The document provides a chart summarizing CSS properties grouped into categories such as background, border, font, positioning, and table. It lists each property, a brief description, and allowed values. For example, it lists that the 'background' property can be used as a shorthand to set multiple background properties at once, and 'background-color' sets the background color with allowed values of color names, RGB and hex codes, or transparent.
This document provides descriptions and examples of common CSS properties for text formatting, lists, borders, and fonts. It lists properties like color, line-height, and text-align for text styling, list-style-type and list-style-position for lists, border-width and border-style for borders, and font-family, font-size, and font-weight for fonts. The document notes that browser support for some CSS properties may be limited.
CSS is used to style and lay out web pages. There are three types of CSS: external, internal, and inline stylesheets. External stylesheets define styles in CSS files and can be used across many web pages, internal stylesheets are defined within the <style> tags in an HTML page, and inline styles are defined within HTML elements using the style attribute. CSS selectors allow targeting specific elements using IDs, classes, types, and other attributes to style them. Common CSS properties include colors, backgrounds, borders, padding, margins, and styling of links and lists.
CSS stands for Cascading Style Sheets
Styles define how to display HTML elements
External Style Sheets can save a lot of work
Styles are normally saved in external .css files. External style sheets enable you to change the appearance and layout of all the pages in a Web site, just by editing one single file!
This document discusses CSS background properties. It explains how to set the background color, image, repeat, position, and attachment. Examples are provided to demonstrate setting the background color to yellow, repeating an image vertically and horizontally, positioning an image 100px from the left and 200px from the top, and fixing a background image to remain stationary while scrolling.
The document discusses HTML frames, including:
1. Objectives such as creating frame layouts, controlling hyperlinks between frames, and using reserved target names.
2. Advantages of frames like flexibility in design and reducing redundancy. Disadvantages include increased loading time and some browsers not supporting frames.
3. Syntax for creating frame layouts using <frameset> tags and specifying frame sizes using pixels, percentages and asterisks.
It provides details on using frames and hyperlinks, including assigning names to frames and specifying link targets.
This document summarizes various CSS text properties including color, font-weight and style, font-family, letter-spacing, text-align, text-decoration, text-transform, line-height, and word-spacing. It provides possible values and examples for setting each property to control text styling and formatting.
Basic Properties of Background in CSS for HTML.
These properties are used in web designing projects.
By using Sublime text editor, it is easy to use.
By using these properties, one can generate such attractive web pages.
This document provides descriptions and examples of common CSS properties for text formatting, lists, borders, and fonts. It lists properties like color, line-height, and text-align for text styling, list-style-type and list-style-position for lists, border-width and border-style for borders, and font-family, font-size, and font-weight for fonts. The document notes that browser support for some CSS properties may be limited.
CSS is used to style and lay out web pages. There are three types of CSS: external, internal, and inline stylesheets. External stylesheets define styles in CSS files and can be used across many web pages, internal stylesheets are defined within the <style> tags in an HTML page, and inline styles are defined within HTML elements using the style attribute. CSS selectors allow targeting specific elements using IDs, classes, types, and other attributes to style them. Common CSS properties include colors, backgrounds, borders, padding, margins, and styling of links and lists.
CSS stands for Cascading Style Sheets
Styles define how to display HTML elements
External Style Sheets can save a lot of work
Styles are normally saved in external .css files. External style sheets enable you to change the appearance and layout of all the pages in a Web site, just by editing one single file!
This document discusses CSS background properties. It explains how to set the background color, image, repeat, position, and attachment. Examples are provided to demonstrate setting the background color to yellow, repeating an image vertically and horizontally, positioning an image 100px from the left and 200px from the top, and fixing a background image to remain stationary while scrolling.
The document discusses HTML frames, including:
1. Objectives such as creating frame layouts, controlling hyperlinks between frames, and using reserved target names.
2. Advantages of frames like flexibility in design and reducing redundancy. Disadvantages include increased loading time and some browsers not supporting frames.
3. Syntax for creating frame layouts using <frameset> tags and specifying frame sizes using pixels, percentages and asterisks.
It provides details on using frames and hyperlinks, including assigning names to frames and specifying link targets.
