E-conference

NDR – The AI Conf 2021

9
 - 9 November 2021

Machine Learning Specialist Solutions Architect, AWS

Engineering Manager for Search Platform, Twitter

Senior Data Analyst, Accenture

Senior Development Manager, RWS Group

Cloud Developer Advocate, Microsoft

Applied Scientist, Amazon

Managing Director of Language Weaver, RWS Group

Associate VP, Cognizant AI Labs

The speakers

NDR is an artificial intelligence conference. Well, technically, it’s an artificial intelligence, and machine learning, and deep learning, and data science conference. We don’t discriminate :).

NDR-113 is also the main character in Isaac Asimov’s beautiful sci-fi novel, The Positronic Man. The book tells of a robot that begins to display human characteristics, such as creativity, emotion, and self-awareness.
We felt that naming our conference after him was an appropriate homage to the story.
NDR is something we think you’re going to love.

Masterclasses

These high-end learning events feature top trainers and IT specialists from all over the world. The workshops represent an in-depth, hands-on, practical approach, addressing a diverse range of disciplines and technologies like architecture, Java, .NET.

Agenda

All times listed in EEST

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13:20 – 13:30

Intro

15:50 – 16:30

NLP inference optimization on Amazon SageMaker

What’s your experience working with model serving and model inference? Do you know what are the potential ways to improve for it?
When moving model from training to production. There are things to be concerned, for instances, SLA, model management, compute, data, cost and security. This session Mia is going to share how to optimize the model inference from software, hardware and network perspectives. Tips about model inference optimization.

13:30 – 14:10

What Azure Machine Learning can do for Data Scientist: Using it to Explore COVID-19 Scientific Papers

In many cases, a data scientists just needs a Jupyter notebook on a powerful virtual machine to be productive. However, there are some cases where more powerful cloud services can be helpful. We will give overview of Azure Machine Learning, a platform ML service on Microsoft Azure cloud, and consider some best practices of using it for repeated experimentation, hyperparameter optimization and running parallel sweep jobs. We will focus our specific examples around CORD-19 dataset of scientific papers on COVID-19.

14:20 – 15:00

Predictive Maintenance For Industrial Assets

At Accenture Industry X, we understand the importance of including machine learning techniques in the services offered to our clients in order to improve efficiency,help with quality control and predictive maintenance. We aim to show how an alarm status for a motor can be predicted with 10 days in advance , by using as input historical daily sensor readings and data derived from such readings.
By doing so, we can optimize maintenance actions and prevent downtimes.

17:20 – 18:00

̶M̶o̶d̶e̶l̶ System Design for Recommendations & Search

Most papers and conference talks focus on model architecture and how it improves on the state-of-the-art.
Not this one. In this talk, we focus on system design. How do we design systems for low-latency, high-throughput serving for recommendations and search? In this talk, I’ll share a 2×2 framework of online vs. offline and retrieval vs. ranking. We’ll also go through examples of how companies like Alibaba, Facebook, and DoorDash serve their recommendation and search.

18:40 – 18:50

Closing

15:00 – 15:40

Creative AI writing

The session focuses on the generative aspects of Natural Language Processing. Barbara will introduce how AI new advancements are being used for text generation. This will be followed by the review of existing systems and available tools that could be used for creating their own solutions.

The audience will get three key takeaways:
– NLP techniques for text generation.
– Tools that can be used to generate text.
– How text generation is and can be used in the real world applications.

16:30 – 17:10

The Secrets of Delivering AI at Scale

Machine translation has come a long way over the past 70+ years.
Today’s state-of-the-art Neural Machine Translation (NMT) has created a paradigm shift. This radically different approach to the challenge of language translation uses deep neural networks and artificial intelligence to train models for different language combinations and content types.
In this talk we’ll cover challenges and solutions on building and improving upon these advances and turning them into powerful real-world products.

18:00 – 18:40

Optimizing COVID-19 Interventions through Machine Learning

Using machine learning techniques such as neural networks and evolutionary computation, it is possible to build models to predict not only how the pandemic spreads, but also how it could be mitigated. I will review Cognizant’s Evolutionary Surrogate-Assisted Prescription (ESP) technology, its application to this task, the XPRIZE competition that Cognizant sponsored based on it, and lessons learned from the competition, as well as opportunities for using this technology on other decision-making tasks in healthcare, design, and business. – AI support for decision making requires not only predictive models, but prescriptive models as well – ESP is a powerful new technology for discovering prescriptive models – Evolutionary AI can be used to bring together insights from a community of human experts – AI can play a significant role in coping with COVID-19 and future similar challenges

Community booster

Mambu

Meet Mambu: the only true SaaS banking platform leading the change in the world of banking. Some call us “experts at collaborating globally”, others know us as a close-knit team capable of solving big problems. One thing is for sure, what brings us together is drive, confidence and a collaborative spirit. We are a dedicated team of +500 professionals spanning 6 continents, building the core part of a major shift in the future and evolution of banking. Our leading cloud native solution is the driving force behind our customers as they grow, scale and transform to meet evolving digital demands. Our mission? Make modern financial services accessible to everyone.

Partners

Cognizant Softvision

Romanian top employer in technology & global leading product engineering company, delivering sustainable innovation, agility and engagement.

Bosch

Bosch Engineering Center Cluj plays an essential role in the great transformation of the mobility sector ever since its foundation in 2013. With our vast expertise in software, hardware & mechanical and reliability engineering, but also in sales planning, we contribute to the development of excellent products, services and innovative AIoT solutions for automated driving, connected & electric mobility and connectivity. Thanks to the close collaboration with other Bosch Engineering Centers and with Bosch Cluj Plant, we offer unique solutions to our clients from around the world.

Microsoft

Microsoft enables digital transformation for the era of an intelligent cloud and an intelligent edge. Its mission is to empower every person and every organization on the planet to achieve more.

RWS

Take global content and ideas further. Create meaningful connections with customers through global content and idea management.

Accenture

Our purpose: To deliver on the promise of technology and human ingenuity. We embrace the power of change to create long-lasting value in every direction for our clients, people and communities.

Friends

foodpanda

Este mancarea pe care o doresti livrata acasa sau la birou!