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.
Chapter 1 : Documentation Look Around
Exploration of the new MLOps area. Introduction to MLFlow Machine Learning Framework.
Chapter 2 : Installation & Dependencies
We’ll need to install Conda and Docker for MLFlow. Of course we are going to cover the basics of Docker.
Chapter 3 : Concepts Overview
The three main pillars of MLFlow are:
- MLFlow Tracking
- MLFlow Projects
- MLFlow Models
Chapter 4 : MLFLow Tracking
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.
Chapter 5 : MLFLow Model
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.
German IT Academy
✔️ 100% Online
✔️ Low Difficulty
✔️ English Content
✔️ Practical Insights
✔️ Best Practice Tips
✔️ Certificate of Attendance
✔️ Worldwide recognition
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.
Certificate of Completion
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.
Theory enhanced by practical Examples
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.
Is the topic of this course very critical for your mission? Our Coaches are available for personal or in-house coaching.
5 out of 5 stars!
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Aditya A. –
Everything was good.