This document summarizes various CSS text properties including color, font-weight and style, font-family, letter-spacing, text-align, text-decoration, text-transform, line-height, and word-spacing. It provides possible values and examples for setting each property to control text styling and formatting.
Basic Properties of Background in CSS for HTML.
These properties are used in web designing projects.
By using Sublime text editor, it is easy to use.
By using these properties, one can generate such attractive web pages.
This document provides an overview of Cascading Style Sheets (CSS) including:
- CSS handles the look and feel of web pages by controlling colors, fonts, spacing, layouts, backgrounds and more.
- CSS versions include CSS1 for basic formatting, CSS2 for media styles and positioning, and CSS3 for new features like colors and transforms.
- There are three ways to apply stylesheets: inline with HTML tags, internally within <style> tags, and externally with <link> tags.
- The Style Builder in Microsoft allows applying styles through a dialog box with options for fonts, backgrounds, text, positioning, and other properties. Basic CSS syntax uses selectors and properties to
This document discusses HTML forms, including:
- HTML forms allow users to enter and submit data through text boxes, buttons, checkboxes, radio buttons, and other controls.
- Forms are defined using <form> tags which specify an action and method for submitting data.
- Common form controls include text fields, passwords, checkboxes, radio buttons, buttons, textareas, and select menus.
- Accessible forms should use <label> tags, <fieldset> and <legend> elements to organize groups of controls.
- CSS can style forms and individual controls using properties like :focus and outline.
- Form layout can be controlled through <br>, tables, or CSS float and clear properties.
Hyperlinks allow users to navigate between web resources and are defined using the <a> anchor element. Hyperlinks are underlined, blue text that change the mouse cursor to a hand icon on hover. The href attribute specifies the URL of the destination resource, which can be a web page, image, email address or location within the same or different page using anchors. Browsers render hyperlinks distinctly from normal text to indicate they are clickable links.
This document provides an overview of various CSS topics including comments, colors, text formatting, positioning, and cross-browser compatibility. It explains concepts like using hexadecimal color codes, text properties like alignment and decoration, positioning elements with static, relative, absolute and fixed positioning, and strategies for aligning elements and dealing with browser inconsistencies.
Dokumen tersebut membahas tentang specificity dalam CSS, yaitu berat setiap deklarasi CSS yang menentukan seberapa spesifik suatu elemen dapat dipilih oleh selector. Selector dengan ID (#) paling spesifik, diikuti class (.), element, dan inline. Specificity dapat ditingkatkan dengan menambahkan ID, class, atau elemen agar selector lebih spesifik.
this presentation covers the following topics which are as follows
1. Introduction of css
2. History of css
3. Types of css styling
4. Css syntax
5. Css Selector
6. Css Variations Or Css Versions
This document provides an overview of CSS Grid layout and its properties for creating grid-based page layouts. CSS Grid allows dividing available space into columns and rows, and placing elements into specific areas. Key properties include display: grid;, grid-template-columns/rows to define the grid structure, and grid-column/row to position items. Grid provides a two-dimensional layout system as opposed to the one-dimensional Flexbox, and is well-suited for page-level layouts rather than component-level layouts.
This document discusses responsive web design using CSS3 media queries. It begins with an introduction to media queries and their syntax for modifying CSS based on screen width. It then covers examples of adapting layouts, images, and other design elements for different screen sizes. Finally, it addresses techniques for supporting older browsers that do not support media queries, such as using conditional comments or JavaScript libraries.
Pseudo-classes are used to define special states of CSS elements. They allow styling elements when a user mouses over, focuses on, visits, or activates them. Common pseudo-classes include :hover, :focus, :visited, and :active. Pseudo-classes can be used with CSS classes and selectors like :first-child to style specific elements, such as styling the first <p> element or changing the color of a link on hover. Pseudo-elements like ::before and ::after allow inserting content before or after elements.
Frames allow dividing a web page into separate sections or windows. Some key advantages are keeping one section static while changing others and loading multiple pages in the same browser without reloading the entire page. However, frames make printing content across frames difficult and do not allow bookmarking individual frame pages. The <frameset> tag is used to define the layout of frames on a page through attributes like rows and cols. The <frame> tag embeds pages within the layout. An example uses <frameset> to create sections for a header, navigation bar, content, and footer across frames.
