原标题:10种了解开源软件和趋势的途径

取有法,舍有道,坚持必有收获
AI – 人工智能;CV – 机器视觉;DL – 深度学习;DM – 数据挖掘;DS –
数据科学;DV – 数据可视化;IOT – 物联网;ML – 机器学习;NLP –
自然语言处理

当Forrester发布其2016年报告《Open Source Powers Enterprise Digital
Transformation》时,开源社区的一些人对结果感到惊讶。不过,他们感到惊讶的并不是41%的企业决策者将开源视为高优先级并计划在其企业中增加开源的使用。他们奇怪的是其他59%的人似乎还不了解开源将在企业未来所发挥的作用。

  • [AI]Artificial intelligence “could be good news” for lawyers and
    clients
    alike
  • [AI]Biotech Startup Hopes to Cure Cancer with Artificial
    Intelligence
  • [AI]Fujitsu begins field trials of AI app to alleviate congestion
    following major
    events
  • [AI]Google Just Made Its Artificial Intelligence Software
    Available to the
    Public
  • [AI]Google Tries an Android for Machine Learning, Releasing Open
    Source AI
    System
  • [AI]Google will open-source artificial intelligence, making
    TensorFlow internal AI software available
    free
  • [AI]Kodak Alaris launches AI Foundry—Accelerates delivery of
    artificial intelligence-based
    solutions…
  • [AI]TensorFlow: Open source machine
    learning
  • [AI]Toyota Research Institute to further AI and robotics
    research
  • [AI]We Need These Three International Treaties to Govern “Killer
    Robots”
  • [AI]What Google’s New Open-Source Software Means for
    Artificial-Intelligence Research – Wired
    Campus
  • [AI]Why Google is Giving Away Its Artificial Intelligence
    Secrets
  • [DL]A Wider Net is Cast for Deep Learning on
    GPUs
  • [DL]Mesosphere and NVIDIA deliver GPU support to
    Mesos
  • [DL]New Lasagne feature: arbitrary expressions as layer
    parameters
  • [DL]NVIDIA Launches New GPUs For Deep Learning Applications,
    Partners With
    Mesosphere
  • [DL]Veles – deep learning platform from
    Samsung
  • [DL]Why Google Is Willing to Give Away Its Latest
    Machine-Learning
    Software
  • [DM]Bringing Business Talent
    Onboard
  • [DS]A tale of two clusters: Mesos and
    YARN
  • [DS]Analytics Challenge Celebrates Top College Data Analytics
    Talent
  • [DS]Becoming A Data
    Scientist
  • [DS]Blue Coat acquires data science powered SaaS cloud security
    firm Elastica for
    $280m
  • [DS]Can you learn data science on the
    job?
  • [DS]Commerce Data Service – Department of
    Commerce
  • [DS]Data Scientist – Clinical Analysis Department at Kaiser
    Permanente in Pasadena, California 91188 |
    AnalyticTalent.com
  • [DS]EMC – How to think like a data
    scientist
  • [DS]H2O lands $20 million to drive its open-source data science
    platform
  • [DS]How I start my journey to data science and some great
    resources to get
    started.
  • [DS]Listening to Caltrain: analyzing train whistles with data
    science – Silicon Valley Data
    Science
  • [DS]Mapping Twitter’s Python and Data Science Communities « Gilad
    Lotan
  • [DS]New flu tracker uses Google search data better than
    Google
  • [DS]Open Postdoctoral Research Positions in Biomedical Data
    Science
  • [DS]The Art of Data Science Part
    1
  • [DS]The Science of Data Management: An Inside
    Look
  • [DS]UCSD Will Co-Lead Data Innovation
    Center
  • [IoT]5 insights & predictions on disruptive tech from KPMG’s 2015
    Global Innovation Survey – Thoughts On
    Cloud
  • [IoT]A Closer Look At IoT Security Threats And Breaches –
    FashNerd
  • [IoT]Additional Considerations Regarding the Internet of Things –
    DZone
    IoT
  • [IoT]ARM reveals the Internet of Things security defenses hackers
    will inevitably learn to
    evade
  • [IoT]Big Data technology and services market will grow to $48.6
    billion in 2019:
    IDC
  • [IoT]Brain-Computer Interface Lets You Control IoT
    Devices
  • [IoT]Build an Internet-connected Bluetooth wearable with Arduino
    and Cordova, part
    one
  • [IoT]Embedded Software at the Heart of Industrial Internet of
    Things
  • [IoT]Ergon Energy Uses Inmarsat BGAN M2M for Smart Grid
    Solution
  • [IoT]Gartner: 21 Billion IoT Devices To Invade By 2020 –
    InformationWeek
  • [IoT]Healthcare and Consumer Electronics Industries to Drive
    IoT
  • [IoT]HG #48 – Hardware Startup Crowdfunding: Post Funding Tips –
    PiTop
  • [IoT]IBM conference explains how data can create a better
    customer experience – Thoughts On
    Cloud
  • [IoT]Intel Gets Cozier In The Internet Of Things (IoT)
    Market
  • [IoT]Internet of Things Herald New Manufacturing
    Era
  • [IoT]Internet of Things home appliances leaving users vulnerable
    to cyber attacks, warns
    Kaspersky
  • [IoT]Introducing the first SoC evaluation solution based on the
    ARM mbed IoT Platform – Internet of Things | Wearables | Smart Home
    |
    M2M
  • [IoT]Is an Internet Without Wifi the
    Future?
  • [IoT]Join our IoT System Security
    Webinar
  • [IoT]Libelium Launches Global IoT Spartans Challenge to Promote
    Developer
    Training
  • [IoT]Local Data Storage Key to Unlocking Internet of Things
    Potential
  • [IoT]Marketing to Machines – Smarter With
    Gartner
  • [IoT]Microbot Push Is A Smart Button For Dumb
    Devices
  • [IoT]Online lenders harvest big data to extend loans where banks
    cannot
  • [IoT]Oracle’s Amazon-killer might really be six months
    away
  • [IoT]Samsung SmartThings Hub – PC
    Mag
  • [IoT]Shift 2020 Brain Food Newsletter (Rudy de
    Waele)
  • [IoT]TAG Heuer Connected Proves Luxury Smartwatches Are
    DOA
  • [IoT]Tag Heuer’s Carrera Connected luxury smartwatch will be
    available for
    $1,500
  • [IoT]The Internet of Things: Creating water stability with
    streaming
    data
  • [IoT]The world’s smartest cities: What IoT and smart governments
    will mean for you –
    TechRepublic
  • [IoT]Why IoT Predictions Are All
    Wrong
  • [IoT]Will the next age be the Human Internet of Things? – All The
    Internet Of
    Things
  • [IoT]Will the next age be the Human Internet of
    Things?
  • [ML]6 machine learning resources for getting
    started
  • [ML]7 Free Machine Learning
    Courses
  • [ML]Evaluating Machine Learning Models – O’Reilly
    Media
  • [ML]Google just released powerful new artificial intelligence
    software — and it’s open
    source
  • [ML]Google open sources its TensorFlow machine learning system |
    ZDNet
  • [ML]Google Open Sources Machine Learning Library TensorFlow –
    InformationWeek
  • [ML]Google open-sources its TensorFlow machine learning
    system
  • [ML]Google Open-Sources Machine Learning Library, TensorFlow –
    DATAVERSITY
  • [ML]H2O – Fast Scalable Machine Learning For Smart
    Applications
  • [ML]H2O.ai Raises $20M For Its Open Source Machine Learning
    Platform •
    /r/MachineLearning
  • [ML]Machine Learning Could Help Video Game Water Look Better Than
    Ever
  • [ML]Microsoft Dynamics CRM Ventures Into Machine
    Learning
  • [ML]Open source machine learning platform H2O
    scores
  • [ML]Pinterest Upgrades Its Search Engine, Enters Machine-Learning
    Space
  • [ML]Predict Store Sales with ML
    Pipelines
  • [ML]TensorFlow: Google Open Sources Their Machine Learning
    Tool

