课程目录

人工智能 (179)机器学习 (127)深度学习 (61)TensorFlow (18)Caffe (1)Deeplearning4j (3)Torch (1)Apache SINGA (1)Keras (3)Apache MXNet (1)OpenVINO (1)Horovod (1)Chainer (1)RapidMiner (1)Apache SystemML (1)模式识别 (2)PredictionIO (1)AutoML (5)Auto-Keras (1)Auto-sklearn (1)H2O AutoML (1)H2O (1)DataRobot (1)ML Kit (1)Reinforcement Learning (3)神经网络（Neural Networks，NN） (26)OpenNN (1)自然语言处理（NLP） (16)Sentiment Analysis (1)计算机视觉 (11)OpenCV (3)机器视觉 (1)预测分析 (9)NLTK (2)Image Analysis (5)Speech Recognition (1)Face Recognition (2)CNTK (1)Cognitive computing (1)Cortana (1)Quantum Computing (5)Cirq Framework (1)Q# (1)Insurtech (1)推荐系统 (1)Conversational AI (4)Microsoft Bot Framework (2)
MLOps (9)MLflow (1)Kubeflow (7)
大数据 (106)Dremio (1)Apache Hama (1)Apache Zeppelin (1)Apache Kylin (1)Apache ActiveMQ (1)Apache Accumulo (1)Apache Drill (2)Apache Spark (17)GraphX (1)Apache Spark MLlib (2)PySpark (1)数据挖掘（Data Mining） (22)Pentaho (2)Knowledge Discovery in Databases (KDD) (1)Hadoop (26)Hive (1)Impala (1)Apache Ambari (1)Hortonworks Data Platform (HDP) (1)Stream processing (16)Apache NiFi (2)Apache Ignite (1)Apache Apex (1)Apache Storm (1)Apache Flink (1)Apache Beam (1)KSQL (1)Spark Streaming (1)Data Warehouse (8)Data Vault (1)Apache ZooKeeper (2)Teradata (2)Avro (1)Apache Arrow (1)Apache Airflow (1)
容器（Containers）和虚拟机（Virtual Machines） (73)Docker (19)Kubernetes (44)CRI-O (1)Helm (1)PouchContainer (1)OpenShift (8)Apache Karaf (1)LXC (1)Kata Containers (1)App-V (2)Rancher (1)Project Calico (1)Veeam (1)Heroku (1)
数据库 (117)Berkeley DB (1)SQL (29)MongoDB (8)Oracle (14)Access (3)PostgreSQL (9)Cassandra (4)MySQL (12)MariaDB (4)Redis (4)ApsaraCache (2)Azure SQL Database (1)Microsoft SQL Server (11)SSAS (1)SSIS (1)SQL Server BI (2)PL/SQL (1)图数据库 (5)Neo4j (1)Blazegraph (1)NoSQL (11)Azure Cosmos DB (1)Percona (2)kdb+ (2)NewSQL (1)CouchDB (1)SequoiaDB巨杉数据库 (1)Memcached (1)Database Migration (4)DM7数据库 (1)Aerospike (1)Hypertable (1)GraphQL (5)Hasura (1)Voldemort (1)Firebase (3)LINQ (1)Presto (1)Change Data Capture (CDC) (1)Hazelcast (1)
区块链 (40)Hyperledger (8)以太坊 (5)分布式应用（Dapp） (2)Solidity (2)Stellar (1)智能合约 (2)Monax (1)Ripple (3)XRP (1)多链（MultiChain） (1)Corda (1)
操作系统（Operating System，OS） (2)HarmonyOS (1)Fuchsia OS (1)
移动开发 (67)Android (18)Android Nougat (1)iOS (11)跨平台开发 (17)Flutter (3)Xamarin (1)Ionic (6)IBM MobileFirst (1)Meteor (2)渐进式Web应用程序 (6)微信 (5)Accelerated Mobile Pages (AMP) (2)Intelligent Applications (1)
网页开发 (85)HTML (5)CSS (5)CSS Grid Layout (1)MEAN Stack (6)Bootstrap (4)Reactive Programming (11)Functional Reactive Programming (1)Vert.x (1)RxJava (2)RxJS (2)RxSwift (1)OWASP (6)网页设计 (4)WebAssembly (1)Sass (1)Apache Flex (1)Responsive Design (2)Visual Studio Code (1)Hugo (1)Bubble (1)Jekyll (1)
游戏开发 (5)Unreal (1)Unity (2)
