Applied AI

MLOps & LLMOps

Model deployment, experiment tracking, monitoring, inference optimisation and AI pipelines

250
lessons
Skills in this topic
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Experiment Tracking
beginner
Log experiments with MLflow or Weights & Biases
Model Deployment
intermediate
Wrap a model in a FastAPI endpoint
Model Monitoring
intermediate
Set up drift detection with Evidently AI
Feature Stores
advanced
Define feature views in Feast
LLMOps
advanced
Set up LangSmith or Langfuse for LLM tracing
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Claude Speed, Local VRAM: Using TurboQuant and Ollama to Run Advanced Coding Agents on Consumer GPUs
MLOps & LLMOps
Claude Speed, Local VRAM: Using TurboQuant and Ollama to Run Advanced Coding Agents on Consumer GPUs
Byte Goose AI. Advanced 1w ago
Tour De Force: LLM Inference Optimization From Simple To Sophisticated - Christin Pohl, Microsoft
MLOps & LLMOps
Tour De Force: LLM Inference Optimization From Simple To Sophisticated - Christin Pohl, Microsoft
PyTorch Beginner 1mo ago
Brevitas Quantization Library - Pablo Monteagudo Lago, AMD
MLOps & LLMOps
Brevitas Quantization Library - Pablo Monteagudo Lago, AMD
PyTorch Advanced 1mo ago
9. Hosted APIs vs. Open Source LLMs: Choosing Your RAGOps Strategy
MLOps & LLMOps
9. Hosted APIs vs. Open Source LLMs: Choosing Your RAGOps Strategy
Analytics Vidhya Intermediate 2mo ago
Build, Optimize, Run: The Developer's Guide to Local Gen AI on NVIDIA RTX AI PCs
MLOps & LLMOps
Build, Optimize, Run: The Developer's Guide to Local Gen AI on NVIDIA RTX AI PCs
NVIDIA Developer Advanced 2mo ago
Australia VEX V5RC National Finals Best of 3 (EPIC Close Match)
MLOps & LLMOps
Australia VEX V5RC National Finals Best of 3 (EPIC Close Match)
Creator Academy Australia Intermediate 1y ago
Epic ALASKA Journey STARTS NOW! | Evan and Nina arrive to Anchorage - Day 1
MLOps & LLMOps
Epic ALASKA Journey STARTS NOW! | Evan and Nina arrive to Anchorage - Day 1
Evan Carmichael Beginner 2y ago
27272A Phoenix Tech Worlds Reveal (VRC Spin Up)
MLOps & LLMOps
27272A Phoenix Tech Worlds Reveal (VRC Spin Up)
Creator Academy Australia Beginner 3y ago
Phoenix Park Dublin | Dublin | Ireland | Deer in Phoenix Park | Dublin Ireland | Phoenix Park
MLOps & LLMOps
Phoenix Park Dublin | Dublin | Ireland | Deer in Phoenix Park | Dublin Ireland | Phoenix Park
ConnollyCove Beginner 3y ago
Teeling Whiskey Distillery - 1st New Whiskey Distillery in Dublin in over 125 years!
MLOps & LLMOps
Teeling Whiskey Distillery - 1st New Whiskey Distillery in Dublin in over 125 years!
ConnollyCove Intermediate 3y ago
Emergence – How Stupid Things Become Smart Together
MLOps & LLMOps
Emergence – How Stupid Things Become Smart Together
Kurzgesagt – In a Nutshell Beginner 8y ago
How Bacteria Rule Over Your Body – The Microbiome
MLOps & LLMOps
How Bacteria Rule Over Your Body – The Microbiome
Kurzgesagt – In a Nutshell Intermediate 8y ago
27272A VEX FAC Robot Reveal (Factory Automation Competition)
MLOps & LLMOps
27272A VEX FAC Robot Reveal (Factory Automation Competition)
Creator Academy Australia Intermediate 3y ago
27272A Phoenix Tech Australian Nationals QF 3-1 (Win 160-72)
MLOps & LLMOps
27272A Phoenix Tech Australian Nationals QF 3-1 (Win 160-72)
Creator Academy Australia Intermediate 3y ago
27272A Phoenix Tech Australian Nationals Q66 (Win 140-66)
MLOps & LLMOps
27272A Phoenix Tech Australian Nationals Q66 (Win 140-66)
Creator Academy Australia Intermediate 3y ago
The FLL Robot Rap (by CA Phoenix Tech)
MLOps & LLMOps
The FLL Robot Rap (by CA Phoenix Tech)
Creator Academy Australia Beginner 3y ago
Robocup SPIKE Challenge: "Europa Drill"
MLOps & LLMOps
Robocup SPIKE Challenge: "Europa Drill"
Creator Academy Australia Intermediate 3y ago
Jameson Whiskey Distillery | Jameson Distillery | Dublin | Jameson Irish Whiskey | Ireland
MLOps & LLMOps
Jameson Whiskey Distillery | Jameson Distillery | Dublin | Jameson Irish Whiskey | Ireland
ConnollyCove Beginner 3y ago
Jameson Distillery | Dublin | Jameson Irish Whiskey | Ireland | Jameson Distillery Dublin
MLOps & LLMOps
Jameson Distillery | Dublin | Jameson Irish Whiskey | Ireland | Jameson Distillery Dublin
ConnollyCove Beginner 3y ago
530 points FLL Cargo Connect by CA Phoenix Tech
MLOps & LLMOps
530 points FLL Cargo Connect by CA Phoenix Tech
Creator Academy Australia Intermediate 4y ago
Phoenix Tech Champions Award Reaction
MLOps & LLMOps
Phoenix Tech Champions Award Reaction
Creator Academy Australia Intermediate 4y ago
Students build and code Bike Prime
MLOps & LLMOps
Students build and code Bike Prime
Creator Academy Australia Intermediate 5y ago
How to catch a Dwarf Planet -- Triton MM#3
MLOps & LLMOps
How to catch a Dwarf Planet -- Triton MM#3
Kurzgesagt – In a Nutshell Intermediate 12y ago
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