MLflow for Beginners
MLOps is a breed of Machine Learning and DevOps. The most popular framework in this niche is the MLFlow Framework. Do you need to create trackable, reproducible and scalable Machine Learning Applications? This Online Course willl teach you MLflow from scratch. Pre-Order Course – still in development.
Exploration of the new MLOps area. Introduction to MLFlow Machine Learning Framework.
We’ll need to install Conda and Docker for MLFlow. Of course we are going to cover the basics of Docker.
The three main pillars of MLFlow are:
- MLFlow Tracking
- MLFlow Projects
- MLFlow Models
Mlflow Tracking is an API and UI for
- logging parameters,
- code versions, metrics,
- and output files when running your machine learning code
- and for visualizing.
MLflow Model is a format for packaging machine learning models that can be used in a variety of downstream tools—e.g real-time serving via REST API or batch inference on AWS Sagemaker.
You’ll learn how to
- transform a model (tf, xgboost, …) into a MLflow Model Format
- test and deploy the model locally
✔️ 100% Online
✔️ Low Difficulty
✔️ English Content
✔️ Practical Insights
✔️ Best Practice Tips
✔️ Certificate of Attendance
✔️ Worldwide recognition
- Active Student -
Choosing German IT Academy was one of my best decision when it comes to investing in my own skill and career. This Academy and their tutors are obvisouly very close to the industry and have thus a brutal pragmatic approach. It's a total
- Instructor -
Andrey Bulezyuk is the founder of German IT Academy and an Instructor. He covers topics from Web Development, Data Science, Machine Learning.
He published a Book “Algorithmic Trading“, giving his readers the opportunity to learn how to code automatic trading systems for the Stock Market.
✔️ Open-Source Contributor
✔️ Full-Time Developer & Engineer
✔️ 7 days a week available
✔️ Available for Video Calls
✔️ EU-Wide Travel for In-House Coaching
After completing this Online-Course, you will receive a certificate of completion. This certificate can be used on your Resume to advance your career!
We always try and make our customers happy with some extra bonus material. There is a small surprise content waiting for you.
Time is Money. Therefore, our main objective is to teach you a skill as quickly as possible. So that you can go on and get a promotion or a new job.
5 out of 5 stars!
Only logged in customers who have purchased this product may leave a review.