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Natural Language Processing with Tensorflow
Featuring Barbara Fusinska
Natural Language Processing offers a variety of techniques to get insight from and generate text data. Going beyond simple representations and taking advantage of Deep Learning and RNNs, the models can use document context to perform more accurately. With the help of libraries like TensorFlow,...
deep-learning nlp neural-networks tensorflow data ml ai -
Ask What AI Can Do For You
Featuring Kevin Scott
Kevin will discuss using AI in Javascript. Kevin will motivate Javascript developers to get involved using AI, developing tools and frameworks, and exploring use cases. As hardware continues to improve (Apple improved on the performance of their NPU chip a whopping 70% in one year!) Kevin...
javascript web tensorflow.js machine-learning deep-learning -
Leonardo De Marchi's Deep Learning Fundamentals
Led by Leonardo De Marchi
Gain the tools and knowledge you need to begin developing your own Deep Learning projects in this two-day introduction with Leonardo De Marchi.
ai data artificial-intelligence python keras deep-learning machine-learning bigdata big-data -
Monte Carlo Tree Search in Reinforcement Learning
Featuring Ali Chaudhry
Monte Carlo Tree Search has proven to be one of the most productive techniques in Reinforcement Learning. It has produced state of the results in problems with humongous state spaces like Chess and Go. Ali will present the theory behind this Monte Carlo Tress Search and share its use cases.
data reinforcement-learning -
Human-Level Control Through Deep Reinforcement Learning
Featuring Skif Pankov
In this talk Skif will discuss his implementation of Deepmind's paper on Reinforcement Learning for Atari Games published by Nature. It is considered a landmark paper in Reinforcement Learning literature in which an RL agent received human level performance a number of Atari games.
devops ai deep-learning reinforcement-learning -
Using ML to Understand the Link Between Scenic Beauty and Wellbeing
Featuring Chanuki Illushka Seresinhe
Intuitively, we often seek out beautiful scenery when we want a respite from our busy lives, but do such settings actually help to boost our wellbeing?
datasets urban-analytics deep-learning wellbeing machine-learning data matters -
Neural Network from Scratch in Scala
Featuring Joy Sun
Deep learning/neural network is the new buzzword. While there are many libraries that provide a complete model in one API call, building things from scratch is still the best way to learn all the details both in theory and in implementation.
scala neural-network deep-learning -
Deep Learning: Programming with a Difference
Featuring Noel Welsh
What does deep learning and functional programming have in common? This talk dives into the basic ideas behind deep learning and deep learning frameworks like Tensorflow. You'll discover that deep learning fundamentally builds on composition, one of the central ideas in functional...
scala automatic-differentiation monads deep-learning machine-learning -
Keynote: What can Deep Learning Reveal About Beautiful Places?
Featuring Chanuki Illushka Seresinhe
Governments around the world spend a great deal of money creating and preserving beautiful places, and you might seek out such locations when desiring rest and relaxation. But what are beautiful places composed of?
urban-analytics wellbeing artificial-intelligence deep-learning machine-learning data-science infiniteconf -
Towards visual intelligence: Modern Machine Learning in Computer Vision Research
Featuring Viktoriia Sharmanska
In this talk, Dr Sharmanska will start with a fundamental question, what is and what is not visual data in machine versus human perspective.
deep-learning automatic-systems machine-learning bigdata -
Deep Learning for Recommender Systems
Featuring Oliver Gindele
Recommender systems are widely used by e-commerce and services companies worldwide to provide the most relevant items to their users.
Over the past few years, deep learning has demonstrated breakthrough advances in image recognition and natural language processing. Meanwhile, new approaches have...
infiniteconf tensorflow recommender-systems deep-learning -
Lightning Talk: Can a Robot Code My Website?
Featuring Salman Iqbal
Designing a user interface for a website or an application can be cumbersome and time consuming. In this talk, Salman will present a deep learning algorithm that creates the code for your website or an app based on the provided mockup.
deep-learning code lightning-talk -
Using Deep Learning to Translate Hieroglyphics for the Tourism Industry
Featuring Amr Mostafa
The Grand Museum of Egypt in Cairo wanted to provide an innovative service to improve access to information for its visitors. Using a deep learning app, tourists can use their smart phones to point to any museum artifact with hieroglyphics, which are then translated and presented with historical...
discovery deep-learning-apps bigdata big-data deep-learning -
Programming the world's first quantum computers using Forest
Featuring William Zeng
The first scalable universal quantum computers are now available, such as the 19 qubit processor built by Rigetti Computing. In this talk, Dr. Zeng will introduce a freely available open-source environment (Forest) for programming these devices.Forest is optimized for hybrid quantum/classical...
exploration hybrid-algorithms simulation superconducting-quantum-processors deep-learning quil quantum-computing data api forest -
Democratize Conversational AI
Featuring Tsung-Hsien (Shawn) Wen
Deep Learning has revolutionized the academic research of conversational AI, models such as CNN intent extractors, DQN policy network, and LSTM language generators have been widely studied. Despite the potentials of scaling real-world conversational systems with these ML methods, not all of these...
machine-learning ml deep-learning ai bigdata -
Open Source Hardware, Deep Learning Frameworks, and the US Government
Featuring Andrew Laidlaw
Check out Andrew Laidlaw's talk about hardware, frameworks and the US Government at this month's Linuxing in London!
deep-learning frameworks linux hardware -
Deep Learning data pipeline with TensorFlow, Apache Beam and Scio
Featuring Vincent Van Steenbergen
In this talk, you will discover how to leverage Scio, the Scala API for Apache Beam and it’s module scio-tensorflow to integrate Deep Learning into your batch or streaming data pipeline. You will explore the core concepts of Apache Beam, a quick tour around Scio Scala API and then illustrate...
scala scio api apache-beam tensorflow deep-learning -
Machine Learning - Do Androids Dream of Electric Sheep?
Featuring Rickesh Bedia
Machine Learning is in vogue. There are lots of different ways of implementing Machine Learning such as Decision Trees, Probability Theory and Neural Networks. Neural Networks are the most mystifying.
deep-learning neural-networks machine-learning -
Power up your project with the Machine Box Go SDK
Featuring David Hernandez
Machine Learning is eating the world, we are going show and tell, how to use machinebox.io and Go to use state of the art Machine Learning models, to power up your projects with an amazing features.
go machine-learning deep-learning microservices
