JavaScript fundamental data types and functions
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JavaScript 101 provides an overview of JavaScript including: - JavaScript was designed in 1995 by Brendon Eich to replace Java for web pages. It incorporates principles from Java, Self, and Scheme. - The ECMA standardized JavaScript as ECMAScript. The latest version 5 includes strict mode for improved error checking. - Basic types in JavaScript include numbers, strings, booleans, objects, arrays, regular expressions, functions, null, and undefined. - Objects are dynamic collections of properties that can have methods to get, set, and delete properties. Properties can also have attributes like value and configuration. - Functions are objects that can be invoked. They are composed of parameters, statements,
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This document describes a convolutional neural network model that was trained to play the 1990 video game Stunts. The model takes screenshots of the game as 320x200 pixel RGB images and uses them to train a multi-class classification model with 8 direction outputs plus a no input option. The model was trained on over 21,000 images and takes around 50 minutes to fit. Resources for learning more about neural networks and deep learning with Python are also provided.
State of game development
This document provides an overview of an individual's background in programming and game development as well as information about their company. It summarizes their experience starting in 1987, obtaining a Master's degree, and mentoring interns. Charts also show the company has produced over 150 game titles across multiple platforms, employed over 1000 people both permanently and temporarily, and earned international awards. Resources for the South African game development community are also listed.
Roguelike Theory
The document discusses the annual 7 Day Roguelike Challenge where developers create a roguelike game in 7 days. It also discusses different interpretations of what defines a roguelike, including the 2008 Berlin Interpretation and Darren Grey's disagreement with strictly defining roguelikes. Finally, it provides some key characteristics that are commonly associated with roguelikes such as being inherently replayable, rewarding cleverness and tactics, and being unforgiving but honest.
Prototyping with Text Adventures and MUDs
Creating text adventures allows a designer to abstract away a lot of graphical and physics-based complexity to focus on the world they want to build and the puzzles they want the player to interact with.
Create a worthwhile internship programme
The document outlines recommendations for creating an effective internship program. It suggests assigning interns to real projects with end-to-end involvement and client engagement to develop soft skills. Interns should be provided their own technology stack and access to tools to gain experience for future employment. The ideal program pairs interns with experienced developer mentors on projects and allows room for interns to improve their skills and abilities over time through effort.
Machine Learning & Unity
This document discusses machine learning and how it can be used with Unity. It covers what machine learning can do using examples like data science and reinforcement learning. It explains how Unity can be used as an environment to observe and receive actions from machine learning models, and also to run trained models using TensorFlowSharp. It provides technical details on neural networks and model training. Finally, it recommends resources for learning more about machine learning and getting started with tools like OpenAI Gym and Unity.
Narrative without fluff
Comparing 2 boardgames I examine how mechanics can be used to produce a narrative
Comparing the scrum definition to its practice
This document discusses the definition of Scrum versus its practice based on a study. It defines Scrum and Agile and outlines an agenda to discuss the research method, results, and conclusion. The results show that Scrum practice scores poorly compared to its definition in key areas like iterations, testing, product backlog, and burn down charts. The conclusion is that Scrum practice is not an effective software engineering approach as teams are not completing sprints and not tracking progress systematically as defined by Scrum.
Overview of System Virtualization
This document provides an overview of system virtualization. It defines virtualization as the abstraction of hardware resources into multiple execution environments. The benefits of virtualization include hardware independence, isolation, manageability and new opportunities like software as a service. The history of virtualization is discussed, along with hypervisor architecture and how hardware assists with virtualization. Considerations for virtualization like management complexity, pitfalls and skills requirements are also covered.
Text adventures & muds
The presentation provides a history of text adventures and MUDs, including:
- Colossal Cave Adventure and Zork, two early text adventure games from the 1970s
- The development of the Z-machine virtual machine and Inform compiler to allow interactive fiction games to run on various platforms
- The first graphical adventure game Mystery House and founding of Sierra On-Line
- The creation of early multiplayer games like MUD1 and their variants focusing on different styles of play
- How guidelines for writing interactive fiction can influence modern game design
Why you should make board games?
Designing board games has benefits over digital games as it requires no art or programming skills. Players can understand game pieces and learn the rules from each other through play. While board games require writing clear rules and balancing gameplay, they allow designers to practice game development free from technical challenges and focus on interactive and replayable mechanics.
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Full-RAG: A modern architecture for hyper-personalization
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
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HCL Notes and Domino License Cost Reduction in the World of DLAU
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
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
Uni Systems Copilot event_05062024_C.Vlachos.pdf
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Artificial Intelligence for XMLDevelopment
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Communications Mining Series - Zero to Hero - Session 1
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...Edge AI and Vision Alliance
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
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.UiPath Test Automation using UiPath Test Suite series, part 6
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Removing Uninteresting Bytes in Software Fuzzing
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
National Security Agency - NSA mobile device best practices
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
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* What is Vector Search?
* Importance and benefits of vector search
* 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
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Infrastructure Challenges in Scaling RAG with Custom AI models
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
Imagine a world where machines not only perform tasks but also learn, adapt, and make decisions. This is the promise of Artificial Intelligence (AI), a technology that's not just enhancing our lives but revolutionizing entire industries.
Mind map of terminologies used in context of Generative AI
Mind map of common terms used in context of Generative AI.
UiPath Test Automation using UiPath Test Suite series, part 5
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
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JavaScript fundamental data types and functions
- 2. Background Netscape Navigator Designed by Brendon Eich in 1995 Built to replace Java for the web and be “easy to use” Principles from Java (syntax), Self (prototypes) & Scheme (functional) Rushed to market with good, bad & questionable design choices Microsoft created Jscript, a compatible dialect to avoid trademark issues ECMA Standardized by ECMA (European Computer Manufacturers Association) Called ECMAScript between Netscape & Microsoft Latest version 5 includes “strict mode” for more thorough error checking
- 3. Basic Types number Only 64-bit floating point No integers, longs, doubles, signed or unsigned to complicate matters Associative Law does not hold for some values (a + b) + c === a + (b + c) string 0 or more 16-bit Unicode (UCS-2) characters. No character type boolean true & false
- 4. Objects Object Literals Dynamic (not based on pre-defined class) collection of properties Property names must be a unique string within the object Basic Operations – Get, Set & Delete object.name | object[name] object.name = value | object[name] = value delete object.name | delete object[name] Property Named collection of attributes ES5 added functionality to define properties and added Get, Set functions Attributes: value, writable, configurable, enumerable, get, set
- 6. Object Types Arrays Special object with index as property names (not associative) Has properties like: length, sort(), filter() RegEx Regular expression object 2 primary methods exec() returns a match and test() returns boolean Functions An object which can be invoked with parentheses ()
- 8. Other Types null Nothing undefined Less than nothing
- 9. Functions Composition Made up of 4 parts: function, name (optional), parameters, set of statements 2 additional parameters: arguments object & this (invocation context) Invocation Method – this is the local object Function – this is the global object Apply – this is passed as a parameter Constructor – this is the new object Calling Assigning less parameters will make them undefined
- 10. Demo – Invoking Functions
- 11. Inheritance with Prototypes Prototype with functions All functions have a property prototype as a base object Use new keyword with function invocation to create new objects Constructor functions should start with a capital letter Inheritance If object doesn’t have a property look in base object
- 13. Questions?
Editor's Notes
- Value defaults to undefinedWritable defaults to falseConfigurable defaults to falseEnumerable defaults to falseGet defaults to undefinedSet defaults to undefined
- Method: local objectFunction: global object // mistake, should be outer function this objectthat work-aroundConstructor: new objectApply: choose, list of parameters