Applied AI

MLOps & LLMOps

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

883
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 508 Reads 375
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Designing Machine Learning Systems | Chapter 7: Model Deployment & Prediction Service
MLOps & LLMOps
Designing Machine Learning Systems | Chapter 7: Model Deployment & Prediction Service
onepagecode Beginner 1w 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 2w ago
Greenhouse Tomato Harvest Hack
MLOps & LLMOps
Greenhouse Tomato Harvest Hack
BuildVerse Tools Beginner 3w 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 3w 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 4w 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
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
How Neuroplasticity Works Throughout The Lifetime
MLOps & LLMOps
How Neuroplasticity Works Throughout The Lifetime
LAPU Digital Learning Solutions Beginner 1mo ago
MLFlow Crash Course: MLOps in Python
MLOps & LLMOps
MLFlow Crash Course: MLOps in Python
NeuralNine Beginner 1mo ago
Learning Without Forgetting with Self-Distillation?
MLOps & LLMOps
Learning Without Forgetting with Self-Distillation?
Deep Learning with Yacine Beginner 1mo ago
How Self-Distillation is Similar to Human Learning?
MLOps & LLMOps
How Self-Distillation is Similar to Human Learning?
Deep Learning with Yacine Beginner 1mo ago
Ollama AI: Easy Install & Model Download Guide
MLOps & LLMOps
Ollama AI: Easy Install & Model Download Guide
Kris Torrington | AI Automation Beginner 1mo 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 1mo ago
Parallel Processing: Why GPUs Dominate AI
MLOps & LLMOps
Parallel Processing: Why GPUs Dominate AI
Preporato | AI for Engineers Beginner 1mo 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 2mo ago
Toy Augmented Generation Project to a Production-Ready AI System
MLOps & LLMOps
Toy Augmented Generation Project to a Production-Ready AI System
codebasics Beginner 2mo ago
How Do We Get MASSIVE Model To Run On Device? Quantization Explained.
MLOps & LLMOps
How Do We Get MASSIVE Model To Run On Device? Quantization Explained.
Tim Carambat Beginner 2mo ago
AI Mind Talks #4: Scaling Enterprise AI — with HiBob Head of AI Core Unit Yoni Friedman
MLOps & LLMOps
AI Mind Talks #4: Scaling Enterprise AI — with HiBob Head of AI Core Unit Yoni Friedman
HiBob, modern HR made for modern business Beginner 2mo ago
Skills in LangSmith Fleet
MLOps & LLMOps
Skills in LangSmith Fleet
LangChain Beginner 3mo ago
103 Edge AI On Device Intelligence
MLOps & LLMOps
103 Edge AI On Device Intelligence
Sinsavk AI for beginners Beginner 3mo ago
W&B Mobile App for iOS is live!
MLOps & LLMOps ⚡ AI Lesson
W&B Mobile App for iOS is live!
Weights and Biases W&B Beginner 3mo ago
AI Inference Explained: How AI Actually Produces Answers
MLOps & LLMOps ⚡ AI Lesson
AI Inference Explained: How AI Actually Produces Answers
GenAI Geek Beginner 3mo ago
Trustworthy MLOps & LLMOps - Part2 | Introduction
MLOps & LLMOps ⚡ AI Lesson
Trustworthy MLOps & LLMOps - Part2 | Introduction
BrainOmega Beginner 3mo ago
Getting started with Weights & Biases for robotics
MLOps & LLMOps ⚡ AI Lesson
Getting started with Weights & Biases for robotics
Weights and Biases W&B Beginner 4mo ago
Must Know skills as an AI/ML Architect | AI/ML Architect Skills 2026 #simplilearn #shorts
MLOps & LLMOps
Must Know skills as an AI/ML Architect | AI/ML Architect Skills 2026 #simplilearn #shorts
Simplilearn Beginner 4mo ago
Trustworthy MLOps & LLMOps - Part1 | Introduction
MLOps & LLMOps ⚡ AI Lesson
Trustworthy MLOps & LLMOps - Part1 | Introduction
BrainOmega Beginner 4mo ago
Inside Azure Machine Learning Workspace
MLOps & LLMOps ⚡ AI Lesson
Inside Azure Machine Learning Workspace
Coursera Beginner 4mo ago
Learn MLOps with MLflow and Databricks – Full Course for Machine Learning Engineers
MLOps & LLMOps ⚡ AI Lesson
Learn MLOps with MLflow and Databricks – Full Course for Machine Learning Engineers
freeCodeCamp.org Beginner 4mo ago
Secure Model Serving in AI Systems Explained in 60 Seconds | Protecting Deployed Models