虚拟现实（VR） (5)React VR (1)
增强现实（AR） (8)ARToolKit (1)ARCore (1)
数据分析 (160)商业智能 (51)Power BI (7)Tableau (11)JasperReports (1)Apache Superset (2)MicroStrategy (1)Splunk (3)Apache Druid (1)Dashbuilder (2)SAS (2)Stata (3)Alteryx (3)IBM Cognos (1)Google Sheets (1)QlikView (2)数据可视化 (34)Kibana (2)Grafana (2)TIBCO (5)TIBCO Spotfire (3)KNIME (5)Microsoft Power Platform (1)业务分析 (29)需求工程 (4)Prescriptive Analytics (1)Fintech (1)System Monitoring (9)Zabbix (1)Nagios (3)Sensu (1)Fluentd (1)Munin (1)Data Cleaning (1)空间分析 (10)GIS (6)QGIS (1)ArcGIS (3)Pix4D (2)Web analytics (3)Piwik (1)Hotjar (1)Google Analytics (1)
编程 (455)ELI (1)JavaScript (125)Angular (44)React (20)Ant Design (1)Material UI (1)MobX (1)TypeScript (4)Node.js (13)Express (2)LoopBack (1)NestJS (1)Vue.js (10)React Native (3)jQuery (3)Polymer (2)Nuxt.js (1)Aurelia (1)ESLint (1)Svelte (2)Gatsby (1)NativeScript (3)Ajax (2)Ember (1)Kraken JS (1)Hapi.js (1)Electron (1)Underscore.js (1)State Management (4)Vuex (1)Redux (2)VBA (4)Kotlin (8)Java (77)Java EE (12)Java Servlet (5)Spring框架 (8)Spring Boot (6)Groovy (2)Akka (4)Gradle (1)Apache Struts (1)JavaServer Faces (1)OpenXava (1)Quarkus (1)Jakarta EE (1)Python (83)Django (6)Flask (1)PyQt (1)Kivy (1)Tkinter (1)web2py (1)PyGame (1)SciPy (1)PHP (33)Symfony (3)Laravel (3)PHPUnit (1)CodeIgniter (1)Yii框架2.0 (1)Zend Framework (2)CakePHP (2)Swoole (1)Ruby (5)C++ (13)C语言 (5)C# (16)MATLAB (16)Go (6)Microsoft .NET (33)Visual Studio (7)VB.NET (1).NET Core (3)Entity Framework Core (1)Blazor (1)Orleans (1)ML.NET (1)Lua (5)Scala (7)Qt (4)QML (1)Perl (2)Maven (2)Object-Oriented Programming (5)Elixir (1)COBOL (1)LabVIEW (1)Assembly Language (1)ELM (1)Rust (2)Swift (5)Haskell (3)Clojure (1)C++11 (3)F# (4)Pylint (1)MQL4 (1)Julia (1)Wolfram (2)Mathematica (2)Tcl/Tk (1)Simulink (3)Scilab (1)Scratch (1)
软件工程 (127)软件测试 (87)测试自动化 (39)Robot Framework (1)TestComplete (1)AutoIt (1)Tricentis Tosca (1)Galen Framework (1)Web应用程序测试 (34)Selenium (16)Protractor (2)Iridium (1)Jasmine (1)Jest (1)Watir (1)Cypress (1)Katalon Studio (1)行为驱动开发（BDD） (14)Cucumber (5)SpecFlow (1)Behave (2)Gherkin (2)Serenity (1)Behat (1)RSpec (1)Unit Testing (13)性能测试 (7)JMeter (5)API testing (4)SoapUI (1)Rest Assured (2)Postman (2)测试驱动开发（TDD） (3)验收测试驱动开发（ATDD） (4)基于模型的测试（MBT） (2)TestNG (2)Property Based Testing (3)FitNesse (1)软件设计 (19)设计模式 (10)领域驱动设计 (1)Design Thinking (1)Design Sprint (1)软件架构 (4)CMake (1)Software Localization (5)OpenNMT (1)GlobalSight (1)Facebook NMT (1)Application Performance Management (APM) (9)ServiceNow (5)Dynatrace (1)New Relic (1)Sentry (1)SignalFX (1)Documentation (2)
