PDF4PRO ⚡AMP

Modern search engine that looking for books and documents around the web

Example: air traffic controller

Software Engineering for Machine Learning: A Case Study

Software Engineering for Machine Learning: A Case StudySaleema AmershiMicrosoft ResearchRedmond, WA BegelMicrosoft ResearchRedmond, WA BirdMicrosoft ResearchRedmond, WA DeLineMicrosoft ResearchRedmond, WA GallUniversity of ZurichZurich, KamarMicrosoft ResearchRedmond, WA NagappanMicrosoft ResearchRedmond, WA NushiMicrosoft ResearchRedmond, WA ZimmermannMicrosoft ResearchRedmond, WA Recent advances in Machine learning have stim-ulated widespread interest within the Information Technologysector on integrating AI capabilities into Software and goal has forced organizations to evolve their developmentprocesses. We report on a Study that we conducted on observingsoftware teams at microsoft as they develop AI-based applica-tions.

play. 15 years ago, many teams at Microsoft relied heavily on development triads consisting of a program manager (require-ments gathering and scheduling), a developer (programming), and a tester (testing) [6]. These teams’ adoption of DevOps combined the …

Fullscreen Download
Loading..

Tags:

  Engineering, Machine, Software, Scheduling, Microsoft, Learning, Software engineering for machine learning, And scheduling

Information

Domain:

Source:

Link to this page:

Please notify us if you found a problem with this document:

Spam in document Broken preview Other abuse

Transcription of Software Engineering for Machine Learning: A Case Study

Documents from same domain

Segmentation of urban areas using road networks

www.microsoft.com

Segmentation of Urban Areas Using Road Networks Microsoft Research Technical Report MSR-TR-2012-65 Nicholas Jing Yuan Microsoft Research Asia nichy@microsoft.com

  Network, Using, Area, Road, Microsoft, Urban, Segmentation, Segmentation of urban areas using road networks, Segmentation of urban areas using road networks microsoft

Fast Foreign-Key Detection in Microsoft SQL Server ...

www.microsoft.com

Microsoft SQL Server PowerPivot for Excel [2] (or PowerPivot is an in -memory, self service business intelligence (BI) product first released in Microsoft SQL Server 2008 R2 and is an

  Foreign, Microsoft, Server, Detection, Microsoft sql server, Foreign key detection in microsoft sql server

Business Intelligence Analytics - microsoft.com

www.microsoft.com

IEEE Computer Graphics and Applications 23 In This Issue Here, we turn the spotlight on BI as an area of inquiry and explore beyond the current standard

  Business, Intelligence, Microsoft, Analytics, Business intelligence analytics

A Noise Map of New York City - microsoft.com

www.microsoft.com

However, inferring the noise map of a city is difficult, due to lack of sensors, data sparsity, and people’s subjective feelings etc., let along analyzing the noise

  York, City, Microsoft, Noise, Noise map of new york city

Diagnosing New York City’s Noises with Ubiquitous Data

www.microsoft.com

York City (NYC) has opened a platform, entitled 311, to allow people to complain about the city’s issues by using a mobile app or making a phone call; noise is the third largest

  York, With, Data, City, Noise, York city, Ubiquitous, New york city s noises with ubiquitous data

MICROSOFT WINDOWS HIGHLY INTELLIGENT SPEECH …

www.microsoft.com

MICROSOFT WINDOWS HIGHLY INTELLIGENT SPEECH RECOGNIZER: WHISPER Xuedong Huang, Alex Acero, Fil Alleva, Mei-Yuh Hwang, Li Jiang and Milind Mahajan Microsoft Corporation One Microsoft Way Redmond, WA 98052, USA ABSTRACT Since January 1993, …

  Windows, Intelligent, Speech, Highly, Whisper, Recognizer, Windows highly intelligent speech, Windows highly intelligent speech recognizer

Microsoft Azure Essentials

www.microsoft.com

This provides a view of the security state of all of your Azure resources. At a glance, you can verify that the appropriate security controls are

  Microsoft, Essential, Azure, Microsoft azure essentials

Evaluating and Improving the Usability of Mechanical Turk ...

