when retrieval is the right fix and when fine-tuning may actually help.
AdvancedAI for Business
13 minutesRAG vs Fine-Tuning vs Prompt Engineering: Optimizing AI Models
Choose between prompt engineering, RAG, fine-tuning or a combination based on the actual failure mode.
AdvancedAI for Business
77 minutesAI prompt engineering: A deep dive
Hear how production prompt engineers revise instructions, examples and behavioral constraints under real pressure instead of treating prompts as one-off text.
AdvancedPrompt Engineering
25 minutesPrompting 101 | Code w/ Claude
Watch a vague insurance-claims prompt become a structured, testable prompt with clearer examples, output rules and refusal behavior.
AdvancedPrompt Engineering
39 minutesIntroducing RAG 2.0: Agentic RAG + Knowledge Graphs (FREE Template)
Compare agentic retrieval and graph retrieval in a concrete implementation.
AdvancedAI for Business
16 minutesGraph RAG: Improving RAG with Knowledge Graphs
Understand the Microsoft-style GraphRAG flow: entity extraction, communities, summaries and query-focused synthesis.
AdvancedAI for Business
7 minutesUnlock Better RAG & AI Agents with Docling
Understand why document parsing, structure preservation and ingestion quality gates matter before building RAG over PDFs and mixed file formats.
AdvancedAI Safety & Data Privacy
32 minutesFast LLM Serving with vLLM and PagedAttention
Understand why serving engines, batching and KV-cache memory dominate self-hosted inference economics.
AdvancedPrivate / Local AI
42 minutesVertical AI Agents Could Be 10X Bigger Than SaaS
Assess when vertical AI agents create real defensibility and when they are only thin wrappers.
AdvancedAI for Business
34 minutesHow AI is Reinventing Software Business Models ft. Bret Taylor of Sierra
Evaluate AI product pricing and specialization around measurable outcomes rather than seat counts.
AdvancedAI for Business
41 minutesOpenAI DevDay 2024 | Structured outputs for reliable applications
You can explain what strict mode guarantees, how it differs from old JSON mode, and how refusal handling fits the structured-output contract.
AdvancedAI for Business
18 minutesPydantic is all you need: Jason Liu
Learn why schema-first LLM calls need typed objects, validators, retries and explicit handling for malformed or hallucinated fields.
AdvancedAI for Business
6 minutesAI Voice Agents: How They Actually Work & Why They Sound So Human
Recognize the core architecture of a voice agent and the failure points that affect customer trust in real calls.
AdvancedAutomations