MLOps & LLMOps
Secure Model Serving in AI Systems Explained in 60 Seconds | Protecting Deployed Models
1 Minute Glossary - AI ML Beginner 5mo ago
Explainability Drift in AI Models Explained in 60 Seconds | When Explanations Quietly Break
MLOps & LLMOps
Explainability Drift in AI Models Explained in 60 Seconds | When Explanations Quietly Break
1 Minute Glossary - AI ML Beginner 5mo ago
MLOps vsLLMops vs AgentOps#largelanguagemodels#agenticai#machinelearning#datascience#mlops#llmops#ai
MLOps & LLMOps
MLOps vsLLMops vs AgentOps#largelanguagemodels#agenticai#machinelearning#datascience#mlops#llmops#ai
Data Science Made Easy Beginner 5mo ago
LangSmith vs Langfuse: Build vs Monitor LLM Apps Explained
MLOps & LLMOps
LangSmith vs Langfuse: Build vs Monitor LLM Apps Explained
Analytics Vidhya Beginner 5mo ago
Don't Waste 2026 Competing Against PhDs (MLOps vs ML Engineer)
MLOps & LLMOps ⚡ AI Lesson
Don't Waste 2026 Competing Against PhDs (MLOps vs ML Engineer)
Zen van Riel Beginner 5mo ago
What are we Going To Learn In 2026
MLOps & LLMOps
What are we Going To Learn In 2026
Krish Naik Beginner 6mo ago
The Surprising Science of Creating Petrol from Crude Oil Instantly
MLOps & LLMOps
The Surprising Science of Creating Petrol from Crude Oil Instantly
Nex Wealth Beginner 6mo ago
Trace OpenRouter Calls to LangSmith — No Code Changes Needed
MLOps & LLMOps
Trace OpenRouter Calls to LangSmith — No Code Changes Needed
LangChain Beginner 6mo ago
How Sierra AI Does Context Engineering
MLOps & LLMOps ⚡ AI Lesson
How Sierra AI Does Context Engineering
MLOps.community Beginner 7mo ago
Unlock AI Feedback: Don't Waste Valuable Data! #shorts
MLOps & LLMOps ⚡ AI Lesson
Unlock AI Feedback: Don't Waste Valuable Data! #shorts
AI Anytime Beginner 7mo ago
MLOps Full Course for [2026] -12 hour | MLOps for Beginners | What is MLOps? | Edureka Live
MLOps & LLMOps
MLOps Full Course for [2026] -12 hour | MLOps for Beginners | What is MLOps? | Edureka Live
edureka! Beginner 7mo ago
The $2B Company Cutting AI Costs By 60% | Tuhin Srivastava
MLOps & LLMOps
The $2B Company Cutting AI Costs By 60% | Tuhin Srivastava
Weights & Biases Beginner 7mo ago
The Future of Finance Infrastructure: Stablecoins, CBDCs & Tokenisation
MLOps & LLMOps
The Future of Finance Infrastructure: Stablecoins, CBDCs & Tokenisation
Couchonomics with Arjun Beginner 7mo ago
AI Governance at Breaking Point
MLOps & LLMOps ⚡ AI Lesson
AI Governance at Breaking Point
MLOps.community Beginner 9mo ago
🔥MLOps Engineer Salary in 2026 |
MLOps & LLMOps
🔥MLOps Engineer Salary in 2026 |
Simplilearn Beginner 9mo 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
Canary Release in AI Systems Explained in 60 Seconds | Safer Model Rollouts
MLOps & LLMOps
Canary Release in AI Systems Explained in 60 Seconds | Safer Model Rollouts
1 Minute Glossary - AI ML Beginner 5mo ago
Model Versioning in Machine Learning Explained in 60 Seconds | What is Model Versioning?
MLOps & LLMOps ⚡ AI Lesson
Model Versioning in Machine Learning Explained in 60 Seconds | What is Model Versioning?
1 Minute Glossary - AI ML Beginner 5mo ago
Is Open Source Software Actually Secure?
MLOps & LLMOps
Is Open Source Software Actually Secure?
MLOps.community Beginner 9mo ago
📚 Continue on Coursera External links · Free to audit
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Optimizing Models for Production
📚 External: Coursera ↗
Self-paced
Optimizing Models for Production
Opens on Coursera ↗
Optimize and Manage Your ML Codebase
📚 External: Coursera ↗
Self-paced
Optimize and Manage Your ML Codebase
Opens on Coursera ↗
Detect AI Anomalies: Real-Time Outliers
📚 External: Coursera ↗
Self-paced
Detect AI Anomalies: Real-Time Outliers
Opens on Coursera ↗
Production ML with Hugging Face
📚 External: Coursera ↗
Self-paced
Production ML with Hugging Face
Opens on Coursera ↗
Machine Learning with Databricks and MLflow
📚 External: Coursera ↗
Self-paced
Machine Learning with Databricks and MLflow
Opens on Coursera ↗
Deploy ML Models to Production
📚 External: Coursera ↗
Self-paced
Deploy ML Models to Production
Opens on Coursera ↗