www.microsoft.com

Evaluating and Improving the Usability of Mechanical Turk for Low-Income Workers in India Shashank Khanna IIT Bombay shashank.khanna@gmail.com Aishwarya Ratan

  Mechanical, Improving, Evaluating, Usability, Evaluating and improving the usability of mechanical

PERSONAL 3D AUDIO SYSTEM WITH LOUDSPEAKERS - …

www.microsoft.com

present a personal 3D audio system with loudspeakers that has unlimited sweet spots. The idea is to have a camera track the user’s head movement, and recompute the crosstalk canceller filters accordingly. As far as the authors are aware of, our sys-tem is the first non-intrusive 3D audio system that adapts to both

  With, System, Audio, Loudspeaker, Sys tems, Audio systems, 3d audio system with loudspeakers

Replicated Data Consistency Explained Through Baseball

www.microsoft.com

Other systems, such as the Amazon Simple Storage Service (S3), offer only weak consistency based on the belief that strong consistency is too expensive in large systems. The designers chose to give up consistency in order to

  Baseball, Amazon, Services, Data, Consistency, Simple, Storage, Through, Explained, Amazon simple storage service, Replicated, Replicated data consistency explained through baseball

Related documents

Oracle® Project Portfolio Management Cloud is a complete ...

www.oracle.com

project managers, regardless of their level of experience, and can be adopted by all organizations for any type of project work. Figure 4. Simplified, Collaborative Project Planning and Scheduling Empower the Team Member Oracle Task Management Cloud lets organizations manage all work and related interactions in a consolidated place.

  Oracle, Project, Planning, Scheduling, Project planning and scheduling

As the Workplace Changes, Don’t ... - news.microsoft.com

news.microsoft.com

shift-scheduling, inventory, design, field-service, SAP and vertical apps fAI-enabled data analytics and reporting: asset uptime, work orders, throughput/ yield, workforce availability f digital operations, computer-aided design (CAD) and project management and CPaaS-enabled notifications and alerts (e.g., repairs, maintenance)

  Project, Scheduling, Microsoft

4-Conducting a S.W.O.T. Analysis for Program …

files.eric.ed.gov

The results of a detailed SWOT analysis also provide valuable material for continued planning and support-generating activities. The strengths can be presented and emphasized to potential supporters. Discussion of weaknesses and threats provides useful information for strengthening the project or plan where possible, or anticipating the effects of

  Programs, Analysis, Project, Planning, Analysis for program

BSBADM307 Organise schedules - Amazon Web Services

aspire-solidus-production.s3-ap-southeast-2.amazonaws.com

have in a day, particularly when project deadlines approach. Make sure you are aware of the requirements so you use the correct procedures and you don’t overbook a colleague. Appointment technology Some organisations use technology to organise their appointments and meetings. Software such as Microsoft Outlook has a calendar function

  Project, Microsoft

PROJECT MANAGEMENT INFORMATION SYSTEM

courses.aiu.edu

Project Management Information System (PMIS) help plan, execute and close project management goals. During the planning process, project managers use PMIS for budget framework such as estimating costs. The Project Management Information System is also used to create a specific schedule and define the scope baseline. At the execution of the project

  Project, Planning

Introduction to Management Science - Pearson

www.pearsonhighered.com

8 Project Management 350 The Elements of Project Management 351 Management Science Application: The Panama Canal Expansion Project 353 Time Out: for Henry Gantt 357 Mangement Science Application: Transportation Construction Projects 359 CPM/PERT 360 Time Out: for Morgan R. Walker, James E. Kelley, Jr., and D. G. Malcolm 362

  Project, Management, Sciences, Management science

HYSYS Customization Guide - University of Alberta

sites.ualberta.ca

Microsoft Visual Basic and the VBA component of applications such as Excel, Word, PowerPoint and Visio. You can also access HYSYS through programs written in C++. Extensibility incorporates your custom algorithms in the form of Extension Property Packages, Extension Unit Operations, and Extension Reaction Kinetics. The calculations take place ...

  Microsoft

Related search queries

Oracle, Project, Project Planning and Scheduling, Microsoft, Scheduling, Analysis for Program, Planning, Management Science