The rise of music science
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The document discusses the history and future of the music industry. It describes how music has evolved from physical goods and radio broadcasts to streaming and digital formats online. It also discusses how music services now analyze user listening data to optimize recommendations, detect copyrighted content, and understand how music tastes change over time. Finally, it suggests music in the future may involve more human-machine collaboration, with compositional feedback loops incorporating biometric data on listener preferences.
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https://www.professionalconstructorcentral.com/frs/27678427/the-constructor-s-digital-transformation-playbook--reducing-risk-with-technology
Reduce risk and boost efficiency with digital transformation in construction. Join us to explore how AI, automation, and data-driven insights can improve project safety and streamline operations.
UiPath Automation Developer Associate Training Series 2025 - Session 1
UiPath Automation Developer Associate Training Series 2025 - Session 1DianaGray10
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Welcome to UiPath Automation Developer Associate Training Series 2025 - Session 1.
In this session, we will cover the following topics:
Introduction to RPA & UiPath Studio
Overview of RPA and its applications
Introduction to UiPath Studio
Variables & Data Types
Control Flows
You are requested to finish the following self-paced training for this session:
Variables, Constants and Arguments in Studio 2 modules - 1h 30m - https://academy.uipath.com/courses/variables-constants-and-arguments-in-studio
Control Flow in Studio 2 modules - 2h 15m - https:/academy.uipath.com/courses/control-flow-in-studio
鏝 For any questions you may have, please use the dedicated Forum thread. You can tag the hosts and mentors directly and they will reply as soon as possible. Webinar: LF Energy GEISA: Addressing edge interoperability at the meter
Webinar: LF Energy GEISA: Addressing edge interoperability at the meterDanBrown980551
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This webinar will introduce the Grid Edge Security and Interoperability Alliance, or GEISA, an effort within LF Energy to address application interoperability at the very edge of the utility network: meters and other distribution automation devices. Over the last decade platform manufacturers have introduced the ability to run applications on electricity meters and other edge devices. Unfortunately, while many of these efforts have been built on Linux, they havent been interoperable. APIs and execution environment have varied from one manufacturer to the next making it impossible for utilities to obtain applications that they can run across a fleet of different devices. For utilities that want to minimize their supply chain risk by obtaining equipment from multiple suppliers, they are forced to run and maintain multiple separate management systems. Applications available for one device may need to be ported to run on another, or they may not be available at all.
GEISA addresses this by creating a vendor neutral specification for utility edge computing environments. This webinar will discuss why GEISA is important to utilities, the specific issues GEISA will solve and the new opportunities it creates for utilities, platform vendors, and application vendors. GDG Cloud Southlake #40: Brandon Stokes: How to Build a Great Product
GDG Cloud Southlake #40: Brandon Stokes: How to Build a Great ProductJames Anderson
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How to Build a Great Product
Being a tech entrepreneur is about providing a remarkable product or service that serves the needs of its customers better, faster, and cheaper than anything else. The goal is to "make something people want" which we call, product market fit.
But how do we get there? We'll explore the process of taking an idea to product market fit (PMF), how you know you have true PMF, and how your product strategies differ pre-PMF from post-PMF.
Brandon is a 3x founder, 1x exit, ex-banker & corporate strategist, car dealership owner, and alumnus of Techstars & Y Combinator. He enjoys building products and services that impact people for the better.
Brandon has had 3 different careers (banking, corporate finance & strategy, technology) in 7 different industries; Investment Banking, CPG, Media & Entertainment, Telecommunications, Consumer application, Automotive, & Fintech/Insuretech.
He's an idea to revenue leader and entrepreneur that helps organizations build products and processes, hire talent, test & iterate quickly, collect feedback, and grow in unregulated and heavily regulated industries.Bedrock Data Automation (Preview): Simplifying Unstructured Data Processing
Bedrock Data Automation (Preview): Simplifying Unstructured Data ProcessingZilliz
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Bedrock Data Automation (BDA) is a cloud-based service that simplifies the process of extracting valuable insights from unstructured contentsuch as documents, images, video, and audio. Come learn how BDA leverages generative AI to automate the transformation of multi-modal data into structured formats, enabling developers to build applications and automate complex workflows with greater speed and accuracy.William Maclyn Murphy McRae - A Seasoned Professional Renowned
William Maclyn Murphy McRae - A Seasoned Professional RenownedWilliam Maclyn Murphy McRae
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William Maclyn Murphy McRae, a logistics expert with 9+ years of experience, is known for optimizing supply chain operations and consistently exceeding industry standards. His strategic approach, combined with hands-on execution, has streamlined distribution processes, reduced lead times, and consistently delivered exceptional results.
