2018 data engineering for ml asset management for features and modelsGe Org
This document discusses asset management challenges for machine learning models. It notes that ML can increase productivity by 50x but achieving this requires addressing hidden complexities, such as data and model dependencies. The document reviews several open source solutions for managing ML workflows, models, code, data and deployments. These include Seldon.io for serving ML, Vespa for low latency serving with data, DVC for versioning code and data, and PipelineAI for reproducible model pipelines and serving. However, the document notes there is no single solution and integrating components remains challenging due to the interconnected nature of ML systems.
2018 data engineering for ml asset management for features and modelsGe Org
This document discusses asset management challenges for machine learning models. It notes that ML can increase productivity by 50x but achieving this requires addressing hidden complexities, such as data and model dependencies. The document reviews several open source solutions for managing ML workflows, models, code, data and deployments. These include Seldon.io for serving ML, Vespa for low latency serving with data, DVC for versioning code and data, and PipelineAI for reproducible model pipelines and serving. However, the document notes there is no single solution and integrating components remains challenging due to the interconnected nature of ML systems.
Topik 24 Processing Data dan Visualisasi.pptx.pptwidisalendra1
Ringkasan dokumen tersebut adalah:
Dokumen tersebut membahas tentang data processing dan visualisasi, meliputi pengertian, tujuan, tahapan data processing, jenis dan metode data processing, pengertian dan kegunaan visualisasi data serta contoh aplikasi visualisasi data untuk memantau suhu dan kelembaban di lahan pertanian.
Sistem Kendali Ketinggian Air Menggunakan PIDhusnymubarak20
Sistem Kendali PID ini dingunakan untuk mengontrol ketinggian air. Aktuator yang digunakan adalah motor DC. Driver yang digunakan adalah Mosfet. Sensor yang digunakan adalah sensor ultrasonik.
Penelitian di bidang ilmu komputer meliputi berbagai tema seperti pemrosesan teks, sistem informasi, temu kembali informasi, grafika komputer, pengolahan citra, dan teknik perangkat lunak. Penelitian dapat dilakukan dengan pendekatan kuantitatif maupun kualitatif dengan metode seperti survei, studi kasus, eksperimen, dan action research. Bidang-bidang utama ilmu komputer seperti sistem informasi, teknik perangkat lun
<p>Серия:Военно-морская. Количество предметов:449 шт. Размер: Рекомендуемый возраст: с 6лет. Конструкторы SLUBAN это аналог популярного конструктора LEGO. Конструкторы SLUBAN производятся на заводе в Китае и поставляются по всей Европе, в страны Северной Америки и СНГ. Качество изготовления конструкторов SLUBAN ничем не уступает своим аналогам из Дании, а вот цена приятно удивит каждого. Ассортимент конструкторов SLUBAN насчитывает более 1000 видов, который постоянно расширяется. Приобретая конструкторы SLUBAN, Вы дарите своему ребенку удивительный игровой мир, развивающий фантазию и мышление ребенка.</p>
Dokumen tersebut membahas tentang metode machine learning yaitu supervised learning, unsupervised learning, dan reinforcement learning. Secara khusus dibahas metode supervised learning yaitu support vector machine (SVM) dan decision tree beserta cara kerjanya. Juga dibahas metode unsupervised learning yaitu k-means clustering beserta contoh penerapannya untuk segmentasi pelanggan."
Monitoring dan Nutrisi Otomstis untuk Tanaman Hidroponik Berbasis Mikrokontro...Yossa F Ramadhan
Instrumentation Project
Jurusn Teknik Refrigerasi dan Tata Udara - Politeknik Negeri Bandung
2A - Kelompok 3
- Yossa Fariz R (151611031)
- Ade Herdiana (151611001)
- Rizkya Nadila (151611026)
more info : yossafariz97@gmail.com
Dokumen ini membahas konsep dan arsitektur data mining serta metode-metode yang digunakan dalam data mining seperti predictive modeling, clustering, association rule, dan sequence analysis beserta contoh-contoh penerapannya.
The National Name Exchange (NNE) is a recruitment tool that matches graduate schools with minority students interested in graduate education. It aims to increase minority student acceptance and access to information about graduate programs. Over 55 member institutions and 77 University of Washington departments participate. Students submit their profiles, which institutions can search to identify and contact qualified candidates. Both students and institutions find the NNE valuable for learning about opportunities and recruiting diverse applicants.
