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Course Catalogue

Artificial Intelligence (AI) (200)Machine Learning (138)Deep Learning (65)TensorFlow (16)Keras (3)OpenVINO (1)Horovod (1)Chainer (1)TensorFlow Lite (4)AlphaFold (1)AutoML (5)Auto-Keras (1)Auto-sklearn (1)H2O AutoML (1)H2O (1)DataRobot (1)ML Kit (1)Random Forest (1)AdaBoost (1)Weka (1)Reinforcement Learning (3)Neural Networks (27)Natural Language Processing (NLP) (18)Spark NLP (1)TextBlob (1)Computer Vision (11)OpenCV (3)Machine Vision (1)Predictive Analytics (10)NLTK (2)Quantum Computing (6)Q# (1)Conversational AI (4)Microsoft Bot Framework (2)

MLOps (9)MLflow (1)Kubeflow (7)

Big Data (112)Apache Spark (19)PySpark (1)Data Mining (23)Hadoop (27)Hive (1)Hortonworks Data Platform (HDP) (1)Stream Processing (17)Apache NiFi (2)Apache Ignite (2)KSQL (1)Spark Streaming (1)Data Warehouse (8)Data Vault (1)Apache Airflow (1)Denodo (1)

Containers and Virtual Machines (VMs) (74)Docker (19)Kubernetes (48)Helm (1)OpenShift (8)Apache Karaf (1)App-V (2)Rancher (1)Project Calico (1)Heroku (1)

Database (158)SQL (36)MongoDB (11)Oracle (28)Oracle APEX (1)Access (8)PostgreSQL (12)Cassandra (5)MySQL (12)MariaDB (4)Redis (4)ApsaraCache (2)Azure SQL Database (1)Microsoft SQL Server (20)PL/SQL (3)Graph Database (6)Neo4j (2)NoSQL (11)Azure Cosmos DB (1)GraphQL (5)Hasura (1)Firebase (3)LINQ (1)Presto (1)Change Data Capture (CDC) (1)Hazelcast (1)Prometheus (2)MongoDB Atlas (1)SQLite (1)ClickHouse (1)

Blockchain (46)Hyperledger (8)Ethereum (5)Dapp (2)Bitcoin (1)Web3 (1)

Operating Systems (OS) (3)HarmonyOS (1)Fuchsia OS (1)

Mobile Development (75)Android (19)iOS (13)Cross Platform Development (22)Flutter (4)Xamarin (1)Ionic (7)IBM MobileFirst (1)Meteor (2)Progressive Web Apps (PWA) (6)Accelerated Mobile Pages (AMP) (2)Intelligent Applications (1)

Data Analysis (188)Business Intelligence (67)Power BI (11)Tableau (15)JasperReports (1)Apache Superset (2)MicroStrategy (2)Splunk (3)SAS (2)Stata (3)Alteryx (4)IBM Cognos (1)Google Sheets (1)QlikView (2)Metabase (1)Redash (1)Pentaho (2)Data Visualization (42)Kibana (2)Grafana (2)TIBCO (6)TIBCO Spotfire (4)KNIME (5)Microsoft Power Platform (1)Business Analysis (29)Requirements Engineering (3)Fintech (1)System Monitoring (10)Zabbix (1)Nagios (3)Sensu (1)Fluentd (1)Data Cleaning (1)Databricks (1)IBM SPSS Modeler (1)

Programming (517)Python (99)Django (7)Flask (3)PyQt (1)Kivy (1)Tkinter (1)PyGame (1)SciPy (1)FastAPI (2)Dask (1)Pandas (3)JavaScript (137)Angular (46)React (23)Ant Design (1)Material UI (1)MobX (1)TypeScript (4)Node.js (14)LoopBack (1)NestJS (1)Vue.js (11)React Native (3)jQuery (3)Polymer (2)Nuxt.js (1)Aurelia (1)ESLint (1)Svelte (2)Gatsby (1)State Management (4)Vuex (1)Redux (2)VBA (10)Kotlin (8)Java (86)Java EE (12)Spring Framework (8)Spring Boot (6)Groovy (2)Akka (4)Gradle (1)Apache Struts (1)JavaServer Faces (1)Quarkus (1)Jakarta EE (1)Spring Integration (1)Vaadin (1)Guava (1)NetBeans (1)PHP (37)Symfony (3)Laravel (4)PHPUnit (1)CodeIgniter (1)C++ (15)C# (20)MATLAB (17)Go (6)Microsoft .NET (40)Visual Studio (10)VB.NET (2).NET Core (3)Entity Framework Core (1)Blazor (3)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)Scratch (1)Bazel (1)

