Human-Centered AI: Scalable, Interactive Tools for Interpretation and Attribu...polochau
Artificial intelligence and machine learning models are growing increasingly available, but many models offer predictions that are difficult to understand, evaluate and ultimately act upon. We present how scalable interactive visualization can be used to amplify people’s ability to understand and interact with large-scale data and complex models. We sample from projects where interactive visualization has provided key leaps of insight, from increased model explorability with models trained on millions of instances (ActiVis deployed with Facebook), increased usability for non-experts about state-of-the-art AI (GAN Lab open-sourced with Google Brain; went viral!), and our latest work Summit, the first interactive system that scalably summarizes and visualizes what features a deep learning model has learned and how those features interact to make predictions. We conclude by highlighting the next visual analytics research frontiers in AI.
Big Data 'State of the Union' (BDT101) | AWS re:Invent 2013Amazon Web Services
Big Data is more than petabytes and capacity. It is the opportunity to use data to your advantage to make smart decisions that increase productivity and grow your business. In this session, you'll learn about the latest advancements in data analytics, databases, storage, and high performance computing (HPC) at AWS and discover how to put data to work in your own organization.
Martin Stein, G5 - Driving Marketing Performance with H2O Driverless AI - H2O...Sri Ambati
This session was recorded in San Francisco on February 5th, 2019 and can be viewed here: https://youtu.be/f4b2Yoe9JEs
Combining H2O Driverless AI, H2O-3, and AWS for developing and deploying AI solutions on scale.
Martin Stein is a seasoned Product and Marketing executive with a successful track record delivering large-scale advanced analytics and marketing analytics services and products. Martin has served as Board Member, C-Level Executive and subject matter expert in a variety of industries (Marketing, Finance, Real Estate and Media). Currently, Martin as Chief Analytics Officer for g5, a leader in real estate marketing optimization. G5 is a predictive marketing SaaS company that uses AI and other emerging technologies to help marketers amplify their impact.
We know moving to the cloud may seem more costly than expected. Around 56% of IT decision-makers are facing challenges in maximizing long-term cloud cost savings (according to a Capita survey).
We described 6 issues to consider that may have an impact on your cloud migration project budget.
Objects.AI Machine Learning Platform - Overview of how using Objects.AI Platform enterprises can deploy big data and accelerate AI & Machine Learning efforts at their organization.
Artificial intelligence in actions: delivering a new experience to Formula 1 ...GoDataDriven
At GoDataFest 2019, Guy Kfir presented how AI delivers a new experience to Formula 1 fans across the world. AWS fuels the analytics through machine learning. Did you know a Formula 1 race car contains 120 sensors and generated 3 GB of data every race at 1,500 data points per second? AWS developed several applications, including overtake possibility, pitstop advantage. How important is it for your company to invest in Machine Learning and AI? There are three scenario's for AI/ML success: Automation, Enrichment and Invention. So, what are you waiting for: create the loop, advance your data strategy and organize for succes. To get started identify AI/ML use cases, educate yourself, start with AI services and move to Amazon Sagemaker, engage with AWS, consider the partner eco system (like GoDataDriven or Binx).
Learn how to create a compelling business case for a large-scale migration to AWS. We present a framework and tools for creating your business case, and guidelines for using AWS services to maximise value and optimise cost for migrations to the AWS Cloud. Learn a new way of thinking about cost that includes factors such as automation, new technologies and organisational change.
Speaker:
Andrew Boyd, Enterprise Account Manager, Amazon Web Services
Data:Scotland 2019: Power BI Automation with MS FlowIda Bergum
In this session I will cover useful API operations in the Power BI API and present rich demos on how you can use Microsoft Flow to automate Power BI tasks like; Trigger a refresh of a dataset, get refresh of dataset and post to Teams and Automation of managing Power BI Premium Capacities.
Human-Centered AI: Scalable, Interactive Tools for Interpretation and Attribu...polochau
Artificial intelligence and machine learning models are growing increasingly available, but many models offer predictions that are difficult to understand, evaluate and ultimately act upon. We present how scalable interactive visualization can be used to amplify people’s ability to understand and interact with large-scale data and complex models. We sample from projects where interactive visualization has provided key leaps of insight, from increased model explorability with models trained on millions of instances (ActiVis deployed with Facebook), increased usability for non-experts about state-of-the-art AI (GAN Lab open-sourced with Google Brain; went viral!), and our latest work Summit, the first interactive system that scalably summarizes and visualizes what features a deep learning model has learned and how those features interact to make predictions. We conclude by highlighting the next visual analytics research frontiers in AI.
Big Data 'State of the Union' (BDT101) | AWS re:Invent 2013Amazon Web Services
Big Data is more than petabytes and capacity. It is the opportunity to use data to your advantage to make smart decisions that increase productivity and grow your business. In this session, you'll learn about the latest advancements in data analytics, databases, storage, and high performance computing (HPC) at AWS and discover how to put data to work in your own organization.
