trojrobert / MLOps_roadmap_and_curriculum
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 solve real life problems
☆184Updated 2 years ago
Alternatives and similar repositories for MLOps_roadmap_and_curriculum:
Users that are interested in MLOps_roadmap_and_curriculum are comparing it to the libraries listed below
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆78Updated last year
- Preparation for Machine Learning Interview☆178Updated 2 months ago
- ML Zoomcamp fall 2021 homework and stuff☆62Updated 2 years ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆130Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated last year
- MLOps hands-on notes, notebooks and scripts of months of learning☆23Updated 2 years ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆209Updated 2 years ago
- I will share about Machine Learning and Deep Learning.☆111Updated last year
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- The repository will contain a list of projects which we will work on while reading the books of Natural Language Processing & Transformer…☆71Updated last year
- Demo for CI/CD in a machine learning project☆95Updated last year
- Awesome MLOps Course Outline☆34Updated 2 years ago
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆165Updated 4 months ago
- ☆31Updated last year
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated 11 months ago
- Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng☆353Updated last year
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆263Updated 10 months ago
- Demo Computer Vision Project☆61Updated last year
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆37Updated last year
- Learn how to create reliable ML systems by testing code, data and models.☆85Updated 2 years ago
- Machine Learning Engineering with Python☆178Updated last year
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- A collection of awesome machine learning repositories☆28Updated 3 years ago
- Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)☆59Updated 3 years ago
- I will implement Fastai in each projects present in this repository.☆63Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆258Updated 2 years ago
- Kaggle Pipeline for tabular data competitions☆204Updated 6 months ago
- ☆38Updated 3 years ago
- A repository for all ZenML projects that are specific production use-cases.☆235Updated 3 weeks ago
- Software Architecture for ML engineers☆393Updated 2 years ago