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Introduction to Building Web Components
Featuring Sean Tracey
You may have seen the term "Web Components" bandied around a lot in recent times - especially amongst front-end web developers.
Containers 101 Workshop
Featuring Mofe Salami
If you’re a software developer, chances are you’ve heard of mirco-services, Kubernetes, or Docker at some point in time. The industry has accepted each of these concepts as the de facto standard for modern software development due to the various advantages over traditional VM...bigdata containers microservices docker kubernetes
DIY Data Analytics with Apache Spark
Featuring Adam Roberts
Where do you start when analysing data? Want to know how you can use your Java and Scala skills to analyse data fully? Join this month's Big Data Developers with Adam Roberts! Don't miss it!data ibm machine-learning data-analytics java scala apache-spark
Java & the GPU - all you need to know
Featuring Steve Poole
Graphic processing units (GPUs) are not just for playing games. They play a huge role in accelerating applications that have a large number of parallelizable tasks such as machine learning, data analysis or similar. Learn how Java can exploit the power of GPUs to optimize high-performance...datapalooza data ibm gpu java performance machine-learning java-jit
Deep Learning Introduction with Tensorflow
Featuring Willem Hendriks
Let's play around together, and build something in Tensorflow. Willem Hendrik will start with the basics and hopefully get everybody enthusiastic about this emerging technology. He will then demonstrate a step by step method that will enable you to start building and training networks.datapalooza ibm data
Using Deep Learning to Design the Molecules of Tomorrow
Featuring Edward Pyzer-Knapp
In theory, there are more potential stable molecules than there are atoms in the universe. So how do we find new molecules for the drugs, materials, additives (etc) of the future? High-throughput virtual screening now allows us to scan millions of molecules, but this is still many orders of...
Probabilities and Logistic Regression
Featuring Nikolay Manchev
This session continues our education series of the mathematics underpinning machine learning algorithms. In this session we will do a quick refresher on basic probabilities and will cover Binary Logistic Regression. We will talk about the rules of probability and the Bernoulli distribution. We...datapalooza ibm data
Building an Open Source movie recommender using Apache Spark and IBM Cloud Data Services
Featuring Chris Snow
In this session, we provide a high level introduction to Collaborative Filtering using Apache Spark's ALS (alternating least squares) machine learning algorithm. We then walk through an example collaborative filtering web application for movie recommendations. The application is built using...