云计算 (97)亚马逊云服务（AWS） (28)AWS IoT (4)AWS Lambda (2)CloudFormation (2)Amazon DynamoDB (1)Tinkerbell (1)Azure (14)Azure Service Fabric (1)Terraform (4)OpenStack (11)Cloud Foundry (4)基于云的集成 (1)无服务器计算（Serverless Computing） (11)无服务器架构（Serverless Framework） (3)Fn Project (1)Knative (1)OpenFaas (1)OpenWhisk (1)Kubeless (1)OpenMP (1)IaaS (1)Nextcloud (1)bluemix (1)Red Hat Ceph Storage (2)GlusterFS (1)VMware (1)
图形计算 (6)语义网（Semantic Web） (4)资源描述框架（RDF） (1)SPARQL (4)Apache Jena (1)语义维基（Semantic Wiki） (1)
统计 (63)R语言 (39)Tidyverse (1)预测 (2)Quantitative Analytics (4)
搜索 (13)Elasticsearch (5)Logstash (1)Apache Solr (5)Sphinx Search (1)
OMG (36)UML (16)SysML (9)OCUP2 (3)OCRES (3)OCSMP (3)OCEB (5)UAF (2)CMMN (1)
面向服务的架构（SOA） (16)SOA ESB Integration (3)Mule (1)SOA治理 (2)
Microsoft Office (30)Word (2)PowerPoint (6)Excel VBA (4)Excel (14)
Automotive (13)Autosar (3)
企业架构 (29)基于模型的系统工程（MBSE） (4)系统架构 (13)Systems Modeling (10)Enterprise Architect (3)use case (2)MagicDraw (3)技术架构 (1)Nato Architecture Framework (NAF) (1)事件驱动架构（EDA） (1)SoaML (1)
版本控制系统 (13)GIT (9)GitHub (1)GitLab (2)Subversion (SVN) (4)Bitbucket (2)
Email (4)Roundcube (2)Outlook (1)
微服务（Microservices） (48)RabbitMQ (5)Apache Kafka (14)Apache Camel (2)Spring Cloud (5)Service Mesh (4)Istio (1)Linkerd (1)Envoy Proxy (2)Axon Framework (1)Apigee Edge (2)RocketMQ (1)Apache Dubbo (1)Apache Log4j (1)Traefik (1)
企业资源计划（ERP） (4)QAD (1)
网页服务 (12)API management (8)Kong (1)Swagger (2)
分布式系统 (22)XML (3)XPath (2)XQuery (1)BizTalk (4)Open MPI (1)Apache Thrift (1)Apache Flume (1)OpenTracing (1)Alluxio (1)MooseFS (1)Data serialization (1)OpenCL (1)etcd (1)gRPC (1)Apache Mesos (1)HashiCorp (2)
应用服务器 (17)JBoss (11)Tomcat (2)Servlet Container (1)Wildfly (1)GlassFish (2)
3D Printing (1)
Web服务器 (15)Jetty (1)Apache Web Server (3)Nginx (4)Microsoft IIS (3)Socket.IO (1)
Desktop Publishing (DTP) (6)InDesign (3)Scribus (2)
Windows OS (3)Windows Server (3)
Linux (40)Ubuntu (3)Raspberry Pi (4)Debian (1)LPI (4)Arch Linux (1)OSTree (1)Kali Linux (1)Linux Kernel (1)Lustre (1)
内容管理系统（CMS） (44)Drupal (13)SharePoint (8)WordPress (5)Magento (5)Learning Management System (LMS) (5)Open edX (3)Grav (1)Liferay (1)TinaCMS (1)
业务流程管理（BPM） (55)jBPM (5)BPMN (23)Automated Business Process Discovery (ABPD) (1)BPMS (11)Activiti (2)ProcessMaker (1)业务规则 (22)OpenRules (2)DMN (3)Python skope-rules (2)Nools (1)OptaPlanner (1)Drools (9)Jboss Rules (7)
Data Science (17)
金融 (41)Financial Crime (3)GnuCash (1)金融市场 (3)固定收入 (1)投资 (1)管理会计 (2)Murex (3)Xero (1)
DevOps (49)CI/CD（持续集成 / 持续交付） (28)Jenkins (11)Spinnaker (2)Argo CD (1)SonarQube (1)IT Operations Analytics (ITOA) (1)
机器人流程自动化（RPA） (18)UiPath (6)Blue Prism (1)Automation Anywhere (2)RPA Express (1)NICE机器人自动化 (1)OpenSpan (1)Robocorp (1)
Site Reliability Engineering (SRE) (1)
物联网（IoT） (31)ThingsBoard (1)NB-IoT (1)Kura (1)Edge Computing (1)
嵌入式系统 (38)嵌入式Linux (10)Yocto Project (1)Buildroot (1)OpenWrt (2)Embedded C (3)Arduino (4)FreeRTOS (1)Microcontroller (5)Vivado (1)Electronics (2)