Martin Stein, G5 - Driving Marketing Performance with H2O Driverless AI - H2O...Sri Ambati
This session was recorded in San Francisco on February 5th, 2019 and can be viewed here: https://youtu.be/f4b2Yoe9JEs
Combining H2O Driverless AI, H2O-3, and AWS for developing and deploying AI solutions on scale.
Martin Stein is a seasoned Product and Marketing executive with a successful track record delivering large-scale advanced analytics and marketing analytics services and products. Martin has served as Board Member, C-Level Executive and subject matter expert in a variety of industries (Marketing, Finance, Real Estate and Media). Currently, Martin as Chief Analytics Officer for g5, a leader in real estate marketing optimization. G5 is a predictive marketing SaaS company that uses AI and other emerging technologies to help marketers amplify their impact.
We know moving to the cloud may seem more costly than expected. Around 56% of IT decision-makers are facing challenges in maximizing long-term cloud cost savings (according to a Capita survey).
We described 6 issues to consider that may have an impact on your cloud migration project budget.
Objects.AI Machine Learning Platform - Overview of how using Objects.AI Platform enterprises can deploy big data and accelerate AI & Machine Learning efforts at their organization.
Artificial intelligence in actions: delivering a new experience to Formula 1 ...GoDataDriven
At GoDataFest 2019, Guy Kfir presented how AI delivers a new experience to Formula 1 fans across the world. AWS fuels the analytics through machine learning. Did you know a Formula 1 race car contains 120 sensors and generated 3 GB of data every race at 1,500 data points per second? AWS developed several applications, including overtake possibility, pitstop advantage. How important is it for your company to invest in Machine Learning and AI? There are three scenario's for AI/ML success: Automation, Enrichment and Invention. So, what are you waiting for: create the loop, advance your data strategy and organize for succes. To get started identify AI/ML use cases, educate yourself, start with AI services and move to Amazon Sagemaker, engage with AWS, consider the partner eco system (like GoDataDriven or Binx).
Learn how to create a compelling business case for a large-scale migration to AWS. We present a framework and tools for creating your business case, and guidelines for using AWS services to maximise value and optimise cost for migrations to the AWS Cloud. Learn a new way of thinking about cost that includes factors such as automation, new technologies and organisational change.
Speaker:
Andrew Boyd, Enterprise Account Manager, Amazon Web Services
Data:Scotland 2019: Power BI Automation with MS FlowIda Bergum
In this session I will cover useful API operations in the Power BI API and present rich demos on how you can use Microsoft Flow to automate Power BI tasks like; Trigger a refresh of a dataset, get refresh of dataset and post to Teams and Automation of managing Power BI Premium Capacities.
Replatform your Teradata to a Next-Gen Cloud Data Platform in Weeks, Not YearsVMware Tanzu
This document discusses Datometry, a virtualization platform that allows enterprises to replatform their legacy data warehousing workloads to the cloud at a fraction of the typical cost, time, and risk of conventional replatforming methods. It notes that Datometry keeps existing applications and logic, allowing businesses to move rapidly to the cloud while preserving years of infrastructure investment. Charts show that Datometry reduces both the upfront switching costs and ongoing annual costs of replatforming projects compared to conventional approaches. The document promotes Datometry as a way to redefine the economics of modernizing data management applications and proprietary systems like Teradata.
Gautham Pai K is a data scientist with experience in database development using PL/SQL, Unix scripting, and data warehousing. He has worked on AWS Redshift and used Matillion for ETL jobs. Currently pursuing a diploma in data science, his skills include Python, SQL, and machine learning algorithms. He has developed predictive models for companies in various domains like education, real estate, and automotive.
StreamAnalytix offers the must-haves of a modern ETL solution and the ability to accelerate your shift to the cloud. With an intuitive visual interface, StreamAnalytix simplifies building and running Spark-based ETL workflows on the cloud.
View our latest webinar where you’ll learn about:
The must-haves of a modern ETL solution on cloud
How you can accelerate application development and minimize hand coding
How to deploy a cloud-based ETL application in minutes
Smarter ways to operationalize your ETL workflow
You can also view the webinar here - https://www.streamanalytix.com/webinar/build-spark-based-etl-workflows-on-cloud-in-minutes/
My CIO Says that We're Going All-in and Migrating to AWS, Now WhatAmazon Web Services
This document discusses an organization migrating its infrastructure and applications to AWS. It provides an overview of the opportunities and challenges from three perspectives: technology, finance, and organizational impact. It outlines typical phases of the cloud journey and how each group can expect their roles to change. Examples are given of other companies who successfully migrated to AWS, improving performance while reducing costs. The presentation emphasizes looking beyond short-term savings to long-term strategic benefits like innovation and agility.
Techorama: Power BI Automation with MS FlowIda Bergum
This document discusses automating Power BI using Microsoft Flow. It includes examples of automation scenarios for refreshing Power BI datasets and managing Power BI Premium capacities. The presentation covers creating a custom connector to the Power BI REST API, building flows to trigger dataset refreshes and assign workspaces to capacities, and testing the flows. The goal is to demonstrate how flows can be used to automate administrative tasks in Power BI.
