Machine Learning Archives

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Machine Learning

Building a Pizza Delivery Service with a Real-Time Analytics Stack

Machine Learning Modeling Europe 2023posted by ODSC Community May 22, 2023

Editor’s note: Mark Needham is a speaker for ODSC Europe this June. Be sure to check out his talk, “Building a Real-time Analytics Application for a Pizza Delivery Service,” there! Gartner defines Real-Time Analytics as follows: Real-time analytics is the discipline that applies logic and mathematics... Read more

Streaming Machine Learning Without a Data Lake

Machine Learning Modeling Europe 2023posted by ODSC Community May 22, 2023

Editor’s note: Kai Waehner is a speaker for ODSC Europe this June. Be sure to check out his talk, “Apache Kafka for Real-Time Machine Learning Without a Data Lake,” there! The combination of data streaming and machine learning (ML) enables you to build one scalable, reliable,... Read more

Financial Market Challenges and ML-Supported Asset Allocation

Machine Learning Modeling Europe 2023posted by ODSC Community May 22, 2023

Editor’s note: Peter Schwendner, PhD is a speaker for ODSC Europe this June. Be sure to check out his talk, “ML Applications in Asset Allocation and Portfolio Management,” there! The year 2022 presented two significant turnarounds for tech: the first one is the immediate public visibility... Read more

Production Machine Learning for Mission-Critical Applications

Machine Learning Modeling Europe 2023posted by ODSC Community May 22, 2023

Editor’s note: Robert Crowe is a speaker for ODSC Europe this June. Be sure to check out his talk, “Production ML for Mission-Critical Applications,” there! Deploying advanced machine learning technology to serve customers and/or business needs requires a rigorous approach and production-ready systems. This is especially... Read more

sktime – Python Toolbox for Machine Learning with Time Series

Machine Learning Modeling Europe 2023 Time Seriesposted by ODSC Community May 16, 2023

Editor’s note: Franz Kiraly is a speaker for ODSC Europe this June. Be sure to check out his talk, “sktime – Python Toolbox for Machine Learning with Time Series,” there! Welcome to sktime, the open community and Python framework for all things time series. Here’s what... Read more

Architecting the Edge for AI and ML

Machine Learning Modelingposted by ODSC Community April 14, 2023

Believe it or not, the Raspberry Pi came out 11 years ago. In that time, single board computers (SBCs) have gotten unbelievably powerful. During this same decade every major telecom provider started rolling out 5G services. Oh, and by the way, AlexNet, the neural network that completely... Read more

Is Machine Learning Necessary to Solve Problems in Biology?

Machine Learning Modeling East 2023posted by ODSC Community April 10, 2023

Editor’s note: Joshy George is a speaker for ODSC East this May 9th-11th. Be sure to check out his talk, “Is Machine Learning Necessary to Solve Problems in Biology,” there! The French mathematician Pierre-Simon Laplace suggested that we can accurately predict the universe’s future if we... Read more

Powering Millions of Real-Time Decisions with LyftLearn Serving

Machine Learning Modelingposted by ODSC Community April 6, 2023

Editor’s note: Hakan Baba and Mihir Mathur are speakers for ODSC East 2023 this May. Be sure to check out their talk, “Powering Millions of Real-time Decisions with Distributed Model Serving,” there! Hundreds of millions of real-time decisions are made each day at Lyft by online... Read more

Using Azure ML to Train a Serengeti Data Model for Animal Identification

Machine Learning Modeling Azure Microsoftposted by ODSC Community March 29, 2023

Article on Azure ML by Bethany Jepchumba and Josh Ndemenge of Microsoft In this article, I will cover how you can train a model using Notebooks in Azure Machine Learning Studio. To get the data, you will need to follow the instructions in the article: Create... Read more

4 Reasons Why Declarative ML Makes Sense for Engineers

Machine Learning Modelingposted by ODSC Community March 16, 2023

Machine learning is starting to go mainstream, graduating out of the research lab and making its way into products. In fact, every engineering team we’ve worked on has had an item on their roadmap that went something like “Improve with machine learning”. But “doing... Read more