This slide is about the HTML basic tags but the important point is that every tag is used and the result of tags are saved with screen shots so it help to understand the tags more easily
This document discusses Cascading Style Sheets (CSS) and how they can be used to control the style and layout of web documents. CSS allows for a consistent look across multiple platforms, division of labor between design and coding teams, and user control over formatting. CSS rules use selectors to target specific elements and properties to set styles like colors, fonts, sizes, and positioning. CSS handles inheritance of styles and prioritizes rules based on specificity. Styles can position elements outside of normal flow using relative, float, and absolute positioning.
This is the CSS Tutorial for Beginners that teach the basics of CSS. This tutorial will show the basic structure of a CSS style and will show 3 different methods to apply styles.
Media queries is very important for developing Modern Websites. This slide will guide you about Media queries. After watching this, you don't need any other tutorial or lessons.
Media queries allow CSS styles to be applied conditionally based on characteristics of the device viewing the content, like screen width. They provide a way to target specific devices and change layouts without changing the HTML. The document discusses the syntax of media queries, including using media types, features, expressions, and keywords. It provides examples of using media queries to load different style sheets or apply different CSS rules for different screen widths.
The document discusses CSS box model properties including margin, padding, border, and outline. It defines each property and provides examples of how to set widths, styles, and colors. Examples are given for using shorthand properties to set multiple border properties at once and setting margin and padding. The lab assignment is to create four web pages displaying borders, margins, and paddings as shown in the examples and submit the files in a zip folder.
CSS (Cascading Style Sheets) is a stylesheet language used to describe the presentation of HTML documents. CSS allows you to control the color, font, size, spacing, and other aspects of HTML elements. CSS properties like background, text, font, links, lists and box model can be used to format HTML elements. CSS rules have selectors that specify the element to which a declaration applies, and declarations that contain property-value pairs that define the presentation of the element.
This document provides a summary of CSS properties for backgrounds, text, fonts, links, lists, and borders. It includes over 50 properties organized into categories with brief descriptions and allowed values for each. Some key properties described include background-color, color, font-family, text-align, list-style-type, and border related properties.
The document discusses how to add styles and interactivity to elements using CSS and JavaScript. It provides information on CSS border properties that specify borders around elements, as well as outline properties that specify outlines. Examples are given for setting various border styles, widths, colors and more using CSS syntax.
This document provides an overview of Cascading Style Sheets (CSS) including:
- CSS handles the look and feel of web pages by controlling colors, fonts, spacing, layouts, backgrounds and more.
- CSS versions include CSS1 for basic formatting, CSS2 for media styles and positioning, and CSS3 for new features like colors and transforms.
- There are three ways to apply stylesheets: inline with HTML tags, internally within <style> tags, and externally with <link> tags.
- The Style Builder in Microsoft allows applying styles through a dialog box with options for fonts, backgrounds, text, positioning, and other properties. Basic CSS syntax uses selectors and properties to
This document discusses HTML forms, including:
- HTML forms allow users to enter and submit data through text boxes, buttons, checkboxes, radio buttons, and other controls.
- Forms are defined using <form> tags which specify an action and method for submitting data.
- Common form controls include text fields, passwords, checkboxes, radio buttons, buttons, textareas, and select menus.
- Accessible forms should use <label> tags, <fieldset> and <legend> elements to organize groups of controls.
- CSS can style forms and individual controls using properties like :focus and outline.
- Form layout can be controlled through <br>, tables, or CSS float and clear properties.
Hyperlinks allow users to navigate between web resources and are defined using the <a> anchor element. Hyperlinks are underlined, blue text that change the mouse cursor to a hand icon on hover. The href attribute specifies the URL of the destination resource, which can be a web page, image, email address or location within the same or different page using anchors. Browsers render hyperlinks distinctly from normal text to indicate they are clickable links.
This document provides an overview of various CSS topics including comments, colors, text formatting, positioning, and cross-browser compatibility. It explains concepts like using hexadecimal color codes, text properties like alignment and decoration, positioning elements with static, relative, absolute and fixed positioning, and strategies for aligning elements and dealing with browser inconsistencies.
