marvelousmlops / mlops-roadmap-2024
☆276Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for mlops-roadmap-2024
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆290Updated 3 months ago
- Start building and deploying Python packages and Docker images for MLOps tasks.☆332Updated 3 months ago
- Real-time Feature Pipelines in Python ⚡☆236Updated 7 months ago
- 🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, buildin…☆869Updated 7 months ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆124Updated last year
- Tutorials for the Hopsworks Platform☆250Updated 2 weeks ago
- A curated list of data science & AI guided projects to start building your portfolio☆336Updated 6 months ago
- Machine Learning for Imbalanced Data, published by Packt☆261Updated 5 months ago
- Kickstart your MLOps initiative with a flexible, robust, and productive Python package.☆653Updated 3 months ago
- Code files for advanced LLM Course☆178Updated 7 months ago
- Train and Deploy an ML REST API to predict crypto prices, in 10 steps☆755Updated 5 months ago
- Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022☆366Updated last year
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…☆184Updated 2 years ago
- ☆134Updated 6 months ago
- Friendly link to all of my medium articles☆171Updated 8 months ago
- Machine Learning In Production (MLOps)☆80Updated this week
- [Book-2021] Practical MLOps O'Reilly Book☆715Updated 4 months ago
- A simple template for Cybulde project☆66Updated 2 months ago
- Scalable Machine Learning and Deep Learning, Final Project, 2023/2024☆203Updated last month
- A curated list of articles and tutorials to start with and understand generative AI☆298Updated 6 months ago
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆253Updated 8 months ago
- Learn by doing: DIY project groups at DataTalks.Club☆376Updated 5 months ago
- Writing clean and optimized Python code☆535Updated 2 months ago
- Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)☆138Updated last year
- Practical LangChain tutorials for LLM applications development☆131Updated last month
- Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng☆349Updated last year
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆58Updated last year
- A curated list of roadmaps covering different skills data science & AI careers and skills☆185Updated last month
- Repository with code examples of mlflow☆63Updated last week