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The Agile Data Warehouse - Beginners

Featuring Philip Wills and Lindsey Dew

How can a small team with a limited budget enable the analysis of large volumes of data in a world of constantly changing requirements?

agile bigdata datascience infiniteconf

Word Embeddings for Natural Language Processing with Python - Beginners

Featuring Marco Bonzanini

Word embeddings are a family of Natural Language Processing (NLP) algorithms where words are mapped to vectors in low-dimensional space. The interest around word embeddings has been on the rise in the past few years, because these techniques have been driving important improvements in many NLP...

python bigdata infiniteconf machine-translation nlp natural-language-processing

Is Julia the Future for Big Data Analytics?

Featuring Malcolm Sherrington

Julia was originally seen as a replacement for programming languages such as Matlab when tackling problems in the scientific domain. In the world of Big Data, Python and R are currently seen to be stand supreme. However the growth of data over the next five years, both structured and...

julia bigdata datascience infiniteconf data

Machine Learning at scale: TensorFlow in the Cloud - Intermediate

Featuring Yufeng Guo

Moving the heavy lifting of machine learning to the cloud is a great way to scale both training and prediction. This session will step through this process in detail, so that you'll be ready to scale your machine learning tasks.

infiniteconf bigdata data machinelearning cloud googlecloud deeplearning

Solving speech recognition - Intermediate

Featuring Sébastien Bratières

“Solving speech recognition” is one of the achievements which brought deep learning to front stage in the last few years. However the mechanics of how deep learning is applied in a speech engine are described less often in divulgative articles than, say, those of CNN image classification. In this...

datascience infiniteconf

Neural Networks from Scratch - Beginners

Featuring Tom Martin

Neural networks are an extremely powerful and generalisable tool for analysing data, being a fundamental component of the exciting field of deep learning. But how do they work, and how can we implement them? Join Tom as he covers a neural network implementation in JavaScript from first...

infiniteconf machine-learning deep-learning neural-networks javascript

TDD-ing a Bayesian classifier - Beginners

Featuring Robert Hardy

In this live coding session Robert Hardy will share how to code up a simple Bayesian classifier, using Python with the Pandas package. That in itself will be interesting to people unfamiliar with the principles behind a Bayesian classifier. However, Robert will also be showing how a TDD approach...

infiniteconf python pandas bayesian-classifier tdd good-code

Fraud: The Needle in a Haystack Problem

Featuring Jacques Cali

infiniteconf data datascience engineering

Keynote: Intelligent Empowerment: Transforming Businesses with Machine Intelligence

Featuring Danilo Sato

Technology advancements have always improved your productivity. From business process automation to the internet, mobile, and the digital revolution, companies had to adapt and reassess the role technology plays in their business. During this keynote, you will learn what ThoughtWorks believes to...

keynote infiniteconf machine-intelligence machine-learning ai aritificial-intelligence intelligent-empowerment technology-strategy

Google Dataflow: The new open model for batch and stream processing - Beginners

Featuring Robert Kubis

In 2004 MapReduce was introduced, a model that kick-started big data. 10 years later, Google published Dataflow - a new paradigm, integrating batch and stream processing in one common abstraction. This time it was more than a paper, but also an open source Java SDK and a cloud managed service to...

bigdata datascience infiniteconf apache-beam dataflow data bigdata-streaming