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Introduction to Apache Beam (incubating) - DataCamp Salzburg - 7 dec 2016
This document provides an introduction to Apache Beam, a unified programming model for batch and stream data processing. It discusses Beam's programming model including PCollections, transforms, and runners. It also provides examples of writing a basic Beam pipeline in Java and running it on the Direct, Spark, and Flink runners.
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This document summarizes key findings from research on smart city best practices in 22 cities. It identifies three common routes cities take to becoming smart - the anchor, platform, and beta city models. It also outlines common technology enablers, challenges cities face, and examples of smart living, safety, and sustainability applications seen across different cities.
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De komst van nieuwe devices, zoals de Microsoft HoloLens en de HTC Vive, zorgen voor nieuwe gebruikerervaringen. Het is mogelijk om jezelf te transporteren naar een hele andere wereld, of de huidige wereld te zien door een andere bril. Wat zijn virtual, augmented en mixed reality nou eigenlijk? Hoe zorg je voor de optimale ervaring voor je gebruikers met deze nieuwe technieken?
Nico van Driel en Rob Bakkers geven je een doorkijk naar deze nieuwe virtuele werelden. Ze laten zien wat er nu en in de toekomst allemaal mogelijk is met deze nieuwe devices zoals de HTC Vive en de Microsoft HoloLens.
Bekijk de presentatie over Virtual Reality met de HTC Vive hier: http://www.slideshare.net/Avanade-Nederland/mixed-reality-en-virtual-realitymet-microsoft-hololens-en-htc-vive
4 rumen fermentation
Rumen fermentation is the largest commercial fermentation process. It occurs in the rumens of ruminant animals like cows and goats. The rumen contains billions of microbes that break down plant fibers in feed into volatile fatty acids and microbial protein. This symbiotic relationship provides nutrients to both the microbes and the ruminant animal. Key features of rumen fermentation include attachment of microbes to feed particles, the four steps of rumination, and roles of different microbial populations like bacteria and protozoa.
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This document provides an introduction to Apache Beam, a unified programming model for batch and stream data processing. It discusses Beam's programming model including PCollections, transforms, and runners. It also provides examples of writing a basic Beam pipeline in Java and running it on the Direct, Spark, and Flink runners.
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This document summarizes key findings from research on smart city best practices in 22 cities. It identifies three common routes cities take to becoming smart - the anchor, platform, and beta city models. It also outlines common technology enablers, challenges cities face, and examples of smart living, safety, and sustainability applications seen across different cities.
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"How Big is the Internet of Things?", keynote presented at the ETSI IoT/M2M workshop, Sophia Antipolis (France), May 2016
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Feed formulation is the major part of aquaculture.The main objective of feed formulation is to utilize the knowledge of nutrient requirements, locally available feed ingredients and digestive capacity of fish for the development of a nutritionally balanced mixture of feed stuff…
Intro to ruminant digestion
Ruminant animals like cattle, sheep, and goats have a four-compartment stomach compared to monogastric animals that have a single-compartment stomach. The four compartments are the rumen, reticulum, omasum, and abomasum. The rumen is the largest compartment and helps break down plant matter with the aid of microbes. Partially digested food then moves to the other stomach chambers for further digestion before entering the small intestine where most absorption occurs. Ruminant digestion allows these animals to obtain nutrients from plant-based foods that monogastric animals cannot.
Mixed Reality met Microsoft HoloLens
De komst van nieuwe devices, zoals de Microsoft HoloLens en de HTC Vive, zorgen voor nieuwe gebruikerervaringen. Het is mogelijk om jezelf te transporteren naar een hele andere wereld, of de huidige wereld te zien door een andere bril. Wat zijn virtual, augmented en mixed reality nou eigenlijk? Hoe zorg je voor de optimale ervaring voor je gebruikers met deze nieuwe technieken?
Nico van Driel en Rob Bakkers geven je een doorkijk naar deze nieuwe virtuele werelden. Ze laten zien wat er nu en in de toekomst allemaal mogelijk is met deze nieuwe devices zoals de HTC Vive en de Microsoft HoloLens.
