ml-engineering

There are 2 repositories under ml-engineering topic.

tensorzero
tensorzero / tensorzero
TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.
ai artificial-intelligence deep-learning gpt llm llmops llms machine-learning rust ml mlops anthropic llama openai generative-ai ai-engineering python ml-engineering large-language-models genai
Language:Rust 10519
BentoML
bentoml / BentoML
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
ai-inference deep-learning generative-ai inference-platform llm llm-inference llm-serving llmops machine-learning ml-engineering mlops model-inference-service model-serving multimodal python
Language:Python 8187
ai-data-science-team
business-science / ai-data-science-team
An AI-powered data science team of agents to help you perform common data science tasks 10X faster.
agents ai ai-engineer ai-engineering copilot data-science data-scientist generative-ai gpt machine-learning ml-engineer ml-engineering openai
Language:Python 2616
kennethleungty / MLOps-Specialization-Notes
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
andrew-ng course coursera data-science deep-learning deeplearningai machine-learning machine-learning-engineering machine-learning-ops ml-engineering ml-engineering-for-production mlops notes
375
vukrosic / ultimate-ai-research-and-engineering-course
Ultimate AI research and engineering course
ai ai-engineering ai-research airesearch arxiv ml ml-engineering
Language:Jupyter Notebook 35
ai-ml-project-template
ZenithClown / ai-ml-project-template
A "production-ready" simple project template to quickly start an Artificial Intelligence (AI), Machine Learning (ML) and/or Data Science (DS) project with basic files, branches and directory structure.
deep-learning jupyter-notebook keras ml-engineering ml-platform ml-production ml-project ml-roadmap mlops template tensorflow
28
jmeisele / ml-ops-kafka
Kafka variant of the MLOps Level 1 stack
kafka machine-learning ml-engineering data-science mlops fastapi airflow minio influxdb python grafana mlflow prometheus
Language:Python 26
jmeisele / fastapi-ml-scaffolding
Scaffolding for serving ml model APIs using FastAPI
data-science engineering machine-learning ml-engineering
Language:Python 25
hurutoriya / mlops-case-study
MLOps Case Study
mlops awesome datascience ml-engineering machine-learning
24
demml / opsml
Quality Control for AI Artifact Management
data-science deep-learning machine-learning mlops model-deployment governance monitoring ai artificial-intelligence data-engineering open-source python3 ml-engineering ml-platform ml-platform-infra generative-ai llm-ops rust
Language:Rust 21
anomaly-detection-platform
koushikvikram / anomaly-detection-platform
🔥🔥🔥🔥🧊🔥🔥 A Data Platform for Monitoring and Detecting Anomalies in Real-Time.
docker grafana prometheus jupyter-notebook python anomaly-detection machine-learning mlops fastapi ml-platform ml-engineering caddy ml-deployment koushik-vikram koushikvikram dashboard real-time-machine-learning real-time-monitoring ml-monitoring
Language:Jupyter Notebook 18
ml4devs / ml4devs-notebooks
Companion notebooks for blogs/tutorials on ML4Devs website.
data-engineering data-science machine-learning ml-engineering
Language:Jupyter Notebook 18
knap-ai / knapsack
Fast, private data connectors for AI ⚡️🤖
artificial-intelligence data-engineering ml-engineering
Language:Python 16
aisingapore / bmad-aisg-aiml
BMAD AI/ML Engineering Expansion Pack - Streamlined framework for AI Singapore programs (MVP, POC, SIP, LADP) with specialized agents, workflows, and templates for ML/LLM development
ai-ethics ai-singapore aiml bmad bmad-method data-science llm machine-learning ml-engineering mlops rag
15
aws-samples / amazon-sagemaker-predict-accessibility
Build end-to-end Machine Learning pipeline to predict accessibility of playgrounds in NYC
sagemaker sagemaker-deployment autopilot glue athena etl-pipeline etl-solutions ml-engineering serverless
Language:Jupyter Notebook 15
gdmarmerola / big-data-ml-training
Code for "Training models when data doesn't fit in memory" post
machine-learning dask-distributed dask-ml dask ml-engineering
Language:Jupyter Notebook 13
notes-and-demos
AlexIoannides / notes-and-demos
Study notes and demos.
data-engineering data-science ml-engineering mlops python
12
abhijeetgupta23 / Box-Detection-in-Warehouse-using-Vision-Based-ML-Engineering
This Repo contains a Box Detection Application capable of identifying box containers in conveyor belt pictures.
computer-vision docker fastapi machine-learning ml-engineering mlops object-detection
Language:Jupyter Notebook 10
jesussantana / DeepLearning.AI-Introduction-to-Machine-Learning-in-Production
In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process for developing, deploying, and continuously improving a productionized ML application.
ml-lifecycle ml-deployment machine-learning ml-engineering mlops
Language:Jupyter Notebook 9
lfunderburk / fuel-electric-hybrid-vehicle-ml
Vehicle data classification (supervised, unsupervised learning)
consumer-insights data-pipeline ml-engineering ml-ops sustainability-analysis
Language:Jupyter Notebook 9
Nikolay-Lysenko / servifier
An easy-to-use tool for making web service with API from your own Python functions.
api-maker apify ml-engineering model-to-production web-service
Language:Python 8
akashdip2001 / ML-Machine-Learning
machine-learning ml-engineering numpy numpy-tutorial pandas-python pandas-tutorial python python-tutorial
Language:HTML 7
0-mostafa-rezaee-0 / ML_API_with_FastAPI_and_Docker
ML Engineering best practices | ML model deployment as a FastAPI service, containerized with Docker for scalability and reproducibility.
api docker fast mlengineering machine-learning ml-engineering
Language:Jupyter Notebook 5
0-mostafa-rezaee-0 / ML_API_with_PostgreSQL_Integration
ML Engineering best practices | Deploying an ML API with FastAPI, PostgreSQL, and Docker for scalable model storage and inference.
api docker fastapi machine-learning ml-engineering mlengineering postgresql
Language:Jupyter Notebook 5
ES7 / ML-Algorithms
In this repository I have explained different ML Algorithms with their code.
ml ml-algorithms ml-engineering machine-learning-algorithms
Language:Jupyter Notebook 5
AIFlowML / hyperparams
HyperParams: A Decentralized Framework for AI Agent Assessment and Certification
agent agents evaluation evaluation-framework evaluation-functions evaluation-kit evaluation-metrics evaluation-test ml ml-engineering
4
akashsonowal / interview-prep
Crack SWE (ML) / DS MAANG Interviews
python jax pytorch tensorflow algorithms data-structures ml-engineering mlops large-scale-machine-learning distributed-systems
Language:Python 4
murphy999 / Udacity-Azure-ML-Scholarship
The work shown in this repository is part of the Udacity scholarship program in collaboration with Microsoft for Machine Learning Engineer Nanodegree.
azure azureml ml ml-engineering mlops
Language:Jupyter Notebook 4
deepmancer / deepmancer
"When in doubt, use brute force." - Ken Thompson
computer-science computer-vision deep-learning ml-engineering multimodal-deep-learning natural-language-processing software-engineering
3
gershonc / mlflow_showcase
Showcase of MLflow capabilities
ml ai mlflow tracking-algorithm ml-infrastructure ml-engineering ml-pipeline model-deployment model-development model-testing
Language:Jupyter Notebook 3
MurtazaNaiyar / ML-Engineering
All About ML Engineering
data-science machine-learning ml-engineering
Language:Python 3
souravlouha / ML_Practice_Studio
🧠A hands-on workspace for practicing machine learning concepts, data preprocessing, and experimenting with small ML projects. This repo includes foundational Python scripts, real-world mini-projects, and experiments that reflect a progressive learning journey in applied machine learning.
ai-agents ai-framework data-analysis data-cleaning data-collection data-visualization image-classification image-processing image-recognition ml-engineering ml-frameworks ml-models ml-pipelines ml-project nural-network
Language:Jupyter Notebook 3
Md-Emon-Hasan / ML-Project-Intrusion-Detection-Systems-Anomaly-Detection-with-ML-DL
🔒 Leverages Machine Learning and Deep Learning models to identify malicious activities in network traffic, enhancing cybersecurity.
anomaly-detection anomalydetection artificial-intelligence cnn cyber-security data-science ensemble hybrid-model lstm lstm-neural-networks machine-learning ml network-security anomaly anomaly-detection-algorithm deep-learning neural-network eda flask ml-engineering
Language:Jupyter Notebook 2
Rudra-G-23 / 100-Days-of-ML
A complete and in-depth machine learning resource containing detailed notes, mathematical explanations, Python code, and Jupyter notebooks., and lectures.
data-science feature-engineering feature-extraction feature-selection machine-learning math-for-data-science ml-algorithms ml-algorithms-from-scratch ml-engineering ml-resources ml-tutorial numpy sklearn gradient-descent-algorithm regression-models regularization rudra-prasad-bhuyan
Language:Jupyter Notebook 2
s3bu7i / ML-Breast-Cancer-Classifier
ml ml-engineering model algorithms-and-data-structures
Language:Python 2
taed2-2425q1-gced-upc / TAED2_Mates
This project fine-tunes a MobileNetV2 model for dog breed classification using labeled image data. It emphasizes strong software engineering practices such as version control, modular code, and continuous integration, ensuring a scalable, maintainable machine learning pipeline with experiment tracking.
dvc ml-engineering mlflow
Language:HTML 2