Sistem kendali suhu ruangan dengan metode pid berbasis arduino uno, triac, da...Saarah Nur F
Tugas Akhir mata Kuliah Sistem kendali
"Sistem kendali suhu ruangan dengan metode pid berbasis arduino uno, triac, dan lm35"
D3 Teknik Elektronika
Politeknik negeri Bandung
The creation and delivery of illustrations is a significant component of an S1000D project. There are several factors that require consideration when creating and maintaining illustrations.
This whitepaper from CDG provides a high level overview of the background and benefits of the S1000D publications standard. This standard has been widely used in Europe for many years, and is now gaining momentum in the US as well.
Topik 24 Processing Data dan Visualisasi.pptx.pptwidisalendra1
Ringkasan dokumen tersebut adalah:
Dokumen tersebut membahas tentang data processing dan visualisasi, meliputi pengertian, tujuan, tahapan data processing, jenis dan metode data processing, pengertian dan kegunaan visualisasi data serta contoh aplikasi visualisasi data untuk memantau suhu dan kelembaban di lahan pertanian.
Sistem Kendali Ketinggian Air Menggunakan PIDhusnymubarak20
Sistem Kendali PID ini dingunakan untuk mengontrol ketinggian air. Aktuator yang digunakan adalah motor DC. Driver yang digunakan adalah Mosfet. Sensor yang digunakan adalah sensor ultrasonik.
Penelitian di bidang ilmu komputer meliputi berbagai tema seperti pemrosesan teks, sistem informasi, temu kembali informasi, grafika komputer, pengolahan citra, dan teknik perangkat lunak. Penelitian dapat dilakukan dengan pendekatan kuantitatif maupun kualitatif dengan metode seperti survei, studi kasus, eksperimen, dan action research. Bidang-bidang utama ilmu komputer seperti sistem informasi, teknik perangkat lun
<p>Серия:Военно-морская. Количество предметов:449 шт. Размер: Рекомендуемый возраст: с 6лет. Конструкторы SLUBAN это аналог популярного конструктора LEGO. Конструкторы SLUBAN производятся на заводе в Китае и поставляются по всей Европе, в страны Северной Америки и СНГ. Качество изготовления конструкторов SLUBAN ничем не уступает своим аналогам из Дании, а вот цена приятно удивит каждого. Ассортимент конструкторов SLUBAN насчитывает более 1000 видов, который постоянно расширяется. Приобретая конструкторы SLUBAN, Вы дарите своему ребенку удивительный игровой мир, развивающий фантазию и мышление ребенка.</p>
Dokumen tersebut membahas tentang metode machine learning yaitu supervised learning, unsupervised learning, dan reinforcement learning. Secara khusus dibahas metode supervised learning yaitu support vector machine (SVM) dan decision tree beserta cara kerjanya. Juga dibahas metode unsupervised learning yaitu k-means clustering beserta contoh penerapannya untuk segmentasi pelanggan."
Monitoring dan Nutrisi Otomstis untuk Tanaman Hidroponik Berbasis Mikrokontro...Yossa F Ramadhan
Instrumentation Project
Jurusn Teknik Refrigerasi dan Tata Udara - Politeknik Negeri Bandung
2A - Kelompok 3
- Yossa Fariz R (151611031)
- Ade Herdiana (151611001)
- Rizkya Nadila (151611026)
more info : yossafariz97@gmail.com
Dokumen ini membahas konsep dan arsitektur data mining serta metode-metode yang digunakan dalam data mining seperti predictive modeling, clustering, association rule, dan sequence analysis beserta contoh-contoh penerapannya.
The National Name Exchange (NNE) is a recruitment tool that matches graduate schools with minority students interested in graduate education. It aims to increase minority student acceptance and access to information about graduate programs. Over 55 member institutions and 77 University of Washington departments participate. Students submit their profiles, which institutions can search to identify and contact qualified candidates. Both students and institutions find the NNE valuable for learning about opportunities and recruiting diverse applicants.
Sistem kendali suhu ruangan dengan metode pid berbasis arduino uno, triac, da...Saarah Nur F
Tugas Akhir mata Kuliah Sistem kendali
"Sistem kendali suhu ruangan dengan metode pid berbasis arduino uno, triac, dan lm35"
D3 Teknik Elektronika
Politeknik negeri Bandung
The creation and delivery of illustrations is a significant component of an S1000D project. There are several factors that require consideration when creating and maintaining illustrations.
This whitepaper from CDG provides a high level overview of the background and benefits of the S1000D publications standard. This standard has been widely used in Europe for many years, and is now gaining momentum in the US as well.
