YoVDO

Clean Architecture: How to Structure ML Projects to Reduce Technical Debt

Offered By: GAIA via YouTube

Tags

Machine Learning Courses Data Science Courses Fintech Courses Software Engineering Courses Clean Architecture Courses Technical Debt Courses Code Management Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Learn how to structure machine learning projects using the Clear Architecture framework to reduce technical debt and improve productivity in this 25-minute conference talk. Discover actionable software engineering principles tailored for data-intensive applications, and gain insights into essential programming concepts that enable effective project management. Explore techniques to maintain and organize your codebase with minimal effort, empowering data scientists to enhance their project structure throughout the lifecycle. Benefit from the speaker's diverse experience in fintech, mobile gaming, and quantitative research as he shares practical strategies for implementing clean architecture in data science projects.

Syllabus

Clean Architecture: How to Structure Your ML Projects to Reduce Technical Debt by Laszlo Sragner


Taught by

GAIA

Related Courses

Data Analysis
Johns Hopkins University via Coursera Computing for Data Analysis
Johns Hopkins University via Coursera Scientific Computing
University of Washington via Coursera Introduction to Data Science
University of Washington via Coursera Web Intelligence and Big Data
Indian Institute of Technology Delhi via Coursera