Applied AI

MLOps & LLMOps

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

898
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
Videos 507 Reads 391
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Pole Pruner How A Rope Lever Shears High Branches
MLOps & LLMOps
Pole Pruner How A Rope Lever Shears High Branches
Innoforge Studio Intermediate 1mo ago
Digital Transformation: The #1 Risk & How to Fix It! #shorts
MLOps & LLMOps
Digital Transformation: The #1 Risk & How to Fix It! #shorts
Digital Transformation with Eric Kimberling Intermediate 1mo ago
Designing Machine Learning Systems | Chapter 7: Model Deployment & Prediction Service
MLOps & LLMOps
Designing Machine Learning Systems | Chapter 7: Model Deployment & Prediction Service
onepagecode Beginner 1mo ago
I Ran a 3B Unlimited OCR Model FULLY LOCAL (Ollama Couldn't) — DeepSeek-OCR on Windows
MLOps & LLMOps
I Ran a 3B Unlimited OCR Model FULLY LOCAL (Ollama Couldn't) — DeepSeek-OCR on Windows
Prompt Engineer Intermediate 1mo ago
Smart Energy Management at Sonepar: Efficient control of energy flows
MLOps & LLMOps
Smart Energy Management at Sonepar: Efficient control of energy flows
Phoenix Contact Beginner 1mo ago
Winston Astrachan, CTO of Phobio - Criteria For AI Use
MLOps & LLMOps
Winston Astrachan, CTO of Phobio - Criteria For AI Use
The Software Leaders Uncensored Podcast Intermediate 1mo ago
Greenhouse Tomato Harvest Hack
MLOps & LLMOps
Greenhouse Tomato Harvest Hack
BuildVerse Tools Beginner 1mo ago
This 2-Bit Gemma 4 Shouldn't Work — But It Does
MLOps & LLMOps
This 2-Bit Gemma 4 Shouldn't Work — But It Does
Protorikis Beginner 1mo ago
Local GenAI on Jetson: OSS models using different inferencing frameworks: Ollama, llama.cpp, & vLLM
MLOps & LLMOps
Local GenAI on Jetson: OSS models using different inferencing frameworks: Ollama, llama.cpp, & vLLM
NVIDIA Developer Intermediate 1mo ago
AI Noob vs AI Pro
MLOps & LLMOps
AI Noob vs AI Pro
codebasics Intermediate 1mo ago
What exactly is vLLM?
MLOps & LLMOps
What exactly is vLLM?
Vizuara Intermediate 1mo ago
This 35B Model Builds Full Apps on a $1.52/hr GPU (Nex-N2-mini)
MLOps & LLMOps
This 35B Model Builds Full Apps on a $1.52/hr GPU (Nex-N2-mini)
Prompt Engineer Beginner 1mo ago
Push-X in [Reel Time]
MLOps & LLMOps
Push-X in [Reel Time]
Phoenix Contact Intermediate 1mo ago
What is Distillation in LLMs | AI Concepts for Everyone - Day 24 #distillation #ai #llm #viral
MLOps & LLMOps
What is Distillation in LLMs | AI Concepts for Everyone - Day 24 #distillation #ai #llm #viral
Code With Shukla Ji Beginner 1mo ago
Modern Law Is Hiring in Phoenix & Tucson: Want a Fun Family Law Job?
MLOps & LLMOps
Modern Law Is Hiring in Phoenix & Tucson: Want a Fun Family Law Job?
Modern Law Divorce and Family Law Attorneys Intermediate 1mo ago
How Neuroplasticity Works Throughout The Lifetime
MLOps & LLMOps
How Neuroplasticity Works Throughout The Lifetime
LAPU Digital Learning Solutions Beginner 1mo ago
Luxury 4 BHK Property Tour in Greater Kailash 2 | South Delhi Real Estate
MLOps & LLMOps
Luxury 4 BHK Property Tour in Greater Kailash 2 | South Delhi Real Estate
Hub And Oak Intermediate 1mo ago
MLFlow Crash Course: MLOps in Python
MLOps & LLMOps
MLFlow Crash Course: MLOps in Python
NeuralNine Beginner 2mo ago
Learning Without Forgetting with Self-Distillation?
MLOps & LLMOps
Learning Without Forgetting with Self-Distillation?
Deep Learning with Yacine Beginner 2mo ago
How Self-Distillation is Similar to Human Learning?
MLOps & LLMOps
How Self-Distillation is Similar to Human Learning?
Deep Learning with Yacine Beginner 2mo ago
Make LLMs Fly: Accelerating Bielik With NVIDIA Minitron and Data Curator
MLOps & LLMOps
Make LLMs Fly: Accelerating Bielik With NVIDIA Minitron and Data Curator
NVIDIA Developer Advanced 2mo ago
Ollama AI: Easy Install & Model Download Guide
MLOps & LLMOps
Ollama AI: Easy Install & Model Download Guide
Kris Torrington | AI Automation Beginner 2mo ago
NVidia NVFP4 vs llama.cpp Q4: Faster Local LLMs But At What Quality?
MLOps & LLMOps
NVidia NVFP4 vs llama.cpp Q4: Faster Local LLMs But At What Quality?
Protorikis Beginner 2mo ago
Quantization float values to int8 buckets
MLOps & LLMOps
Quantization float values to int8 buckets
Tech Demystified Intermediate 2mo ago
Green Generative AI: How to Build Sustainable Artificial Intelligence
MLOps & LLMOps
Green Generative AI: How to Build Sustainable Artificial Intelligence