The document outlines an agenda for a Power BI demo. It will cover Power Pivot, Power View, Power Query, and Power BI for Office 365. It also discusses Microsoft BI capabilities including tabular models. The demo will showcase movie rating and sales analyses using Power Query and Power BI tools to pull, clean, load and visualize data. Lastly, it provides contact information for the CloudFronts BI team presenting the demo.
Let's discuss Elastic solutions that create simple OOB search experience whether you want to add a search box to your application or search across multiple data repositories within your organization. Presented by Artem Pogossian, Solutions Architect at Elastic.
As enterprises build their cloud adoption strategy, conducting a cloud readiness assessment is of strategic importance. HCL believes that application readiness and compliance controls are the pre-requisites for determining a business-oriented cloud adoption strategy.
HCL’s Cloud Assessment and Readiness Tool (CART) enable organizations to assess their “Cloud-readiness” using a powerful self-driven analysis. It uses a broad array of 25 technical, business, compliances and security parameters to perform the cloud-readiness analysis across three different aspects - Technical & Architecture, Application & Security. The Tool is based on Excel based workbook with easy to use methodology for filling the data & then helps generating a standard & basic Cloud Assessment within minutes
Olivier Blais: Want to adopt AI in your business: good luck!Lviv Startup Club
Olivier Blais: Want to adopt AI in your business: good luck!
Data Science Online Camp 2021
Website - https://dscamp.org/
Youtube - https://www.youtube.com/startuplviv
FB - https://www.facebook.com/Data-Science-Camp-103012708431833
Slide deck of my DyanmicsPower! Brussels session.
Session description:
AI Builder is here!
The Citizen Developer style tool to easily add Artificial Intelligence to your PowerApps and Flows.
In this session we will take a deep dive into this great new tool in the Power Platform stack. How to build your own models and how to embed them in your apps and flows.
We will look at the what is possible, but also what are the limits and boundaries you need to take in consideration.
We will cover best practices and tips and tricks.
In a nutshell: everything you need to know to get started yourself.
The document summarizes the results of testing a Peribit solution on a client's 1.544 Mbps circuit. The Peribit solution reduced traffic by over 70% for some applications and increased effective bandwidth. An ROI analysis showed the solution could improve performance and capacity while paying for itself within 12 months. Next steps proposed finalizing plans to purchase and implement the Peribit configuration.
This document summarizes the growth and strategy of InfluxData, a time-series database company. It discusses how InfluxData was founded in 2013, has grown to over 450 customers with 175,000 instances in use today. It outlines InfluxData's platform strategy to be the platform of choice for metrics and event workloads across infrastructure, IoT, and business applications. The document characterizes InfluxData's customers and their use cases, and highlights some example customers including Bethesda Games, Wayfair, and Playtech. It discusses InfluxData's core focus on developer happiness, being purpose-built for time-series data, and commitment to open source.
Predictive analytics is touching more and more lives every day. Machine Learning lets you predict and change the future. Do you know that Microsoft products like Xbox and Bing integrate some machine learning capabilities in their workflows? Come to the session and take a look of the new cloud-based machine learning platform called AzureML from a BI architect perspective, without all the data scientist knowledge.
AWS & Manufacturing: SKF Connects Smart Products with Smart Factories (MFG316...Amazon Web Services
In this chalk talk, global bearing manufacturer SKF demonstrates how they use AWS IoT to provide real-time insights into their global customers worldwide to optimize machine health and reduce costs for end users, while opening up new revenue models for SKF. SKF is driving Industry 4.0 within their own factories, with a new joint interaction between Operations, and IT. Here, a new culture of agile development, driven by value creation, bridges manufacturing Operations and IT. For example, the need to monitor and connect the large number of legacy manufacturing machines in the field today was designed using AWS Greengrass and self-developed connectors, all made available on SKF’s Digital Platform. Developing a use case with AWS ensures reusability within SKF for other applications.
An exploration of industrialised data science workflows via Data Science Studio (DSS) by Dataliku by Vincent De Stoecklin of Dataiku at Hadoop User Group (HUG) Ireland's July meetup @boistartups in Grand Canal Square, Dublin 2, Ireland.
RailcarRx offers rail data integration services to map key rail data to customers' software systems. The company has experience integrating with major rail data providers like Railinc. RailcarRx can integrate with almost any system and uses knowledge from creating its own software and integrating for customers. The goal is to help the rail industry run more efficiently by providing customized solutions to meet specific customer needs. For more information on RailcarRx integration services, visit their website at http://www.railcarrx.com/custom-product/railcarrx-integration-solutions.
Rethinking CAPEX and OPEX in a cloud-centric world? Information technology is undergoing a seismic shift towards the cloud, a disruption we believe is as game-changing as the transition from mainframes to client/server. This shift will impact every player in the IT world, from service providers and system architects, to developers and end users. We are excited about this transformation and the vast improvements in efficiency, agility and innovation it will bring. Join us for this on-demand webcast and learn how to calculate Total Cost of Ownership by transitioning to Microsoft Azure for your company
Today we’re seeing revolutionary changes in hardware and software that are democratizing machine learning (ML) and making it accessible to any developer or data scientist. Whether you’re new to ML or you’re already an expert, Google Cloud has a variety of tools to help you. Learn the options available and how they support the full machine learning lifecycle for both realtime and batch data.
