AI News, Building and deploying large-scale machine learning applications

Building and deploying large-scale machine learning applications

Subscribe to the O'Reilly Data Show Podcast to explore the opportunities and techniques driving big data and data science.

In this episode of the O’Reilly Data Show, I spoke with Danny Bickson, co-founder and VP at Dato, and the principal organizer of the Data Science Summit (full disclosure: I’m a member of the conference organizing committee).

He has continued to keep tabs on the latest developments in recommenders and continues to help organize workshops on related topics throughout the world.

In recent years Bickson has turned his focus toward helping companies deploy machine learning systems in production in a wide range of real-world settings.

… Once we started to package algorithms on top of the framework, then we became way more popular because people wanted to use pre-made building blocks.

… When we started to compete using our code, we actually did something that was counter-intuitive: we shared our code during the competition, and then people, if they downloaded it, could improve their own results.

… [where] you also know the day of the week, and the time, and which type of iPhone the user had, and what the user's age and zip code are, what the item color and price is, and so on.

But the good news is that we hired some of the people behind MXNet, which is one of the emerging deep learning platforms, and there you have a lot of other algorithms, including RNN, and you also have features like support of multiple GPUs.

Database programming tutorial: What are databases? | lynda.com

This tutorial explores the many uses of databases and describes their benefits, including data integrity and security. Watch more at ...

Relational Database Concepts

Basic Concepts on how relational databases work. Explains the concepts of tables, key IDs, and relations at an introductory level. For more info on Crow's Feet ...

The 7 Steps of Machine Learning

How can we tell if a drink is beer or wine? Machine learning, of course! In this episode of Cloud AI Adventures, Yufeng walks through the 7 steps involved in ...

A Guide to Building Your First Decentralized Application

Only a few days left to signup for my Decentralized Applications course! Web 3.0 is here! Welcome to the dark side of web and mobile ..

How to Draw Data Flow Diagram?

This video is about Data Flow Diagram (DFD) - What is DFD? How DFD works? How to draw a DFD in Visual Paradigm? You can also checkout the examples ...

Intro to Scrum in Under 10 Minutes

For Scrum software, visit: Scrum Overview Diagram:: What is Agile Scrum? Learn Scrum in under 10 minutes .

An Introduction to GPU Programming with CUDA

Only a few days left to signup for my Decentralized Applications course! If you can parallelize your code by harnessing the power of the ..

Binary Numbers and Base Systems as Fast as Possible

Binary numbers, man... How do they work? Get a FREE 7 day trial for lynda.com here: Follow Taran on Twitter @taranvh

Generate Rap Lyrics - Fresh Machine Learning #4

Only a few days left to signup for my Decentralized Applications course! This episode of Fresh Machine Learning is about generating ..

Build a TensorFlow Image Classifier in 5 Min

Only a few days left to signup for my Decentralized Applications course! In this episode we're going to train our own image classifier to ..