List: MLOps and Data Engineering | Curated by Manuel E. de Paz Carmona

Oct 17, 2022
9 stories
MLOps and Data EngineeringAn incipient list of articles on how to operate and carry out projects involving cognitive models of data science. There is no single answer to the question of how difficult it is to produce machine learning models.
In
TDS Archive
by
Amal Hasni
Split Your Jupyter Notebooks (In 2 Lines of Code)Is Your Notebook Too Large?
Oct 17, 2022
2
Oct 17, 2022
2
In
Towards AWS
by
Othmane Hamzaoui
A lift and shift approach for getting started with Amazon SageMakerHow to run your code on Amazon SageMaker with as little change as possible
Nov 21, 2022
1
Nov 21, 2022
1
In
Encora Technology Practices
by
Encora
What We Learned by Serving Machine Learning Models Using AWS LambdaMoving machine learning (ML) models from training to serving in production at scale is an open problem. Many software vendors and cloud…
Oct 30, 2018
2
Oct 30, 2018
2
In
TDS Archive
by
Param Popat
Optimize your CPU for Deep Learning.This article will discuss in detail about steps required to optimize your system’s CPU to carry on Deep Learning experimentation.
May 8, 2019
5
May 8, 2019
5
In
VSINGHBISEN
by
Vikram Singh Bisen
What is Human in the Loop Machine Learning: Why & How Used in AI?In today’s era, mechanization taking place everywhere with a new age of development in more automated systems, applications, and robots…
May 20, 2020
1
May 20, 2020
1
In
Agile Insider
by
Ryan Dingler
Creating a Data Strategy for Machine Learning as a Product ManagerFrameworks and examples from 15 product experts at leading technology companies
Jun 12, 2019
Jun 12, 2019
In
TDS Archive
by
Bennett Lambert
Building an Open Source ML Pipeline: Part 1Getting Started with our Pipeline — Data Acquisition and Storage.
Apr 11, 2022
2
Apr 11, 2022
2
In
Slalom Data & AI
by
Jack Sandom
MLOps Part 1: Assessing Machine Learning MaturityThe challenges around making machine learning projects successful and MLOps maturity
May 11, 2020
May 11, 2020
In
Slalom Data & AI
by
Robert Sibo
ML Ops: Evolving & Sustaining InnovationMany great examples of technological advancements becoming a competitive advantage boil down to being able to re-create it in a scalable…
Apr 1, 2020
Apr 1, 2020