ml-engineering

tensorzero / tensorzero

bentoml / BentoML

business-science / ai-data-science-team

kennethleungty / MLOps-Specialization-Notes

vukrosic / ultimate-ai-research-and-engineering-course

ZenithClown / ai-ml-project-template

jmeisele / ml-ops-kafka

jmeisele / fastapi-ml-scaffolding

hurutoriya / mlops-case-study

demml / opsml

koushikvikram / anomaly-detection-platform

ml4devs / ml4devs-notebooks

knap-ai / knapsack

aisingapore / bmad-aisg-aiml

aws-samples / amazon-sagemaker-predict-accessibility

gdmarmerola / big-data-ml-training

AlexIoannides / notes-and-demos

abhijeetgupta23 / Box-Detection-in-Warehouse-using-Vision-Based-ML-Engineering

jesussantana / DeepLearning.AI-Introduction-to-Machine-Learning-in-Production

lfunderburk / fuel-electric-hybrid-vehicle-ml

Nikolay-Lysenko / servifier

akashdip2001 / ML-Machine-Learning

0-mostafa-rezaee-0 / ML_API_with_FastAPI_and_Docker

0-mostafa-rezaee-0 / ML_API_with_PostgreSQL_Integration

ES7 / ML-Algorithms

AIFlowML / hyperparams

akashsonowal / interview-prep

murphy999 / Udacity-Azure-ML-Scholarship

deepmancer / deepmancer

gershonc / mlflow_showcase

MurtazaNaiyar / ML-Engineering

souravlouha / ML_Practice_Studio

Md-Emon-Hasan / ML-Project-Intrusion-Detection-Systems-Anomaly-Detection-with-ML-DL

Rudra-G-23 / 100-Days-of-ML

s3bu7i / ML-Breast-Cancer-Classifier

taed2-2425q1-gced-upc / TAED2_Mates