All On Demand

Missed the live action from our virtual events, you can watch recordings of all the proceedings on-demand here.

Deep Learning Techniques for Natural Language Processing

Paris Buttfield-Addison

What’s the deal with the Natural Language Processing (NLP)? Language is ambiguous, and relies on subtle cues to aid in understanding, but with deep learning, clever use of linear algebra, calculus, and probability, we can do a lot. This session explores NLP: how we f...

Word Embeddings - An Alternative and Efficient Approach to Search for Documents

Ananth Gundabattula

Searching for documents in a collection is typically implemented via a TF/IDF principle in open source document search engines. However recent developments in the field of NLP has shown positive results in representing text into more concise vector representations as...

Time Synchronization using ML Techniques in Electronic Trading

Bishal Mazumdar

In modern computer networks, time synchronization is critical because every aspect of managing, securing, planning, and debugging a network involves determining when events happen. Accurately and consistently synchronized clocks are crucial in Electronic Trading netw...

Thinking in Graphs – An Introduction to Graph Databases & Applications

David Raj Daniel

Graphs are becoming more relevant now to extract complex relationship ,meaning and value from data. This session will introduce graph databases , graph algorithms and how they fit in the world of NoSQL databases. We will explore the on premise and cloud options and t...

The Art of Conversation (Design)

Amy Cleary

“I’m sorry, I don’t understand. Please try rephrasing your question” is not a sentence that is ordinarily exchanged between people face to face. And yet, this is the phrase that usually makes us shut down that chatbot window. For all the hype about chatbots...

Teach your Pacman to play with ML and Reactive Streams

Mary Grygleski Oleh Dokuka

Today the adoption of Machine Learning is enormous. We use it almost everywhere: on clusters, on our phones, on hand watches and even on the teapots. But, who knows how challenging could be the development of the continuously improved (or even real-time) machine lear...

Style Transfer AI - How Neural Networks Generate Art

Thomas Endres Martin Förtsch

What if Virtual Reality glasses could transform your environment into a three-dimensional work of art in realtime? What if every detail of the world would be shown in the style of a painting from Van Gogh? One of the many interesting developments in the field of Deep...

Solving Analytical Problems using Apache Spark

Rohit Bhardwaj

In this talk, we will explore why Spark is the most prominent solution as compared to just Hadoop. We will look at MapReduce and how Spark makes the creation of Big Data algorithms simple and faster. Next, we will explore Spark Context and how Resilient Distributed D...

Snaking Python Into Kubernetes

Jonathan Johnson

Getting applications written in various languages into neatly distilled containers can be challenging. Python has its sets of challenges. In this session we will look applying the distillation pattern to Python container images and getting them to be well behaved mic...

Searching for Time Series Patterns at Big Data Scale

Ananth Gundabattula

Time series patterns are pretty common in everyday life. Extracting patterns on these data sets and providing interactive search responses has immense value across many software systems. This talk presents an overview of how such a search system can be built for very...

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Cybersecurity Lead, PwC


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Software Engineering Specialist, Intuit


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Software Architect, GroupOn

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Scott Davis

“Happy to meet everyone who came from near and far. Glad to know you've discovered some great lessons here, and glad you joined us for all the discoveries great and small."

Web Architect & Principal Engineer, Scott Davis

Dr. Venkat Subramaniam

“Wonderful set of conferences, well organized, fantastic speakers, and an amazingly interactive set of audience. Thanks for having me at the events!"

Founder of Agile Developer Inc., Dr. Venkat Subramaniam

Oracle Corp.

“What a buzz! The events have been instrumental in bringing the whole software community together. There has been something for everyone from developers to architects to business to vendors. Thanks everyone!"

Voltaire Yap, Global Events Manager, Oracle Corp.