Dokumen tersebut membahas tentang specificity dalam CSS, yaitu berat setiap deklarasi CSS yang menentukan seberapa spesifik suatu elemen dapat dipilih oleh selector. Selector dengan ID (#) paling spesifik, diikuti class (.), element, dan inline. Specificity dapat ditingkatkan dengan menambahkan ID, class, atau elemen agar selector lebih spesifik.
this presentation covers the following topics which are as follows
1. Introduction of css
2. History of css
3. Types of css styling
4. Css syntax
5. Css Selector
6. Css Variations Or Css Versions
This document provides an overview of CSS Grid layout and its properties for creating grid-based page layouts. CSS Grid allows dividing available space into columns and rows, and placing elements into specific areas. Key properties include display: grid;, grid-template-columns/rows to define the grid structure, and grid-column/row to position items. Grid provides a two-dimensional layout system as opposed to the one-dimensional Flexbox, and is well-suited for page-level layouts rather than component-level layouts.
This document discusses responsive web design using CSS3 media queries. It begins with an introduction to media queries and their syntax for modifying CSS based on screen width. It then covers examples of adapting layouts, images, and other design elements for different screen sizes. Finally, it addresses techniques for supporting older browsers that do not support media queries, such as using conditional comments or JavaScript libraries.
Pseudo-classes are used to define special states of CSS elements. They allow styling elements when a user mouses over, focuses on, visits, or activates them. Common pseudo-classes include :hover, :focus, :visited, and :active. Pseudo-classes can be used with CSS classes and selectors like :first-child to style specific elements, such as styling the first <p> element or changing the color of a link on hover. Pseudo-elements like ::before and ::after allow inserting content before or after elements.
Frames allow dividing a web page into separate sections or windows. Some key advantages are keeping one section static while changing others and loading multiple pages in the same browser without reloading the entire page. However, frames make printing content across frames difficult and do not allow bookmarking individual frame pages. The <frameset> tag is used to define the layout of frames on a page through attributes like rows and cols. The <frame> tag embeds pages within the layout. An example uses <frameset> to create sections for a header, navigation bar, content, and footer across frames.
This slide is about the HTML basic tags but the important point is that every tag is used and the result of tags are saved with screen shots so it help to understand the tags more easily
This document discusses Cascading Style Sheets (CSS) and how they can be used to control the style and layout of web documents. CSS allows for a consistent look across multiple platforms, division of labor between design and coding teams, and user control over formatting. CSS rules use selectors to target specific elements and properties to set styles like colors, fonts, sizes, and positioning. CSS handles inheritance of styles and prioritizes rules based on specificity. Styles can position elements outside of normal flow using relative, float, and absolute positioning.
This is the CSS Tutorial for Beginners that teach the basics of CSS. This tutorial will show the basic structure of a CSS style and will show 3 different methods to apply styles.
Media queries is very important for developing Modern Websites. This slide will guide you about Media queries. After watching this, you don't need any other tutorial or lessons.
Media queries allow CSS styles to be applied conditionally based on characteristics of the device viewing the content, like screen width. They provide a way to target specific devices and change layouts without changing the HTML. The document discusses the syntax of media queries, including using media types, features, expressions, and keywords. It provides examples of using media queries to load different style sheets or apply different CSS rules for different screen widths.
The document discusses CSS box model properties including margin, padding, border, and outline. It defines each property and provides examples of how to set widths, styles, and colors. Examples are given for using shorthand properties to set multiple border properties at once and setting margin and padding. The lab assignment is to create four web pages displaying borders, margins, and paddings as shown in the examples and submit the files in a zip folder.
CSS (Cascading Style Sheets) is a stylesheet language used to describe the presentation of HTML documents. CSS allows you to control the color, font, size, spacing, and other aspects of HTML elements. CSS properties like background, text, font, links, lists and box model can be used to format HTML elements. CSS rules have selectors that specify the element to which a declaration applies, and declarations that contain property-value pairs that define the presentation of the element.
This document provides a summary of CSS properties for backgrounds, text, fonts, links, lists, and borders. It includes over 50 properties organized into categories with brief descriptions and allowed values for each. Some key properties described include background-color, color, font-family, text-align, list-style-type, and border related properties.
The document discusses how to add styles and interactivity to elements using CSS and JavaScript. It provides information on CSS border properties that specify borders around elements, as well as outline properties that specify outlines. Examples are given for setting various border styles, widths, colors and more using CSS syntax.