Bekijk de presentatie over Virtual Reality met de HTC Vive hier: http://www.slideshare.net/Avanade-Nederland/mixed-reality-en-virtual-realitymet-microsoft-hololens-en-htc-vive
4 rumen fermentation
Rumen fermentation is the largest commercial fermentation process. It occurs in the rumens of ruminant animals like cows and goats. The rumen contains billions of microbes that break down plant fibers in feed into volatile fatty acids and microbial protein. This symbiotic relationship provides nutrients to both the microbes and the ruminant animal. Key features of rumen fermentation include attachment of microbes to feed particles, the four steps of rumination, and roles of different microbial populations like bacteria and protozoa.
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Pageant (https://github.com/hammerlab/pageant) contains miscellaneous other genomic analyses and a few interesting and novel algorithms for massively-parallel Burrows-Wheeler-Transform and FM-Index construction.
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- ADAM provides schemas for common genomic file formats like SAM/BAM, VCF, FASTA. It enables both batch and interactive analysis of genomic data while optimizing for performance and avoiding data lock-in issues.
- Benchmarking shows ADAM can process a 65x human genome dataset faster and cheaper than existing tools, enabling end-to-end analysis in under 2 hours on 1,024 cores.
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* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
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This video focuses on integration of Salesforce with Bonterra Impact Management.
Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
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IOT & Machine Learning
Internet of Things (IOT) and Machine learning are new technology trends that are booming individually: we will look at how to combine these concepts and technologies by layering machine learning on top of IOT data and driving significant insights for clients via specific use cases like predictive maintenance. Let’s look at some state of the art use cases and subsequent benefits delivered in this space to dig deeper into the “art of the possible”.
Algorithms and Tools for Genomic Analysis on Spark: Spark Summit East talk by...
Hammer Lab has built several tools for analyzing genomic data on Spark, as well as libraries for more general computations using RDDs; I’ll discuss some of the most interesting applications and algorithms therein:
Guacamole (https://github.com/hammerlab/guacamole) is a somatic variant caller built on Spark; it identifies mutations in cancer genomes in a fraction of the time that comparable tools take.
Pageant (https://github.com/hammerlab/pageant) contains miscellaneous other genomic analyses and a few interesting and novel algorithms for massively-parallel Burrows-Wheeler-Transform and FM-Index construction.
Magic RDDs (https://github.com/hammerlab/magic-rdds) contains some yet more interesting general-purpose algorithms implemented on RDDs.
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Processing Terabyte-Scale Genomics Datasets with ADAM: Spark Summit East talk...
- ADAM is an open source, high performance, distributed library for genomic analysis that uses Spark and Scala. It defines schemas and interfaces for processing and analyzing large genomic datasets in a distributed manner.
- ADAM provides schemas for common genomic file formats like SAM/BAM, VCF, FASTA. It enables both batch and interactive analysis of genomic data while optimizing for performance and avoiding data lock-in issues.
- Benchmarking shows ADAM can process a 65x human genome dataset faster and cheaper than existing tools, enabling end-to-end analysis in under 2 hours on 1,024 cores.
Editing Functionality - Apollo Workshop
Apollo is a web-based application that supports and enables collaborative genome curation in real time, allowing teams of curators to improve on existing automated gene models through an intuitive interface. Apollo allows researchers to break down large amounts of data into manageable portions to mobilize groups of researchers with shared interests.
An introduction to use and functionality for the IAGC and BIPAA research communities.
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Il deep learning rappresenta una nuova famiglia di tecniche data-driven, che aprono nuovi orizzonti in quello che le macchine possono essere programmate a fare. In pochi anni abbiamo visto automobili che si guidano da sole, robot che imparano a muoversi, campioni di Go sconfitti, e molto altro ancora. Quali sono le sfide tecniche, sociali e scientifiche del prossimo futuro? E, soprattutto, queste tecnologie sono alla portata di tutti? In questo talk daremo una (brevissima) panoramica di queste questioni e delle loro possibili risposte.
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* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
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The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
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van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.Presentation of the OECD Artificial Intelligence Review of Germany
Consult the full report at https://www.oecd.org/digital/oecd-artificial-intelligence-review-of-germany-609808d6-en.htm
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During the hour, we’ll take you through:
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This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
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We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on integration of Salesforce with Bonterra Impact Management.
Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
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Main news related to the CCS TSI 2023 (2023/1695)
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 .
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
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2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
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