This document discusses how enterprises are being disrupted by new technologies and how they can leverage data and analytics on the cloud. It introduces the concepts of the "Third Platform" of mobile, social, and cloud technologies driving IT spending. It then outlines how companies can build a modern data architecture on AWS to ingest, store, process, analyze and gain insights from data in real-time and at scale. This will allow them to enhance applications and digital services with data-driven insights.
Replatform your Teradata to a Next-Gen Cloud Data Platform in Weeks, Not YearsVMware Tanzu
This document discusses Datometry, a virtualization platform that allows enterprises to replatform their legacy data warehousing workloads to the cloud at a fraction of the typical cost, time, and risk of conventional replatforming methods. It notes that Datometry keeps existing applications and logic, allowing businesses to move rapidly to the cloud while preserving years of infrastructure investment. Charts show that Datometry reduces both the upfront switching costs and ongoing annual costs of replatforming projects compared to conventional approaches. The document promotes Datometry as a way to redefine the economics of modernizing data management applications and proprietary systems like Teradata.
Gautham Pai K is a data scientist with experience in database development using PL/SQL, Unix scripting, and data warehousing. He has worked on AWS Redshift and used Matillion for ETL jobs. Currently pursuing a diploma in data science, his skills include Python, SQL, and machine learning algorithms. He has developed predictive models for companies in various domains like education, real estate, and automotive.
StreamAnalytix offers the must-haves of a modern ETL solution and the ability to accelerate your shift to the cloud. With an intuitive visual interface, StreamAnalytix simplifies building and running Spark-based ETL workflows on the cloud.
View our latest webinar where you’ll learn about:
The must-haves of a modern ETL solution on cloud
How you can accelerate application development and minimize hand coding
How to deploy a cloud-based ETL application in minutes
Smarter ways to operationalize your ETL workflow
You can also view the webinar here - https://www.streamanalytix.com/webinar/build-spark-based-etl-workflows-on-cloud-in-minutes/
My CIO Says that We're Going All-in and Migrating to AWS, Now WhatAmazon Web Services
This document discusses an organization migrating its infrastructure and applications to AWS. It provides an overview of the opportunities and challenges from three perspectives: technology, finance, and organizational impact. It outlines typical phases of the cloud journey and how each group can expect their roles to change. Examples are given of other companies who successfully migrated to AWS, improving performance while reducing costs. The presentation emphasizes looking beyond short-term savings to long-term strategic benefits like innovation and agility.
Techorama: Power BI Automation with MS FlowIda Bergum
This document discusses automating Power BI using Microsoft Flow. It includes examples of automation scenarios for refreshing Power BI datasets and managing Power BI Premium capacities. The presentation covers creating a custom connector to the Power BI REST API, building flows to trigger dataset refreshes and assign workspaces to capacities, and testing the flows. The goal is to demonstrate how flows can be used to automate administrative tasks in Power BI.
The document outlines an agenda for a Power BI demo. It will cover Power Pivot, Power View, Power Query, and Power BI for Office 365. It also discusses Microsoft BI capabilities including tabular models. The demo will showcase movie rating and sales analyses using Power Query and Power BI tools to pull, clean, load and visualize data. Lastly, it provides contact information for the CloudFronts BI team presenting the demo.
Let's discuss Elastic solutions that create simple OOB search experience whether you want to add a search box to your application or search across multiple data repositories within your organization. Presented by Artem Pogossian, Solutions Architect at Elastic.
As enterprises build their cloud adoption strategy, conducting a cloud readiness assessment is of strategic importance. HCL believes that application readiness and compliance controls are the pre-requisites for determining a business-oriented cloud adoption strategy.
HCL’s Cloud Assessment and Readiness Tool (CART) enable organizations to assess their “Cloud-readiness” using a powerful self-driven analysis. It uses a broad array of 25 technical, business, compliances and security parameters to perform the cloud-readiness analysis across three different aspects - Technical & Architecture, Application & Security. The Tool is based on Excel based workbook with easy to use methodology for filling the data & then helps generating a standard & basic Cloud Assessment within minutes
Olivier Blais: Want to adopt AI in your business: good luck!Lviv Startup Club
Olivier Blais: Want to adopt AI in your business: good luck!
Data Science Online Camp 2021
Website - https://dscamp.org/
Youtube - https://www.youtube.com/startuplviv
FB - https://www.facebook.com/Data-Science-Camp-103012708431833
Slide deck of my DyanmicsPower! Brussels session.
Session description:
AI Builder is here!
The Citizen Developer style tool to easily add Artificial Intelligence to your PowerApps and Flows.
In this session we will take a deep dive into this great new tool in the Power Platform stack. How to build your own models and how to embed them in your apps and flows.