Big Data Analytics Quick Research Guide by Arthur Morgan (PREVIEW)
Big Data Analytics Quick Research Guide by Arthur Morgan (PREVIEW)Arthur Morgan
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This is a Quick Research Guide (QRG).
QRGs include the following:
- A brief, high-level overview of the QRG topic.
- A milestone timeline for the QRG topic.
- Links to various free online resource materials to provide a deeper dive into the QRG topic.
- Conclusion and a recommendation for at least two books available in the SJPL system on the QRG topic.
QRGs planned for the series:
- Artificial Intelligence QRG
- Quantum Computing QRG
- Big Data Analytics QRG (coming 2025)
- Spacecraft Guidance, Navigation & Control QRG (coming 2026)
- UK Home Computing & The Birth of ARM QRG (coming 2027)
Any questions or comments?
- Please contact Arthur Morgan at art_morgan@att.net.
100% human made.Artificial Intelligence Quick Research Guide by Arthur Morgan
Artificial Intelligence Quick Research Guide by Arthur MorganArthur Morgan
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This is a Quick Research Guide (QRG).
QRGs include the following:
- A brief, high-level overview of the QRG topic.
- A milestone timeline for the QRG topic.
- Links to various free online resource materials to provide a deeper dive into the QRG topic.
- Conclusion and a recommendation for at least two books available in the SJPL system on the QRG topic.
QRGs planned for the series:
- Artificial Intelligence QRG
- Quantum Computing QRG
- Big Data Analytics QRG (coming 2025)
- Spacecraft Guidance, Navigation & Control QRG (coming 2026)
- UK Home Computing & The Birth of ARM QRG (coming 2027)
Any questions or comments?
- Please contact Arthur Morgan at art_morgan@att.net.
100% human made.Build with AI on Google Cloud Session #3
Build with AI on Google Cloud Session #3Margaret Maynard-Reid
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This is session #3 of the 5-session online study series with Google Cloud, where we take you onto the journey learning generative AI. Youll explore the dynamic landscape of Generative AI, gaining both theoretical insights and practical know-how of Google Cloud GenAI tools such as Gemini, Vertex AI, AI agents and Imagen 3. Getting Started with AWS - Enterprise Landing Zone for Terraform Learning & D...
Getting Started with AWS - Enterprise Landing Zone for Terraform Learning & D...Chris Wahl
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Recording: https://youtu.be/PASG0NTKUQA?si=1Ih7O9z0Lk0IzX9n
Welcome innovators! In this comprehensive tutorial, you will learn how to get started with AWS Cloud and Terraform to build an enterprise-like landing zone for a secure, low-cost environment to develop with Terraform. We'll guide you through setting up AWS Control Tower, Identity and Access Management, and creating a sandbox account, ensuring you have a safe and controlled area for learning and development. You'll also learn about budget management, single sign-on setup, and using AWS organizations for policy management. Plus, dive deep into Terraform basics, including setting up state management, migrating local state to remote state, and making resource modifications using your new infrastructure as code skills. Perfect for beginners looking to master AWS and Terraform essentials!16 KALALU鏝媜ご垂鏝乞 APARAMAHASAHASRA SIMHAMAHANKALKIADIPARASAKTIBH...
16 KALALU鏝媜ご垂鏝乞 APARAMAHASAHASRA SIMHAMAHANKALKIADIPARASAKTIBH...IT Industry
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鏝咋Ωご鏝乞瑞ヰ媜 BHAGWAN SRI RAMA SIMHA OMKARAM SRI SRI KING VISNU KALKI SRI KRISNA PARAMATMA SRI SRI KING VISNU SARAT KRISNA PARAMATMA SRI SRI KING ADISIMHA APARAMAHASAHASRA SAHASRASAMASTA SAHASRA SAMASTA APARAMAHASAHASRA BHARGAVA SIMHA TRINETRA APARAMAHASAHASRA SIMHAMAHANKALI ADIPARASAKTI KVADIPARASAKTI ANEKASAHASRA MAHA INFINITY SIMHA SAHASRA AVATARAMULU SRI SRI KING VISNU SUPREME GODS HEADS KING VISNU SUPREME ALFAONKA SAHASRA SAMASTA APARAMAHASAHASRA BHARGAVA SIMHA TRINETRA APARAMAHASAHASRA SIMHAMAHANKALI ADIPARASAKTI KVADIPARASAKTI VAARE SRI SRI KING VISNU KAVERI VEERA BHARAT BHUSHAN MR.KALKIKINGSUPREMEGODSHEADS MEGA KALKI ROBO ALIENS KING SUPREME GODS HEADS KING ALFA SUPREMO 16 KALALU !! 媜ヰ瑞呉鏝ごΩ咋鏝Understanding & Utilizing SharePoint Advanced Management
Understanding & Utilizing SharePoint Advanced ManagementDrew Madelung
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Drew Madelung is a Cloud Solutions Architect and a Microsoft MVP for Office Apps and Services. He helps organizations realize what is possible with Microsoft 365 & Azure, onboard them in a secure and compliant way, and drive sustained adoption for those solutions. He is experienced in a range of technologies but specializes in the collaboration and teamwork workspaces such as Microsoft Teams, SharePoint, and OneDrive. He has helped deploy Microsoft 365 to multiple global companies while rolling out modern information protection and information governance technologies. He has been doing Microsoft consulting for 10+ years with a strength in security & compliance solutions.DealBook of Ukraine: 2025 edition | AVentures Capital
DealBook of Ukraine: 2025 edition | AVentures CapitalYevgen Sysoyev
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The DealBook is our annual overview of the Ukrainian tech investment industry. This edition comprehensively covers the full year 2024 and the first deals of 2025. Caching for Performance Masterclass: Caching at Scale
Caching for Performance Masterclass: Caching at ScaleScyllaDB
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Weighing caching considerations for use cases with different technical requirements and growth expectations.