机器人学（Robotics） (19)ROS (1)ArduPilot (1)智能机器人（Smart Robots） (4)Aerial Robotics (3)
移动网络（Mobile Networks） (6)5G (4)
Networking (58)Wireshark (5)VoIP (4)Cisco (3)Telecom (8)网络安全（Network Security） (9)Palo Alto Networks (1)OpenVAS (1)FortiGate (1)Nmap (1)Network Administration (12)ONAP (2)HAProxy (1)ProxySQL (1)Data Network (1)Samba (1)Software-Defined Networking (SDN) (7)P4 (1)
网络空间安全（Cyber Security） (106)安全代码 (30)Hands on Security (10)Information System Security (12)IBM QRadar (1)安全管理 (11)公司合规 (5)CCSK (1)信息安全风险 (4)CRISC (1)Cyber Warfare (1)Open Source Intelligence (OSINT) (2)
3D建模 (18)Modelica (1)Parametric Modeling (2)CAD (8)SketchUp (1)CATIA (1)Agent Based Modeling (2)Repast (1)Blender (2)RealityCapture (1)
计算机图形学 (17)3D graphics (7)WebGL (1)Autodesk Maya (1)Animation (1)GPU (4)CUDA (Compute Unified Device Architecture) (1)
营销 (16)社交媒体 (6)品牌管理 (3)Advertising (2)Google AdWords (1)digital marketing (5)
Data Management (21)Master Data Management (MDM) (2)EBX (1)数据集成 (9)Talend (4)Sensor Fusion (1)Data Protection (5)GDPR (3)Data Architecture (1)
身份管理 (10)Central Authentication Service (CAS) (1)Active Directory (AD) (1)目录服务 (3)LDAP (1)OpenLDAP (2)OpenDJ (1)FreeIPA (1)Okta (1)Hyperledger Indy (1)OpenAM (1)
配置管理 (23)Ansible (9)SaltStack (5)Puppet (4)Chef (1)Microsoft System Center Configuration Manager (SCCM) (1)
项目管理 (52)敏捷（Agile） (34)Scrum (17)MS Project (1)Jira (5)看板管理（Kanban） (6)OrangeScrum (1)Issue tracking (3)Trello (1)Yarn (1)
视频流 (8)Red5 (1)Marvin (1)BigBlueButton (1)Camtasia (1)Netflix (2)
CRM (37)SAP (24)Salesforce (3)Odoo (3)Zoho CRM (2)Microsoft Dynamics 365 (1)HubSpot CRM (1)Veeva (2)
协作 (15)Rocket.Chat (1)维基（Wiki） (6)MediaWiki (3)维基百科（Wikipedia） (3)XWiki (2)Zimbra (1)Alfresco (1)Confluence (1)Slack (2)Element (1)MS Teams (2)
Mechanical Engineering (1)
平面设计 (24)Adobe (16)Photoshop (4)Adobe XD (1)Adobe Illustator (1)Adobe After Effects (1)Gimp (2)D3.js (1)Inkscape (1)SVG (1)Sketch (1)
SCM (8)
Enterprise Asset Management (EAM) (5)IBM Maximo (2)
工业自动化 (3)OMRON PLC (1)
生物技术 (5)Microbial Genomics (1)
商务 (12)中国商务 (6)外商独资企业（WFOE） (1)
User Experience (UX) Design (3)Figma (1)
软技能 (47)领导力 (7)沟通技能（Communication） (9)Effective Meetings (1)Art of Hosting (1)Working In A Team (4)演讲技巧 (11)Person To Person Skills (1)Train The Trainer (2)Assertiveness (4)
管理 (54)公司治理 (6)战略管理 (8)战略规划 (4)精益管理（Lean） (8)Business Motivation Model (2)应变管理 (10)专业发展 (11)人力资源 (6)质量管理系统（QMS） (5)KAIZEN (1)Business Continuity Management (1)Risk Management (2)
生物信息学 (1)
Cognito Forms (1)
Personal Development (3)Mindfulness (2)Meditation (1)Stress Management (1)
DaDesktop (2)Desktop as a Service (2)
NobleProg Internship (1)
ISO Standards (3)

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