The document describes various CSS properties for animation, background, border, box model, color, content, dimension, flexible box and other categories. It provides the property name, a brief description and the CSS specification version number that introduced each property.
This document provides an overview of CSS properties for controlling the visual formatting of HTML elements. It describes properties for boxes, text, visual effects, tables, lists, positioning, and media queries. Key areas covered include the box model properties of margin, padding, border, dimensions and positioning. Font properties like font-family, size, style and text properties such as color, alignment are also summarized. The document acts as a reference for many basic and advanced CSS properties.
This document provides a quick reference guide for CSS 3 properties grouped into categories including background, border, box model, and font. It lists many common CSS properties such as background-color, border-style, float, font-size, margin, padding, and their possible values like transparent, solid, left, medium, auto, etc.
This document provides a quick reference guide to CSS3 properties organized into categories such as background, border, box model, font, text, etc. It lists each property name, a brief description, and allowed values. The guide spans 5 pages and includes over 250 CSS properties.
This quick reference guide provides an overview of CSS properties for styling backgrounds, borders, boxes, fonts, margins, and padding. It lists various properties for backgrounds including background-color, background-image, and background-position. The guide also covers border properties such as border-width, border-style, and border-color and box model properties like width, height, padding, and margin.
This document provides a quick reference guide for CSS 3 properties grouped into categories including background, border, box model, and font. It lists many common CSS properties such as background-color, border-style, float, font-size, margin, and padding along with their possible values.
This quick reference guide provides an overview of CSS properties for styling backgrounds, borders, boxes, fonts, margins, and padding. It lists various properties for backgrounds including background-color, background-image, and background-position. The guide also covers border properties such as border-width, border-style, and border-color and box model properties like width, height, padding, and margin.
This document provides a quick reference guide to CSS properties organized into categories such as background, border, box model, font, text, etc. It lists each property name, a brief description, and possible property values. The guide spans 5 pages and includes over 250 CSS properties for styling web pages.
This document provides an overview of CSS properties for controlling the visual formatting of HTML elements. It lists properties for styling boxes, text, visual effects like borders, positioning elements, paging, tables, fonts, and interfaces. It also describes CSS selectors for applying styles to different elements based on type, class, ID, and relationship in the DOM tree.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...Fwdays
Direct losses from downtime in 1 minute = $5-$10 thousand dollars. Reputation is priceless.
As part of the talk, we will consider the architectural strategies necessary for the development of highly loaded fintech solutions. We will focus on using queues and streaming to efficiently work and manage large amounts of data in real-time and to minimize latency.
We will focus special attention on the architectural patterns used in the design of the fintech system, microservices and event-driven architecture, which ensure scalability, fault tolerance, and consistency of the entire system.
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/
Dandelion Hashtable: beyond billion requests per second on a commodity serverAntonios Katsarakis
This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).
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.
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
[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.
The Department of Veteran Affairs (VA) invited Taylor Paschal, Knowledge & Information Management Consultant at Enterprise Knowledge, to speak at a Knowledge Management Lunch and Learn hosted on June 12, 2024. All Office of Administration staff were invited to attend and received professional development credit for participating in the voluntary event.
The objectives of the Lunch and Learn presentation were to:
- Review what KM ‘is’ and ‘isn’t’
- Understand the value of KM and the benefits of engaging
- Define and reflect on your “what’s in it for me?”
- Share actionable ways you can participate in Knowledge - - Capture & Transfer
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
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
"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.
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.
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.
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.
"Choosing proper type of scaling", Olena SyrotaFwdays
Imagine an IoT processing system that is already quite mature and production-ready and for which client coverage is growing and scaling and performance aspects are life and death questions. The system has Redis, MongoDB, and stream processing based on ksqldb. In this talk, firstly, we will analyze scaling approaches and then select the proper ones for our system.