The creation and delivery of illustrations is a significant component of an S1000D project. There are several factors that require consideration when creating and maintaining illustrations…
The data module code for the given XML would be:
DMC-S1000DLIGHTING-AAA-D00-00-00-00AA-056A-A_007-00_EN-US.xml
The XML filename in which this data appears would be:
DMC-S1000DLIGHTING-AAA-D00-00-00-00AA-056A-A_007-00_EN-US.xml
Abstract: The creation and delivery of illustrations is a significant component of an S1000D project. There are several factors that require consideration when creating and maintaining illustrations…
The existence of countless proprietary file formats and the exchange of 3D CAD data has been a significant problem since the beginning of 3D CAD modeling. CAD applications and methods using digital data are constantly changing, which predicates the need for a solution to share validated and accurately translated data, thus the birth of STEP242
S1000D is the European standard of technical publications or technical documentation being followed in Aerospace since 1980, which uses CSDB, a Common source database which is used for preparing, managing, and publishing technical information for a warship, or Aerospace, or even Civil airlines too.
S1000DTM is an international specification for technical publications that utilizes a common source database to allow reuse of data modules across publications. CDG is committed to supporting S1000DTM through technical authoring services, representation on standards committees, and being a pioneer in applying S1000DTM to land systems. Key benefits of S1000DTM include reduced costs through reuse of data modules and facilitating information sharing between organizations.
S1000D is the European standard of technical publications or technical documentation being followed in Aerospace since 1980, which uses CSDB, a Common source database which is used for preparing, managing, and publishing technical information for a warship, or Aerospace, or even Civil airlines too.
S1000D Training for Issue 4.0
S1000D, “International specification for technical publications using a common source database”, is an international specification for the production of technical publications. Since its inception over 30 years ago, S1000D has grown to where it is now used widely around the world. Currently, its uses include:
Defense systems – including land, sea, and air products
Civil aviation products
Construction industry products
Ship industry products
The specification is publicly available and is free to download from this web site. Downloads include the specification, schemas, sample files, and much more.
Significance of technical publicationsQuEST Global
Modern day technical publications, for instance user manuals, service bulletins, functional specifications has an important role to play for enterprises that function in technical fields, such as integrated engineering, precision machining, aero space manufacturing and many more
This document discusses the PA DIM (Process Automation Device Information Model) presentation. It introduces PA DIM as a standardized information model for accessing device data via OPC-UA. PA DIM is based on NAMUR requirements and reuses interfaces from the OPC UA Device Integration model. It allows mapping device information contained in packages like FDI to OPC-UA clients, providing access to signals, functions and health of devices nearly independently of the physical communication protocol. The presentation also provides an overview of common device driver types like EDD, FDT/DTM and FDI and how OPC-UA supports information modeling and both client-server and publish-subscribe communication mechanisms.
S1000D is the European standard of technical publications or technical documentation being followed in Aerospace since 1980, which uses CSDB, a Common source database which is used for preparing, managing, and publishing technical information for a warship, or Aerospace, or even Civil airlines too.
Technical manuals (e.g. maintenance, user, training, operations, etc) published in electronic format are becoming more and more popular than paper based manuals for their interactivity, convenience and ease of use.
This document provides an overview and introduction to the information objects stored in a Common Source Database (CSDB) according to the S1000D specification. It describes the three major types of information objects as data modules, graphical objects, and publication modules. Data modules include different types like crew/operator, descriptive, fault isolation, etc. each with their own SGML document type definitions (DTDs). Other information objects include publication modules, comment modules, data dispatch notes, and data module lists, which have XML DTDs. Graphical objects like illustrations are also stored in the CSDB.
New Aircraft - Trends & Technologies to Improve MROMichael Denis
Presentation given at the Airline MRO Network - North America conference in Seattle. This presentation by Michael Wm. Denis of Flatirons Solutions, covered new generation aircraft and the trends and technologies coming to market that improve maintenance, repair and overhaul (also known as Service Lifecycle Management (SLM)).
Additional presentations were given by Airbus, Boeing, GE Aviation, MTU, Lockheed Martin, Honeywell, Lufthansa Technik, FAA, ARSA, Pratt & Whitney, UTC, and AJW.
DITA and S1000D Two Paths to Structured DocumentationJoseph Storbeck
Today, the creation of usable technical documentation is accomplished through through the managed authoring of quality content. Increasingly, that content is being created using structured data, in part due to its unique inherent advantages. This presentation will compare the similarities and differences between two of the most popular XML-based structured data specifications that are being adopted by companies world-wide: DITA and S1000D.