Statistics (72)R Language (41)Tidyverse (1)

Cloud Computing (126)Amazon Web Services (AWS) (30)AWS IoT (4)AWS Lambda (2)CloudFormation (2)Amazon DynamoDB (1)Tinkerbell (1)Azure (28)Terraform (5)OpenStack (12)Cloud Foundry (4)Cloud Based Integration (1)Serverless Computing (11)Serverless Framework (3)Fn Project (1)Knative (1)OpenFaas (1)OpenWhisk (1)Kubeless (1)OpenMP (1)VMware (4)CloudForms (1)Citrix Hypervisor (1)Boomi (2)

Software Engineering (130)Software Testing (92)Test Automation (44)Robot Framework (1)TestComplete (1)AutoIt (1)Tricentis Tosca (1)Web Application Testing (35)Selenium (17)Protractor (2)Iridium (1)Cypress (1)Katalon Studio (1)Behavior Driven Development (BDD) (14)Cucumber (5)SpecFlow (1)Behave (2)Gherkin (2)Unit Testing (14)Performance Testing (7)JMeter (5)API Testing (4)SoapUI (1)Rest Assured (2)Postman (2)Test Driven Development (TDD) (3)Acceptance Test Driven Development (ATDD) (4)Model Based Testing (2)Software Design (22)Design Patterns (10)Domain Driven Design (1)Design Thinking (2)Design Sprint (1)Software Architecture (6)CMake (1)

Web Development (95)HTML (8)CSS (8)MEAN Stack (6)Bootstrap (4)Reactive Programming (11)Functional Reactive Programming (1)RxJava (2)RxJS (2)Yeoman (1)

Game Development (8)Unreal (2)Unity Software (2)

Virtual Reality (VR) (5)React VR (1)

Augmented Reality (AR) (8)ARToolKit (1)ARCore (1)

Application Performance Management (APM) (9)ServiceNow (5)New Relic (1)Sentry (1)SignalFX (1)

Graph Computing (6)Semantic Web (4)RDF (1)SPARQL (4)Apache Jena (1)

Search (15)Elasticsearch (6)Logstash (1)Apache Solr (5)OpenSearch (1)

OMG (39)UML (18)SysML (9)OCUP2 (3)OCRES (3)OCSMP (3)OCEB2 (5)

Service-Oriented Architecture (SOA) (16)SOA ESB Integration (3)Mule (1)SOA Governance (2)

Automotive (17)Autosar (5)

DevOps (64)CI/CD (Continuous Integration / Continuous Delivery) (29)Jenkins (11)Spinnaker (2)Argo CD (1)SonarQube (1)IT Operations Analytics (ITOA) (1)OpsGenie (1)DevOps Certification (10)DevOps Institute (9)

Robotic Process Automation (RPA) (22)UiPath (7)Blue Prism (1)Automation Anywhere (3)RPA Express (1)NICE Robotic Automation (1)OpenSpan (1)Robocorp (1)

Robotics (19)ROS (1)ArduPilot (1)Smart Robots (4)Aerial Robotics (3)

Version Control Systems (14)GIT (10)GitHub (1)GitLab (2)Subversion (SVN) (4)

Microservices (53)RabbitMQ (6)Apache Kafka (15)Apache Camel (2)Spring Cloud (5)Service Mesh (4)Istio (1)Linkerd (1)Envoy Proxy (2)RocketMQ (1)Apache Dubbo (1)Apache Log4j (1)Traefik (1)Lumen (1)

Web Services (23)API Management (19)Kong (1)Swagger (2)Apigee X (2)MuleSoft (1)Red Hat 3Scale (1)

Application Server (20)JBoss (11)Tomcat (2)Servlet Container (1)Oracle WebLogic (1)IBM WebSphere Application Server (WAS) (2)