1. CSS Property Chart
Background
Property Description Values
background A shorthand property for setting all background background-color
properties in one declaration background-image
background-repeat background-
attachment background-position
background-attachment Sets whether a background image is fixed or scroll
scrolls with the rest of the page fixed
background-color Sets the background color of an element color-rgb
color-hex
color-name
transparent
background-image Sets an image as the background url(URL)
none
background-position Sets the starting position of a background top left
image top center
top right
center left
center center
center right
bottom left
bottom center
bottom right
x% y%
xpos ypos
background-repeat Sets if/how a background image will be repeat
repeated repeat-x
repeat-y
no-repeat
Border
Property Description Values
border A shorthand property for setting all of the border-width
properties for the four borders in one border-style
declaration border-color
border-bottom A shorthand property for setting all of the border-bottom-width
properties for the bottom border in one border-style
declaration border-color
border-bottom-color Sets the color of the bottom border border-color
border-bottom-style Sets the style of the bottom border border-style
border-bottom-width Sets the width of the bottom border thin
medium
thick
length
border-color Sets the color of the four borders, can have color
from one to four colors
2. border-left A shorthand property for setting all of the border-left-width
properties for the left border in one border-style
declaration border-color
border-left-color Sets the color of the left border border-color
border-left-style Sets the style of the left border border-style
border-left-width Sets the width of the left border thin
medium
thick
length
border-right A shorthand property for setting all of the border-right-width
properties for the right border in one border-style
declaration border-color
border-right-color Sets the color of the right border border-color
border-right-style Sets the style of the right border border-style
border-right-width Sets the width of the right border thin
medium
thick
length
border-style Sets the style of the four borders, can have none
from one to four styles hidden
dotted
dashed
solid
double
groove
ridge
inset
outset
border-top A shorthand property for setting all of the border-top-width
properties for the top border in one border-style
declaration border-color
border-top-color Sets the color of the top border border-color
border-top-style Sets the style of the top border border-style
border-top-width Sets the width of the top border thin
medium
thick
length
border-width A shorthand property for setting the width of thin
the four borders in one declaration, can have medium
from one to four values thick
length
Classification
Property Description Values
clear Sets the sides of an element where other left
floating elements are not allowed right
both
none
3. cursor Specifies the type of cursor to be displayed url
auto
crosshair
default
pointer
move
e-resize
ne-resize
nw-resize
n-resize
se-resize
sw-resize
s-resize
w-resize
text
wait
help
display Sets how/if an element is displayed none
inline
block
list-item
run-in
compact
marker
table
inline-table
table-row-group
table-header-group
table-footer-group
table-row
table-column-group
table-column
table-cell
table-caption
float Sets where an image or a text will appear in left
another element right
none
position Places an element in a static, relative, static
absolute or fixed position relative
absolute
fixed
visibility Sets if an element should be visible or invisible visible
hidden
collapse
Dimension
Property Description Values
height Sets the height of an element auto
length
%
4. line-height Sets the distance between lines normal
number
length
%
max-height Sets the maximum height of an element none
length
%
max-width Sets the maximum width of an element none
length
%
min-height Sets the minimum height of an element length
%
min-width Sets the minimum width of an element length
%
width Sets the width of an element auto
%
length
Font
Property Description Values
font A shorthand property for setting all of the font-style
properties for a font in one declaration font-variant
font-weight
font-size/line-height
font-family
caption
icon
menu
message-box
small-caption
status-bar
font-family A prioritized list of font family names and/or family-name
generic family names for an element generic-family
font-size Sets the size of a font xx-small
x-small
small
medium
large
x-large
xx-large
smaller
larger
length
%
font-size-adjust Specifies an aspect value for an element that none
will preserve the x-height of the first-choice number
font
font-stretch Condenses or expands the current font-family normal
wider
5. narrower
ultra-condensed
extra-condensed
condensed
semi-condensed
semi-expanded
expanded
extra-expanded
ultra-expanded
font-style Sets the style of the font normal
italic
oblique
font-variant Displays text in a small-caps font or a normal normal
font small-caps
font-weight Sets the weight of a font normal
bold
bolder
lighter
100
200
300
400
500
600
700
800
900
Generated Content
Property Description Values
content Generates content in a document. Used with string
the :before and :after pseudo-elements url
counter(name)
counter(name, list-style-type)
counters(name, string)