NOTE: This presentation refers to DITA 1.2
S1000D is the European standard of technical publications or technical documentation being followed in Aerospace since 1980, which uses CSDB, a Common source database which is used for preparing, managing, and publishing technical information for a warship, or Aerospace, or even Civil airlines too.
Similar to Antea technical illustration white paper (20)
This document outlines a 3-hour training session on the basic functionality of CREO Illustrate 3.0. The session is divided into 7 modules that will cover the user interface, creating and managing figures, model transformations, publishing models, editing structures, animation, and sequencing. No prior experience with the software is required. The session aims to provide participants with knowledge of CREO Illustrate's core tools and how they can be productively used.
Industry leading iSpec 2200 solution for FrameMaker - designed specifically to meet the needs of the Air Transport Authority (ATA) Specification iSpec 2200, Eclipse iSpec 2200 is an authoring and publishing environment for the creation and production of Component Maintenance Manuals (CMMs), Abbreviated Component Maintenance Manuals (ACMMs) and Service Bulletins (SBs) for civil aerospace applications.
Leonardo ATA S1000D - slide pack - 06.18.15Vizualsite LLC
This document summarizes a webinar about optimizing technical illustration production using S1000D and ATA standards. It includes an agenda, information about the company presenting, an overview of CGM profiles and how they are used to define vector graphics standards. It also demonstrates the Leonardo software suite, which allows technical illustrators to efficiently create and validate illustrations that comply with S1000D and ATA standards.
CGM (Computer Graphics Metafile) v SVG (Scalable Vector Graphic)Vizualsite LLC
The slides provide an overview of the two open graphics formats CGM and SVG. Included is a comparison of the formats and the benefits and limitations of both. They slides were part of a webinar, please follow the link to see a recording. https://attendee.gotowebinar.com/recording/9059357153062897153
Temple of Asclepius in Thrace. Excavation resultsKrassimira Luka
The temple and the sanctuary around were dedicated to Asklepios Zmidrenus. This name has been known since 1875 when an inscription dedicated to him was discovered in Rome. The inscription is dated in 227 AD and was left by soldiers originating from the city of Philippopolis (modern Plovdiv).
Gender and Mental Health - Counselling and Family Therapy Applications and In...PsychoTech Services
A proprietary approach developed by bringing together the best of learning theories from Psychology, design principles from the world of visualization, and pedagogical methods from over a decade of training experience, that enables you to: Learn better, faster!
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UPRAHUL
This Dissertation explores the particular circumstances of Mirzapur, a region located in the
core of India. Mirzapur, with its varied terrains and abundant biodiversity, offers an optimal
environment for investigating the changes in vegetation cover dynamics. Our study utilizes
advanced technologies such as GIS (Geographic Information Systems) and Remote sensing to
analyze the transformations that have taken place over the course of a decade.
The complex relationship between human activities and the environment has been the focus
of extensive research and worry. As the global community grapples with swift urbanization,
population expansion, and economic progress, the effects on natural ecosystems are becoming
more evident. A crucial element of this impact is the alteration of vegetation cover, which plays a
significant role in maintaining the ecological equilibrium of our planet.Land serves as the foundation for all human activities and provides the necessary materials for
these activities. As the most crucial natural resource, its utilization by humans results in different
'Land uses,' which are determined by both human activities and the physical characteristics of the
land.
The utilization of land is impacted by human needs and environmental factors. In countries
like India, rapid population growth and the emphasis on extensive resource exploitation can lead
to significant land degradation, adversely affecting the region's land cover.
Therefore, human intervention has significantly influenced land use patterns over many
centuries, evolving its structure over time and space. In the present era, these changes have
accelerated due to factors such as agriculture and urbanization. Information regarding land use and
cover is essential for various planning and management tasks related to the Earth's surface,
providing crucial environmental data for scientific, resource management, policy purposes, and
diverse human activities.
Accurate understanding of land use and cover is imperative for the development planning
of any area. Consequently, a wide range of professionals, including earth system scientists, land
and water managers, and urban planners, are interested in obtaining data on land use and cover
changes, conversion trends, and other related patterns. The spatial dimensions of land use and
cover support policymakers and scientists in making well-informed decisions, as alterations in
these patterns indicate shifts in economic and social conditions. Monitoring such changes with the
help of Advanced technologies like Remote Sensing and Geographic Information Systems is
crucial for coordinated efforts across different administrative levels. Advanced technologies like
Remote Sensing and Geographic Information Systems
9
Changes in vegetation cover refer to variations in the distribution, composition, and overall
structure of plant communities across different temporal and spatial scales. These changes can
occur natural.