We will look at the what is possible, but also what are the limits and boundaries you need to take in consideration.
We will cover best practices and tips and tricks.
In a nutshell: everything you need to know to get started yourself.
The document summarizes the results of testing a Peribit solution on a client's 1.544 Mbps circuit. The Peribit solution reduced traffic by over 70% for some applications and increased effective bandwidth. An ROI analysis showed the solution could improve performance and capacity while paying for itself within 12 months. Next steps proposed finalizing plans to purchase and implement the Peribit configuration.
This document summarizes the growth and strategy of InfluxData, a time-series database company. It discusses how InfluxData was founded in 2013, has grown to over 450 customers with 175,000 instances in use today. It outlines InfluxData's platform strategy to be the platform of choice for metrics and event workloads across infrastructure, IoT, and business applications. The document characterizes InfluxData's customers and their use cases, and highlights some example customers including Bethesda Games, Wayfair, and Playtech. It discusses InfluxData's core focus on developer happiness, being purpose-built for time-series data, and commitment to open source.
Predictive analytics is touching more and more lives every day. Machine Learning lets you predict and change the future. Do you know that Microsoft products like Xbox and Bing integrate some machine learning capabilities in their workflows? Come to the session and take a look of the new cloud-based machine learning platform called AzureML from a BI architect perspective, without all the data scientist knowledge.
AWS & Manufacturing: SKF Connects Smart Products with Smart Factories (MFG316...Amazon Web Services
In this chalk talk, global bearing manufacturer SKF demonstrates how they use AWS IoT to provide real-time insights into their global customers worldwide to optimize machine health and reduce costs for end users, while opening up new revenue models for SKF. SKF is driving Industry 4.0 within their own factories, with a new joint interaction between Operations, and IT. Here, a new culture of agile development, driven by value creation, bridges manufacturing Operations and IT. For example, the need to monitor and connect the large number of legacy manufacturing machines in the field today was designed using AWS Greengrass and self-developed connectors, all made available on SKF’s Digital Platform. Developing a use case with AWS ensures reusability within SKF for other applications.
An exploration of industrialised data science workflows via Data Science Studio (DSS) by Dataliku by Vincent De Stoecklin of Dataiku at Hadoop User Group (HUG) Ireland's July meetup @boistartups in Grand Canal Square, Dublin 2, Ireland.
RailcarRx offers rail data integration services to map key rail data to customers' software systems. The company has experience integrating with major rail data providers like Railinc. RailcarRx can integrate with almost any system and uses knowledge from creating its own software and integrating for customers. The goal is to help the rail industry run more efficiently by providing customized solutions to meet specific customer needs. For more information on RailcarRx integration services, visit their website at http://www.railcarrx.com/custom-product/railcarrx-integration-solutions.
Rethinking CAPEX and OPEX in a cloud-centric world? Information technology is undergoing a seismic shift towards the cloud, a disruption we believe is as game-changing as the transition from mainframes to client/server. This shift will impact every player in the IT world, from service providers and system architects, to developers and end users. We are excited about this transformation and the vast improvements in efficiency, agility and innovation it will bring. Join us for this on-demand webcast and learn how to calculate Total Cost of Ownership by transitioning to Microsoft Azure for your company
Today we’re seeing revolutionary changes in hardware and software that are democratizing machine learning (ML) and making it accessible to any developer or data scientist. Whether you’re new to ML or you’re already an expert, Google Cloud has a variety of tools to help you. Learn the options available and how they support the full machine learning lifecycle for both realtime and batch data.
This document discusses how enterprises are being disrupted by new technologies and how they can leverage data and analytics on the cloud. It introduces the concepts of the "Third Platform" of mobile, social, and cloud technologies driving IT spending. It then outlines how companies can build a modern data architecture on AWS to ingest, store, process, analyze and gain insights from data in real-time and at scale. This will allow them to enhance applications and digital services with data-driven insights.
Operational Machine Learning: Using Microsoft Technologies for Applied Data S...Khalid Salama
This document provides an overview of Microsoft technologies for operational machine learning and data science. It introduces concepts of data science and machine learning, then discusses how to move from experimental to operational machine learning. It outlines various Microsoft technologies for advanced analytics including Azure Machine Learning, Microsoft R Server, SQL Server R Services, SQL Server Analysis Services, Azure Cognitive Services, and Spark ML on HDInsight. For each technology, it provides brief descriptions and examples of capabilities. The document aims to help users understand how to apply these Microsoft technologies for data science and machine learning projects.
How TrueCar Gains Actionable Insights with Splunk Cloud PPTAmazon Web Services
The vast amount of big data that today’s companies generate makes it difficult to separate the signal from the noise. Organizations need to derive meaningful insights into operations and business to take action. TrueCar needed a better way to manage, search, and analyze their hybrid environment. In this webinar, you’ll learn how TrueCar centralized all of their data in one place using Amazon Kinesis and Splunk Cloud, gaining deep visibility, scalability, and the ability to monitor and troubleshoot operational issues – all while migrating to AWS.