Web Server (15)Apache Web Server (3)Nginx (4)Socket.IO (1)

Internet of Things (IoT) (34)ThingsBoard (1)NB-IoT (1)Kura (1)Edge Computing (1)

Windows OS (12)Windows Server (9)

Linux (44)Ubuntu (4)Raspberry Pi (4)Kali Linux (3)Linux Kernel (1)Lustre (1)Red Hat Enterprise Linux (RHEL) (1)

Enterprise Architecture (40)MBSE (5)Systems Architecture (15)MagicDraw (3)MODAF (4)Technical Architecture (1)ITIL® (2)

Content Management System (CMS) (43)Drupal (14)WordPress (5)Magento (8)Learning Management System (LMS) (6)Open edX (3)TinaCMS (1)Shopify (1)

BPM (57)jBPM (5)BPMN (22)BPMS (11)Activiti (2)Business Rules (23)Drools (9)JBoss Rules (7)

Customer Relationship Management (CRM) (59)SAP (44)Salesforce (3)Odoo (3)Zoho CRM (2)Microsoft Dynamics 365 (1)HubSpot CRM (2)Veeva (2)

Soft Skills (75)Leadership (7)Communication (10)Working In A Team (4)Presentation Skills (11)Personal Development (12)Mindfulness (2)Meditation (1)Stress Management (2)

Cyber Security (146)Secure Code (30)Hands on Security (10)Information System Security (28)IBM QRadar (1)Security Management (16)Corporate Compliance (8)CCSK (2)Information Security Risk (8)CRISC (1)Cyber Warfare (1)Open Source Intelligence (OSINT) (2)EC-Council (4)

Mobile Networks (7)5G (5)

Networking (71)Wireshark (6)VoIP (4)Cisco (8)Telecom (9)Network Security (12)Palo Alto Networks (1)OpenVAS (1)FortiGate (1)Network Administration (13)ONAP (2)HAProxy (1)ProxySQL (1)Software-Defined Networking (SDN) (9)P4 (1)

Embedded Systems (42)Embedded Linux (14)Yocto Project (2)Embedded C (3)Arduino (4)FreeRTOS (1)Microcontroller (5)Vivado (1)Electronics (2)

Site Reliability Engineering (SRE) (1)

3D Modeling (23)Modelica (1)Parametric Modeling (2)CAD (11)SketchUp (1)CATIA (1)SolidWorks (1)OpenSCAD (1)Agent Based Modeling (4)Repast (1)NetLogo (1)Blender (3)RealityCapture (1)

Computer Graphics (21)3D Graphics (8)WebGL (1)Autodesk Maya (1)GPU (4)CUDA (Compute Unified Device Architecture) (1)

Data Management (30)Master Data Management (MDM) (2)EBX (1)Data Integration (11)Talend (4)Oracle GoldenGate (1)Data Architecture (1)

Identity Management (11)Central Authentication Service (CAS) (1)Directory Services (6)LDAP (1)OpenLDAP (2)OpenDJ (1)Active Directory (AD) (1)FreeIPA (1)389 Directory Server (2)Okta (1)Hyperledger Indy (1)OpenAM (1)

Configuration Management (24)Ansible (9)SaltStack (5)Puppet (4)Microsoft System Center Configuration Manager (SCCM) (1)

Project Management (70)Agile (38)Scrum (19)Scrum.org (1)MS Project (3)Jira (5)KanBan (6)Agile Accredited (2)Trello (1)Yarn (1)

Enterprise Asset Management (EAM) (5)IBM Maximo (2)

User Experience (UX) Design (4)Figma (1)

Human Factors (8)

Management (92)Lean (8)Kaizen (1)Management and Leadership (7)Risk Management (14)

Authorized Microsoft (43)Authorized Azure (6)Authorized Microsoft 365 (9)Authorized Microsoft Office (3)Authorized Windows (9)

LibreOffice (2)

The Linux Foundation Authorized Courses (11)Authorized Cloud and Containers (3)Authorized System Administration (4)Authorized Systems Engineering (3)Authorized Web and Application Development (1)

Microsoft (19)SharePoint (13)

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