Domain
Simulation Tools
Networks
Cisco Packet Tracer, GNS3, ns-2, ns-3, OPNET, OMNeT++,Qualnet
IoT
Contiki, ThingWorx, Cooja, Node-RED, IoTIFY
Mining
MineSight, Surpac, Deswik, Datamine, Vulcan
Machine Learning
TensorFlow, PyTorch, scikit-learn, Keras, XGBoost, Jupyter
Blockchain
Ganache, Hyperledger Fabric, Corda, Quorum, Geth
Cybersecurity
Wireshark, Nmap, Metasploit, Snort, Security Onion, Burp suite, GNS3 (for
network security), Kali linux
Artificial Intelligence
OpenAI Gym, Microsoft Cognitive Toolkit, IBM Watson, TensorFlow, PyTorch,
scikit-learn
Databases
MySQL, PostgreSQL, Microsoft SQL Server, SQLite, Oracle, MySQL Workbench,
Oracle VirtualBox, SQLFiddle, MongoDB
Domain
Simulation Tools
Cloud Computing
AWS, Azure, Google Cloud, IBM Cloud, DigitalOcean, OpenStack, Kubernetes
Programming and IDEs
Visual Studio, Eclipse, IntelliJ IDEA, Jupyter Notebook, MATLAB
Web Development
XAMPP, WAMP, Node.js, Angular, React, Visual Studio Code, Sublime Text,
Atom, HTML/CSS, JavaScript, Django
Operating Systems
VirtualBox, VMware Workstation, QEMU, Docker, Linux (Ubuntu, CentOS),
Windows, macOS
Mobile App
Development
Android Studio, Xcode, React Native, Flutter
Data Science
RStudio, Anaconda, Jupyter Notebook, KNIME, Python Pandas, Python
libraries (pandas, matplotlib, seaborn)
Finite Element Analysis
ANSYS, COMSOL, Abaqus, LS-DYNA
Circuit Simulation
SPICE, LTspice, TINA, PSpice
Domain
Simulation Tools
Robotics
ROS (Robot Operating System), V-REP, Gazebo
Control Systems
MATLAB/Simulink, LabVIEW, Scilab
VLSI Design
Cadence Virtuoso, Xilinx Vivado, Synopsys tools
Computer Graphics
Blender, Unity, Unreal Engine, OpenGL, DirectX
Virtualization
VirtualBox, VMware Workstation, Hyper-V, KVM
Data Analytics
RStudio, Python Pandas, KNIME, Tableau
Algorithms/Data
Structures
MATLAB, Python libraries (numpy, scipy,pandas), C++, C++ STL
Game Development
Unity, Unreal Engine, Godot, Blender
IT Infrastructure
Nagios, Zabbix, Splunk, SolarWinds, Puppet, Ansible, Docker
Domain
Simulation Tools
Enterprise Software
SAP, Salesforce, Microsoft Dynamics, Odoo
Enterprise Software
SAP, Salesforce, Microsoft Dynamics, Odoo
IT Service Management
ServiceNow, BMC Remedy, JIRA Service Management
Network Monitoring
PRTG Network Monitor, Wireshark, Nagios, SolarWinds
IT Automation
Ansible, Puppet, Chef, Jenkins, SaltStack
Version Control
Git, SVN, Mercurial, Bitbucket
Software Testing
Selenium, JUnit, pytest, TestNG
DevOps
Jenkins, GitLab CI/CD, CircleCI, Travis CI
Only Open source tools
Domain
Web Development
Data Science
Tool Name
Description
React
JavaScript library for building user interfaces.
Angular
Platform for building web applications.
Django
High-level Python web framework.
Flask
Lightweight Python web framework.
Bootstrap
Front-end framework for responsive design.
TensorFlow
Open-source machine learning framework.
PyTorch
Deep learning framework for researchers.
Scikit-learn
Machine learning library for Python.
Pandas
Data manipulation and analysis library for Python.
Domain
Databases
DevOps
Tool Name
Description
Jupyter Notebook
Interactive computing environment for data science.