Architecting for Real-Time Insights with Amazon Kinesis (ANT310) - AWS re:Inv...Amazon Web Services
Amazon Kinesis makes it easy to speed up the time it takes for you to get valuable, real-time insights from your streaming data. In this session, we walk through the most popular applications that customers implement using Amazon Kinesis, including streaming extract-transform-load, continuous metric generation, and responsive analytics. Our customer Autodesk joins us to describe how they created real-time metrics generation and analytics using Amazon Kinesis and Amazon Elasticsearch Service. They walk us through their architecture and the best practices they learned in building and deploying their real-time analytics solution.
Serverless architectures let you build and deploy applications and services with infrastructure resources that require zero administration. In the past you had to provision and scale servers to run your application code install and operate distributed databases and build and run custom software to handle API requests. Now AWS provides a stack of scalable fully-managed services that eliminates these operational complexities. In this session you will learn about the the basics of serverless and especially how your business can benefit from it.
GPS: Industry 4.0: AI and the Future of Manufacturing - GPSTEC326 - re:Invent...Amazon Web Services
Advances in artificial intelligence, machine learning, and deep learning, along with the rapid deployment of Internet of Things (IoT) devices, are changing how physical products are designed and built. In this session, learn how AWS partners Siemens and Autodesk use AWS to enhance the design process and how they're incorporating AWS services into their products and smart factories. We explore how these trends impact the future of design and manufacturing.
GPSTEC326-GPS Industry 4.0 AI and the Future of ManufacturingAmazon Web Services
Advances in artificial intelligence, machine learning, and deep learning, along with the rapid deployment of Internet of Things (IoT) devices, are changing how physical products are designed and built. In this session, learn how AWS partners Siemens and Autodesk use AWS to enhance the design process and how they're incorporating AWS services into their products and smart factories. We explore how these trends impact the future of design and manufacturing.
Ripping off the Bandage: Re-Architecting Traditional Three-Tier Monoliths to ...Amazon Web Services
The world is powered by many monolithic applications that were written many years ago. These applications have complicated code bases. They are also difficult to maintain, deploy, and operate. The cloud, microservices, and serverless provide agility, efficiency, and resiliency. In this chalk talk, we highlight various approaches for rearchitecting three-tier monoliths to serverless microservices for your customers.
Machine learning in the physical world by Kip Larson from AWS IoTBill Liu
Presented at AI NEXTCon Seattle 1/17-20, 2018
http://aisea18.xnextcon.com
join our free online AI group with 50,000+ tech engineers to learn and practice AI technology, including: latest AI news, tech articles/blogs, tech talks, tutorial videos, and hands-on workshop/codelabs, on machine learning, deep learning, data science, etc..
This document discusses the future of enterprise platforms and technologies. It describes how platforms have evolved from centralized mainframes to today's cloud-based Platform 3.0, which is driven by mobile, social, big data, APIs, and other technologies. Key elements of Platform 3.0 include cloud native services, open source, event-driven architectures, microservices, continuous integration/deployment, and the Internet of Things. The document also discusses how these technologies are enabling new connected scenarios and use cases for industries like automotive, construction, and healthcare.
How to Revamp your Legacy Applications For More Agility and Better Service - ...NRB
With a series of new tools available on the Mainframe like Operational & Decision Management tools, Real Time Scoring, … revamp the existing legacy applications (without rewriting them) by bridging them to the wealth of new capabilities available on the IBM Mainframe environment
How can your business benefit from going serverless?Adrian Hornsby
Serverless architectures let you build and deploy applications and services with infrastructure resources that require zero administration. In the past, you had to provision and scale servers to run your application code to install and operate distributed databases and build and run custom software to handle API requests. Now AWS provides a stack of scalable fully-managed services that eliminates these operational complexities. In this session, you will learn about the basics of serverless and especially how your business can benefit from it.
FINRA's Managed Data Lake: Next-Gen Analytics in the Cloud - ENT328 - re:Inve...Amazon Web Services
FINRA faced challenges with their on-premises data infrastructure, including difficulty tracking data, limited scalability, and high costs. They migrated to a managed data lake on AWS to address these issues. This provided centralized data management with a catalog, separation of storage and compute, encryption, and cost optimization. It enabled faster analytics through Presto querying, machine learning model development, and reduced TCO by 30% compared to their on-premises environment. Lessons learned included embracing disruption, automating infrastructure, and treating infrastructure as code. FINRA is exploring additional AWS services like Athena, Lambda, and Step Functions to continue improving their analytics capabilities.
1. Cloud Adoption Journey reference framework to help Teams move to Cloud and become Cloud Native
2. Define basic Pillars to include Security & Compliance, Costs Optimization, Scalability and Performance as well as Operational Excellence, AWS Well-Architected as guidance
3. Goal is to assess and guide Companies/Teams in Portfolio to faster adopt and evolve Cloud concepts to focus on Business value
4. Governance as a key driver to boost flexibility, reduce risks and foster efficiency
5. Enterprise Transformation Architecture offerings
Amazon Kinesis - Building Serverless real-time solution - Tel Aviv Summit 2018Amazon Web Services
Amazon Kinesis Streams was born of necessity, to enable Amazon Web Services to capture millions of individual metering records per second from AWS services and EC2 instances and aggregate these records by account identifier to produce a customer billing record in real time. Today, Kinesis is a foundational service which over a dozen AWS and Amazon retail services use to capture and process streaming data.