How to Make a Field Mandatory in Odoo 17Celine George
In Odoo, making a field required can be done through both Python code and XML views. When you set the required attribute to True in Python code, it makes the field required across all views where it's used. Conversely, when you set the required attribute in XML views, it makes the field required only in the context of that particular view.
Main Java[All of the Base Concepts}.docxadhitya5119
This is part 1 of my Java Learning Journey. This Contains Custom methods, classes, constructors, packages, multithreading , try- catch block, finally block and more.
বাংলাদেশের অর্থনৈতিক সমীক্ষা ২০২৪ [Bangladesh Economic Review 2024 Bangla.pdf] কম্পিউটার , ট্যাব ও স্মার্ট ফোন ভার্সন সহ সম্পূর্ণ বাংলা ই-বুক বা pdf বই " সুচিপত্র ...বুকমার্ক মেনু 🔖 ও হাইপার লিংক মেনু 📝👆 যুক্ত ..
আমাদের সবার জন্য খুব খুব গুরুত্বপূর্ণ একটি বই ..বিসিএস, ব্যাংক, ইউনিভার্সিটি ভর্তি ও যে কোন প্রতিযোগিতা মূলক পরীক্ষার জন্য এর খুব ইম্পরট্যান্ট একটি বিষয় ...তাছাড়া বাংলাদেশের সাম্প্রতিক যে কোন ডাটা বা তথ্য এই বইতে পাবেন ...
তাই একজন নাগরিক হিসাবে এই তথ্য গুলো আপনার জানা প্রয়োজন ...।
বিসিএস ও ব্যাংক এর লিখিত পরীক্ষা ...+এছাড়া মাধ্যমিক ও উচ্চমাধ্যমিকের স্টুডেন্টদের জন্য অনেক কাজে আসবে ...
Walmart Business+ and Spark Good for Nonprofits.pdfTechSoup
"Learn about all the ways Walmart supports nonprofit organizations.
You will hear from Liz Willett, the Head of Nonprofits, and hear about what Walmart is doing to help nonprofits, including Walmart Business and Spark Good. Walmart Business+ is a new offer for nonprofits that offers discounts and also streamlines nonprofits order and expense tracking, saving time and money.
The webinar may also give some examples on how nonprofits can best leverage Walmart Business+.
The event will cover the following::
Walmart Business + (https://business.walmart.com/plus) is a new shopping experience for nonprofits, schools, and local business customers that connects an exclusive online shopping experience to stores. Benefits include free delivery and shipping, a 'Spend Analytics” feature, special discounts, deals and tax-exempt shopping.
Special TechSoup offer for a free 180 days membership, and up to $150 in discounts on eligible orders.
Spark Good (walmart.com/sparkgood) is a charitable platform that enables nonprofits to receive donations directly from customers and associates.
Answers about how you can do more with Walmart!"
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumMJDuyan
(𝐓𝐋𝐄 𝟏𝟎𝟎) (𝐋𝐞𝐬𝐬𝐨𝐧 𝟏)-𝐏𝐫𝐞𝐥𝐢𝐦𝐬
𝐃𝐢𝐬𝐜𝐮𝐬𝐬 𝐭𝐡𝐞 𝐄𝐏𝐏 𝐂𝐮𝐫𝐫𝐢𝐜𝐮𝐥𝐮𝐦 𝐢𝐧 𝐭𝐡𝐞 𝐏𝐡𝐢𝐥𝐢𝐩𝐩𝐢𝐧𝐞𝐬:
- Understand the goals and objectives of the Edukasyong Pantahanan at Pangkabuhayan (EPP) curriculum, recognizing its importance in fostering practical life skills and values among students. Students will also be able to identify the key components and subjects covered, such as agriculture, home economics, industrial arts, and information and communication technology.
𝐄𝐱𝐩𝐥𝐚𝐢𝐧 𝐭𝐡𝐞 𝐍𝐚𝐭𝐮𝐫𝐞 𝐚𝐧𝐝 𝐒𝐜𝐨𝐩𝐞 𝐨𝐟 𝐚𝐧 𝐄𝐧𝐭𝐫𝐞𝐩𝐫𝐞𝐧𝐞𝐮𝐫:
-Define entrepreneurship, distinguishing it from general business activities by emphasizing its focus on innovation, risk-taking, and value creation. Students will describe the characteristics and traits of successful entrepreneurs, including their roles and responsibilities, and discuss the broader economic and social impacts of entrepreneurial activities on both local and global scales.