参与报告的一个分析师Paul
Miller写道,“开源软件是由孤独而奇怪的个人极客所编写——这样的偏见仍然普遍存在。这几乎是完全错误的。我们一次又一次地碰到那些不了解其组织已经依赖开源的高管。更重要的是,他们没有看到开源技术和思想在他们努力转变为真正能赢得、服务好和留住客户的高用户黏性企业的过程中所发挥的关键作用。”

到今天,开源技能是最受欢迎的:在2018年开源就业报告中,83%的参与调查的招聘经理表示,招聘开源人才是今年的优先事项,高于去年的76%。招聘经理正在宣传他们的企业对开源项目的贡献,作为招募顶尖人才的策略。企业IT的一些最重要的趋势,如容器和混合云,依赖于Linux和Kubernetes等开源技术。

围绕开源的思维模式和叙事方式已经发生了变化。企业IT和业务领导者应该能够跟上使用开源技术进行创新工作的IT组织。以下是一些可以帮助加快进度的资源。

报告

《What Every CIO Must Know About Open-Source
Software》(
——
如果你的知识有限,这可能一个很好的起点。Gartner的2017年报告回答了有关开源技术的基本问题,然后再深入探讨更复杂的CIO问题,例如风险是什么,以及如何利用开源的优势。

《The BOSS Index: Tracking the Explosive Growth of Open-Source
Software》(
——开源技术的前景广阔,但是
由一些听起来很奇怪的名字组成。这就是为什么Battery
Ventures创建了这个详细的索引来分类和跟踪一些最流行的开源软件项目。查看此列表,了解开源世界。

Open Source Jobs
Report**
》(
该报告为招聘经理和求职者提供了宝贵的背景知识。

会议

Open Source Leadership
Summit(
——这个年度Linux基金会活动面向负责推动组织内开源战略和实施的领导者。尽管2018年的活动已经结束,但你可以浏览关于Kubernetes、区块链、安全、AI等会议的主题演讲,以便更好地了解其他领导者如何考虑开源。

相关文章