Since the launch of Kinesis Streams, Amazon has worked with customers as their stream processing needs have evolved, subsequently launching Kinesis Firehose—which enables customers to capture streaming data, perform in-line processing to clean, format, and deliver this data to service destinations, such as S3, Redshift, Elasticsearch, and Lambda, in minutes—and Kinesis Analytics—which enables customers to process streaming data in real time using ANSI SQL..
Today, Kinesis data streaming services are foundational for business critical workflows, providing customers with a new way to process big data and extract actionable insights. In this session, we offer an overview of Kinesis, Amazon’s data streaming platform—highlighting key architectural features—and explains how customers have architected their applications using Kinesis services for low-latency and extreme scale. We will also demonstrate how to build an end-to-end solution using the latest and greatest AWS Data and analytics services like Athena, Glue, Lambda and more.
Digital Transformation using Predictive Analytics and Big DataAmazon Web Services
Co-creating a Better tomorrow with Hitachi Social Innovation
Business solution of Cloud, Analytics IOT and Managed Services
Speaker: Soumay Seth, Vice President VAS, Hitachi Systems
Get to Know Your Customers - Build and Innovate with a Modern Data ArchitectureAmazon Web Services
Your customers probably want a better experience with your brand. Your different business teams want and need better insights in their decision making. Almost certainly, your finance and operations teams require this to happen at a fraction of the cost of traditional on-premises options. Modern data architectures on AWS help many of our best customers realise all of those goals. Your business data contains critical information about customer behaviours, operational decisions, and many factors that have financial impact on your organisation. Increasingly, this data sits beyond your transactional systems, and is too big, too fast, and too complex for existing systems to handle. AWS Data and Analytics services are designed from our customers' requirements to ingest, store, analyse, and consume information at record-breaking scale. In this session you will learn how these services work together to deliver business automation, enhance customer engagement and intelligence.
Similar to Market Propensity Modeling Using XSTREAMS (20)
Session 1 - Intro to Robotic Process Automation.pdfUiPathCommunity
👉 Check out our full 'Africa Series - Automation Student Developers (EN)' page to register for the full program:
https://bit.ly/Automation_Student_Kickstart
In this session, we shall introduce you to the world of automation, the UiPath Platform, and guide you on how to install and setup UiPath Studio on your Windows PC.
📕 Detailed agenda:
What is RPA? Benefits of RPA?
RPA Applications
The UiPath End-to-End Automation Platform
UiPath Studio CE Installation and Setup
💻 Extra training through UiPath Academy:
Introduction to Automation
UiPath Business Automation Platform
Explore automation development with UiPath Studio
👉 Register here for our upcoming Session 2 on June 20: Introduction to UiPath Studio Fundamentals: https://community.uipath.com/events/details/uipath-lagos-presents-session-2-introduction-to-uipath-studio-fundamentals/
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Essentials of Automations: Exploring Attributes & Automation ParametersSafe Software
Building automations in FME Flow can save time, money, and help businesses scale by eliminating data silos and providing data to stakeholders in real-time. One essential component to orchestrating complex automations is the use of attributes & automation parameters (both formerly known as “keys”). In fact, it’s unlikely you’ll ever build an Automation without using these components, but what exactly are they?
Attributes & automation parameters enable the automation author to pass data values from one automation component to the next. During this webinar, our FME Flow Specialists will cover leveraging the three types of these output attributes & parameters in FME Flow: Event, Custom, and Automation. As a bonus, they’ll also be making use of the Split-Merge Block functionality.
You’ll leave this webinar with a better understanding of how to maximize the potential of automations by making use of attributes & automation parameters, with the ultimate goal of setting your enterprise integration workflows up on autopilot.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectorsDianaGray10
Join us to learn how UiPath Apps can directly and easily interact with prebuilt connectors via Integration Service--including Salesforce, ServiceNow, Open GenAI, and more.
The best part is you can achieve this without building a custom workflow! Say goodbye to the hassle of using separate automations to call APIs. By seamlessly integrating within App Studio, you can now easily streamline your workflow, while gaining direct access to our Connector Catalog of popular applications.
We’ll discuss and demo the benefits of UiPath Apps and connectors including:
Creating a compelling user experience for any software, without the limitations of APIs.
Accelerating the app creation process, saving time and effort
Enjoying high-performance CRUD (create, read, update, delete) operations, for
seamless data management.
