Name: Introduction to MLflow
Brand: DataCamp
SKU: 2014440
Rating: 4.4 (7 reviews)

Course description

Learn how to use MLflow to simplify the complexities of building machine learning applications. Explore MLflow tracking, projects, models, and model registry.

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Self-Paced Online
Online
English

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In Company
Online
English

Training Course Content

Managing the end-to-end lifecycle of a Machine Learning application can be a daunting task for data scientists, engineers, and developers. Machine Learning applications are complex and have a proven track record of being difficult to track, hard to reproduce, and problematic to deploy.In this course, you will learn what MLflow is and how it attempts to simplify the difficulties of the Machine Learning lifecycle such as tracking, reproducibility, and deployment. After learning MLflow, you will have a better understanding of how to overcome the complexities of building Machine Learning applications and how to navigate different stages of the Machine Learning lifecycle.Throughout the course, you will deep dive into the four major components that make up the MLflow platform. You will explore how to track models, metrics, and parameters with MLflow Tracking, package reproducible ML code using MLflow Projects, create and deploy models using MLflow Models, and store and version control models using Model Registry.As you progress through the course, you will also learn best practices of using MLflow for versioning models, how to evaluate models, add customizations to models, and how to build automation into training runs. This course will prepare you for success in managing the lifecycle of your next Machine Learning application.

Course delivery details

This course is sold as part of a subscription. You may purchase it individually, or it can also be purchased in bulk for your teams training needs.

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Reviews

Average rating 4.4

Based on 7 reviews.

Reviews are published according to our review policy.

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Anonymous

5/5

14 Nov 2024

Very good introduction

Anonymous

4/5

10 Oct 2024

It is a perfect introduction. I would love it more if hands on project. that’s the best way to summarize everything. I might pay extra if that what it takes DataCamp to do so.

Anonymous

5/5

14 Dec 2023

good course

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DataCamp

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DataCamp

DataCamp offers a comprehensive platform for learning data skills, specializing in training individuals and teams in data science, analytics, and AI. With a focus on interactive, hands-on learning, DataCamp provides courses across key programming languages such as Python, R, SQL,...

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Introduction to MLflow

Course description

Upcoming start dates

Start Anytime!

Start Anytime!

Upcoming start dates

Training Course Content

Course delivery details

Why choose DataCamp

Reviews

Average rating 4.4

DataCamp

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