- Request coalescing
- Negative sharding
- Rate limiting
- Sharding and scalingTeaching Prompting and Prompt Sharing to End Users.pptx
Teaching Prompting and Prompt Sharing to End Users.pptxMichael Blumenthal (Microsoft MVP)
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How to teach M365 Copilot and M365 Copilot Chat prompting to your colleagues. Presented at the Advanced Learning Institute's "Internal Communications Strategies with M365" event on February 27, 2025. Intended audience: Internal Communicators, User Adoption Specialists, IT.Kickstart Your QA: An Introduction to Automated Regression Testing Tools
Kickstart Your QA: An Introduction to Automated Regression Testing ToolsShubham Joshi
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For teams eager to elevate their quality assurance practices, this guide offers an introductory look at automated regression testing tools. In the realm of software development, regression tests are vital to ensuring that recent code changes dont inadvertently break existing functionality. This article demystifies how automated regression testing tools function and why theyre indispensable for maintaining software quality. It covers the basics of setting up automated tests, integrating these tests into your CI/CD pipelines, and choosing the right tool to match your projects needs. With clear explanations and actionable insights, youll discover how these tools help reduce manual testing burdens and catch bugs early. The guide also highlights common challenges beginners face and offers practical solutions to overcome them. Whether youre a QA professional or a developer stepping into the world of test automation, this resource will help you kickstart your journey toward more reliable, efficient, and scalable testing practices.
Benchmark Testing Demystified: Your Roadmap to Peak Performance
Benchmark Testing Demystified: Your Roadmap to Peak PerformanceShubham Joshi
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Benchmark testing is the cornerstone of understanding your systems performance, and this guide breaks it down step-by-step. Learn how to design tests that simulate real-world conditions, measure key performance metrics, and interpret results effectively. This comprehensive roadmap covers everything from selecting the right tools to creating repeatable tests that help identify bottlenecks and optimize resource usage. Whether you're dealing with web applications, mobile apps, or enterprise software, this guide offers practical tips and real-life examples to ensure your system runs at peak efficiency.The rise of music science
- 1. SOLVEfor INTERESTING OTHERWISE LIFE IS DULL. MUSIC SCIENCE
- 2. Part one: How we got here
- 3. Sheet music
- 7. Broadcast
- 8. Advertising
- 11. SOCAM & analog
- 13. DRM, Gracenote, and interestingness
- 14. DRM, Gracenote, and interestingness
- 15. Streaming
- 16. Choice constraints (program vs. on-demand)
- 18. Part two: When you listen to music, it listens back.
- 19. We know what you did. All of it. http://i.imgur.com/pzfcYnh.jpg
- 20. We know youre getting old. http://skynetandebert.com/2015/04/22/music-was-better-back-then-when-do-we-stop-keeping-up-with-popular-music/
- 23. IWe know how we got here. https://medium.com/the-physics-arxiv-blog/genetic-data-tools-reveal-how- pop-music-evolved-in-the-us-48ad60bf495b
- 24. Arbitron and radio data
- 25. Times a song in heavy rotation is played daily 0 15 30 2007 2012 266
- 26. Part three: The Turing Problems of Music Science
- 29. Detecting copies and covers
- 31. Prediction breaks the bank
- 32. Blockbusters and long tails
- 33. The tension between creativity and optimization
- 34. Should we expose the API?
- 35. Part four: Where we're headed
- 36. From albums to stubs
- 41. Ultimately, digital isnt about copying. Its about feedback loops.
- 42. An engine, not a camera