Speakers:
Russell Alfeche, Technology Leader, RPA at qBotic and UiPath MVP
Charlie Greenberg, host
Northern Engraving | Nameplate Manufacturing Process - 2024Northern Engraving
Manufacturing custom quality metal nameplates and badges involves several standard operations. Processes include sheet prep, lithography, screening, coating, punch press and inspection. All decoration is completed in the flat sheet with adhesive and tooling operations following. The possibilities for creating unique durable nameplates are endless. How will you create your brand identity? We can help!
Must Know Postgres Extension for DBA and Developer during MigrationMydbops
Mydbops Opensource Database Meetup 16
Topic: Must-Know PostgreSQL Extensions for Developers and DBAs During Migration
Speaker: Deepak Mahto, Founder of DataCloudGaze Consulting
Date & Time: 8th June | 10 AM - 1 PM IST
Venue: Bangalore International Centre, Bangalore
Abstract: Discover how PostgreSQL extensions can be your secret weapon! This talk explores how key extensions enhance database capabilities and streamline the migration process for users moving from other relational databases like Oracle.
Key Takeaways:
* Learn about crucial extensions like oracle_fdw, pgtt, and pg_audit that ease migration complexities.
* Gain valuable strategies for implementing these extensions in PostgreSQL to achieve license freedom.
* Discover how these key extensions can empower both developers and DBAs during the migration process.
* Don't miss this chance to gain practical knowledge from an industry expert and stay updated on the latest open-source database trends.
Mydbops Managed Services specializes in taking the pain out of database management while optimizing performance. Since 2015, we have been providing top-notch support and assistance for the top three open-source databases: MySQL, MongoDB, and PostgreSQL.
Our team offers a wide range of services, including assistance, support, consulting, 24/7 operations, and expertise in all relevant technologies. We help organizations improve their database's performance, scalability, efficiency, and availability.
Contact us: info@mydbops.com
Visit: https://www.mydbops.com/
Follow us on LinkedIn: https://in.linkedin.com/company/mydbops
For more details and updates, please follow up the below links.
Meetup Page : https://www.meetup.com/mydbops-databa...
Twitter: https://twitter.com/mydbopsofficial
Blogs: https://www.mydbops.com/blog/
Facebook(Meta): https://www.facebook.com/mydbops/
In the realm of cybersecurity, offensive security practices act as a critical shield. By simulating real-world attacks in a controlled environment, these techniques expose vulnerabilities before malicious actors can exploit them. This proactive approach allows manufacturers to identify and fix weaknesses, significantly enhancing system security.
This presentation delves into the development of a system designed to mimic Galileo's Open Service signal using software-defined radio (SDR) technology. We'll begin with a foundational overview of both Global Navigation Satellite Systems (GNSS) and the intricacies of digital signal processing.
The presentation culminates in a live demonstration. We'll showcase the manipulation of Galileo's Open Service pilot signal, simulating an attack on various software and hardware systems. This practical demonstration serves to highlight the potential consequences of unaddressed vulnerabilities, emphasizing the importance of offensive security practices in safeguarding critical infrastructure.
"Scaling RAG Applications to serve millions of users", Kevin GoedeckeFwdays
How we managed to grow and scale a RAG application from zero to thousands of users in 7 months. Lessons from technical challenges around managing high load for LLMs, RAGs and Vector databases.
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor IvaniukFwdays
At this talk we will discuss DDoS protection tools and best practices, discuss network architectures and what AWS has to offer. Also, we will look into one of the largest DDoS attacks on Ukrainian infrastructure that happened in February 2022. We'll see, what techniques helped to keep the web resources available for Ukrainians and how AWS improved DDoS protection for all customers based on Ukraine experience
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...Jason Yip
The typical problem in product engineering is not bad strategy, so much as “no strategy”. This leads to confusion, lack of motivation, and incoherent action. The next time you look for a strategy and find an empty space, instead of waiting for it to be filled, I will show you how to fill it in yourself. If you’re wrong, it forces a correction. If you’re right, it helps create focus. I’ll share how I’ve approached this in the past, both what works and lessons for what didn’t work so well.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...Alex Pruden
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
AppSec PNW: Android and iOS Application Security with MobSFAjin Abraham
Mobile Security Framework - MobSF is a free and open source automated mobile application security testing environment designed to help security engineers, researchers, developers, and penetration testers to identify security vulnerabilities, malicious behaviours and privacy concerns in mobile applications using static and dynamic analysis. It supports all the popular mobile application binaries and source code formats built for Android and iOS devices. In addition to automated security assessment, it also offers an interactive testing environment to build and execute scenario based test/fuzz cases against the application.
This talk covers:
Using MobSF for static analysis of mobile applications.
Interactive dynamic security assessment of Android and iOS applications.
Solving Mobile app CTF challenges.
Reverse engineering and runtime analysis of Mobile malware.
How to shift left and integrate MobSF/mobsfscan SAST and DAST in your build pipeline.
What is an RPA CoE? Session 1 – CoE VisionDianaGray10
In the first session, we will review the organization's vision and how this has an impact on the COE Structure.
Topics covered:
• The role of a steering committee
• How do the organization’s priorities determine CoE Structure?
Speaker:
Chris Bolin, Senior Intelligent Automation Architect Anika Systems