SH AI Academy Intermediate 2mo ago
Parallel Processing: Why GPUs Dominate AI
MLOps & LLMOps
Parallel Processing: Why GPUs Dominate AI
Preporato | AI for Engineers Beginner 2mo ago
Quantization
MLOps & LLMOps
Quantization
Tech Demystified Intermediate 2mo ago
How to Engineer AI Inference Systems [Philip Kiely] - 766
MLOps & LLMOps
How to Engineer AI Inference Systems [Philip Kiely] - 766
The TWIML AI Podcast with Sam Charrington Advanced 3mo ago
Live Webinar: IIT Bombay’s Certificate in AI Engineering and MLOps
MLOps & LLMOps
Live Webinar: IIT Bombay’s Certificate in AI Engineering and MLOps
Great Learning Advanced 3mo ago
Why Hallucinations Are Dangerous in AI Finance Agents
MLOps & LLMOps
Why Hallucinations Are Dangerous in AI Finance Agents
AI Agents Podcast Intermediate 3mo 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 3mo ago
Brevitas Quantization Library - Pablo Monteagudo Lago, AMD
MLOps & LLMOps
Brevitas Quantization Library - Pablo Monteagudo Lago, AMD
PyTorch Advanced 3mo ago
Thermomark E in [Reel Time]
MLOps & LLMOps
Thermomark E in [Reel Time]
Phoenix Contact Intermediate 1mo ago
Heretic 12B — Uncensored Gemma 4 Running Locally on Ollama (GPU Crash Included)
MLOps & LLMOps
Heretic 12B — Uncensored Gemma 4 Running Locally on Ollama (GPU Crash Included)
Prompt Engineer Intermediate 1mo ago
Ollama 0.30 — Run ANY GGUF Model + 20% Faster Performance
MLOps & LLMOps
Ollama 0.30 — Run ANY GGUF Model + 20% Faster Performance
Prompt Engineer Intermediate 1mo ago
🚨 Droht Deutschland wirklich der Blackout?
MLOps & LLMOps
🚨 Droht Deutschland wirklich der Blackout?
Phoenix Contact Intermediate 1mo ago
Emission-Free Emergency Power Supply for Traffic Tunnels Using Fuel Cells
MLOps & LLMOps
Emission-Free Emergency Power Supply for Traffic Tunnels Using Fuel Cells
Phoenix Contact Intermediate 1mo ago
I ran NVIDIA's new vision model locally — LocateAnything-3B on RTX 4060 8GB
MLOps & LLMOps
I ran NVIDIA's new vision model locally — LocateAnything-3B on RTX 4060 8GB
Prompt Engineer Beginner 1mo ago
CUTFOX CD in [Reel Time]
MLOps & LLMOps
CUTFOX CD in [Reel Time]
Phoenix Contact Intermediate 1mo ago
CUTFOX 10 & CF 3000 in [Reel Time]
MLOps & LLMOps
CUTFOX 10 & CF 3000 in [Reel Time]
Phoenix Contact Intermediate 1mo ago
UNIFOX-Mp 6-1 VDE in [Reel Time]
MLOps & LLMOps
UNIFOX-Mp 6-1 VDE in [Reel Time]
Phoenix Contact Intermediate 1mo ago
Blackout in Deutschland - sind wir wirklich sicher?
MLOps & LLMOps
Blackout in Deutschland - sind wir wirklich sicher?
Phoenix Contact Advanced 1mo ago
SBOW and Phoenix Contact: Mobile storage and fast charging solution for more flexibility
MLOps & LLMOps
SBOW and Phoenix Contact: Mobile storage and fast charging solution for more flexibility
Phoenix Contact Intermediate 2mo ago
LFM2.5-8B-A1B — Fastest Local AI Agent on a Laptop? (6 Tests)
MLOps & LLMOps
LFM2.5-8B-A1B — Fastest Local AI Agent on a Laptop? (6 Tests)
Prompt Engineer Advanced 2mo ago
Crimpfox 16S set in [Reel Time]
MLOps & LLMOps
Crimpfox 16S set in [Reel Time]
Phoenix Contact Intermediate 2mo ago
oMLX vs Ollama: Extreme Context, SSD KV Cache & Mac Crashes
MLOps & LLMOps
oMLX vs Ollama: Extreme Context, SSD KV Cache & Mac Crashes
Protorikis Beginner 2mo ago
Apple MLX vs llama.cpp: Which is Really Faster? (4 Runtimes - Ollama Included)
MLOps & LLMOps
Apple MLX vs llama.cpp: Which is Really Faster? (4 Runtimes - Ollama Included)
Protorikis Beginner 2mo ago
Wenn wir 3 x treffen, besucht ihr unseren Stand!
MLOps & LLMOps
Wenn wir 3 x treffen, besucht ihr unseren Stand!
Phoenix Contact Intermediate 3mo ago
📚 Continue on Coursera External links · Free to audit
1 / 3 View all →
Partition & Monitor AI Models Effectively
📚 External: Coursera ↗
Self-paced
Partition & Monitor AI Models Effectively
Opens on Coursera ↗
Production ML with Hugging Face
📚 External: Coursera ↗
Self-paced
Production ML with Hugging Face
Opens on Coursera ↗
AI Orchestration: From local models to cloud
📚 External: Coursera ↗
Self-paced
AI Orchestration: From local models to cloud
Opens on Coursera ↗
Optimizing Models for Production
📚 External: Coursera ↗
Self-paced
Optimizing Models for Production
Opens on Coursera ↗
Testing and Refining LLM Applications
📚 External: Coursera ↗
Self-paced
Testing and Refining LLM Applications
Opens on Coursera ↗
Production-Ready Multimodal ML Engineering
📚 External: Coursera ↗
Self-paced
Production-Ready Multimodal ML Engineering
Opens on Coursera ↗