counters(name, string, list-style-
type)
attr(X)
open-quote
close-quote
no-open-quote
no-close-quote
counter-increment Sets how much the counter increments on each none
occurrence of a selector identifier number
counter-reset Sets the value the counter is set to on each none
occurrence of a selector identifier number
quotes Sets the type of quotation marks none
string string
6. List and Marker
Property Description Values
list-style A shorthand property for setting all of the list-style-type
properties for a list in one declaration list-style-position
list-style-image
list-style-image Sets an image as the list-item marker none
url
list-style-position Sets where the list-item marker is placed in the inside
list outside
list-style-type Sets the type of the list-item marker none
disc
circle
square
decimal
decimal-leading-zero
lower-roman
upper-roman
lower-alpha
upper-alpha
lower-greek
lower-latin
upper-latin
hebrew
armenian
georgian
cjk-ideographic
hiragana
katakana
hiragana-iroha
katakana-iroha
marker-offset auto
length
Margin
Property Description Values
margin A shorthand property for setting the margin margin-top
properties in one declaration margin-right
margin-bottom
margin-left
margin-bottom Sets the bottom margin of an element auto
length
%
margin-left Sets the left margin of an element auto
length
%
margin-right Sets the right margin of an element auto
7. length
%
margin-top Sets the top margin of an element auto
length
%
Outlines
Property Description Values
outline A shorthand property for setting all the outline outline-color
properties in one declaration outline-style
outline-width
outline-color Sets the color of the outline around an element color
invert
outline-style Sets the style of the outline around an element none
dotted
dashed
solid
double
groove
ridge
inset
outset
outline-width Sets the width of the outline around an thin
element medium
thick
length
Padding
Property Description Values
padding A shorthand property for setting all of the padding-top
padding properties in one declaration padding-right
padding-bottom
padding-left
padding-bottom Sets the bottom padding of an element length
%
padding-left Sets the left padding of an element length
%
padding-right Sets the right padding of an element length
%
padding-top Sets the top padding of an element length
%
8. Positioning
Property Description Values
bottom Sets how far the bottom edge of an element is auto
above/below the bottom edge of the parent %
element length
clip Sets the shape of an element. The element is shape
clipped into this shape, and displayed auto
left Sets how far the left edge of an element is to auto
the right/left of the left edge of the parent %
element length
overflow Sets what happens if the content of an element visible
overflow its area hidden
scroll
auto
position Places an element in a static, relative, static
absolute or fixed position relative
absolute
fixed
right Sets how far the right edge of an element is to auto
the left/right of the right edge of the parent %
element length
top Sets how far the top edge of an element is auto
above/below the top edge of the parent %
element length
vertical-align Sets the vertical alignment of an element baseline
sub
super
top
text-top
middle
bottom
text-bottom
length
%
z-index Sets the stack order of an element auto
number
Table
Property Description Values
border-collapse Sets whether the table borders are collapsed collapse
into a single border or detached as in standard separate
HTML
border-spacing Sets the distance that separates cell borders length length
(only for the "separated borders" model)
caption-side Sets the position of the table caption top
9. bottom
left
right
empty-cells Sets whether or not to show empty cells in a show
table (only for the "separated borders" model) hide
table-layout Sets the algorithm used to display the table auto
cells, rows, and columns fixed
Text
Property Description Values
color Sets the color of a text color
direction Sets the text direction ltr
rtl
line-height Sets the distance between lines normal
number
length
%
letter-spacing Increase or decrease the space between normal
characters length
text-align Aligns the text in an element left
right
center
justify
text-decoration Adds decoration to text none
underline
overline
line-through
blink
text-indent Indents the first line of text in an element length
%
text-shadow none
color
length
text-transform Controls the letters in an element none
capitalize
uppercase
lowercase
unicode-bidi normal
embed
bidi-override
white-space Sets how white space inside an element is normal
handled pre
nowrap
word-spacing Increase or decrease the space between words normal
length
10. Pseudo-classes
Pseudo-class Purpose
:active Adds special style to an activated element
:focus Adds special style to an element while the element has focus
:hover Adds special style to an element when you mouse over it
:link Adds special style to an unvisited link
:visited Adds special style to a visited link
:first-child Adds special style to an element that is the first child of some other element
:lang Allows the author to specify a language to use in a specified element
Pseudo-elements
Pseudo-element Purpose
:first-letter Adds special style to the first letter of a text
:first-line Adds special style to the first line of a text
:before Inserts some content before an element
:after Inserts some content after an element