MySQL
Popular open-source relational database.
PostgreSQL
Advanced open-source relational database.
MongoDB
NoSQL database for document-oriented data.
Redis
In-memory data structure store for caching.
SQLite
Serverless, self-contained SQL database engine.
Docker
Platform for developing, shipping, and running
applications.
Kubernetes
Container orchestration and management platform.
Jenkins
Automation server for continuous integration and
delivery.
Domain
Networking
Cybersecurity
Tool Name
Description
Ansible
Open-source automation tool for configuration
management.
Prometheus
Monitoring and alerting toolkit.
Wireshark
Network protocol analyzer.
OpenVPN
Virtual private network software.
Nmap
Network discovery and security auditing tool.
WireGuard
Simple and secure VPN tunneling protocol.
Snort
Network intrusion detection and prevention system.
Metasploit
Penetration testing framework.
Wireshark
Network traffic analysis tool.
Domain
Tool Name
OpenVAS
Vulnerability scanning and management.
Suricata
Network threat detection engine.
OSSEC
Host-based intrusion detection system.
Artificial Intelligence OpenAI Gym
Domain
Description
Toolkit for developing and comparing reinforcement
learning algorithms.
OpenCV
Library for computer vision and machine learning.
Gensim
Library for topic modeling and document similarity
analysis.
NLTK
Natural Language Toolkit for text analysis.
spaCy
NLP library for production use.
Tool Name
Description
Domain
Network
Management
IT Automation
Tool Name
Description
Nagios
Network and infrastructure monitoring.
Zabbix
Enterprise-level monitoring solution.
Cacti
Network graphing solution.
LibreNMS
Network monitoring and management system.
OpenNMS
Network management platform.
Ansible
Automation and configuration management.
Puppet
Configuration management and automation tool.
Chef
Infrastructure automation framework.
SaltStack
Event-driven IT automation software.
Domain
IT
Ticketing/Helpdesk
IT Security
Tool Name
Description
Rundeck
Job scheduler and runbook automation.
OTRS
Ticketing and service management solution.
osTicket
Open-source support ticket system.
Request Tracker (RT)
Incident tracking system.
GLPI
IT asset management and helpdesk software.
Zammad
Open-source helpdesk and ticketing system.
Snort
Network intrusion detection system.
Suricata
High-performance Network IDS, IPS, and Network Security
Monitoring (NSM) engine.
OSSEC
Host-based intrusion detection system.
Domain
Version Control
Cloud Computing
Tool Name
Description
OpenVAS
Vulnerability scanning and management.
Security Onion
Network security monitoring and intrusion detection
system.
Git
Distributed version control system.
Subversion (SVN)
Centralized version control system.
Mercurial (Hg)
Distributed version control system.
Bazaar (bzr)
Distributed version control system.
Fossil
Distributed version control and bug tracking system.
OpenStack
Cloud computing platform.
Apache CloudStack
Cloud computing management platform.
Domain
Virtualization
Data Analytics
Tool Name
Description
OpenNebula
Cloud infrastructure management platform.
Eucalyptus
Open-source private and hybrid cloud computing
platform.
Cloud Foundry
Platform-as-a-Service (PaaS) for cloud applications.
VirtualBox
Virtualization product by Oracle.
KVM
Kernel-based Virtual Machine hypervisor.
QEMU
Processor emulator and virtualizer.
Proxmox Virtual
Environment
Open-source virtualization management platform.
Virt-manager
Desktop user interface for managing virtual machines.
Apache Hadoop
Big data processing framework.
Domain
Web Servers
Tool Name
Description
Apache Spark
Open-source cluster-computing framework.
Apache Flink
Stream processing framework.
R
Statistical computing and graphics.
Python Pandas
Data manipulation and analysis library.
Apache HTTP Server
Widely used web server software.
Nginx
High-performance web server and reverse proxy.
Lighttpd
Web server optimized for speed and efficiency.
Caddy
Fast, cross-platform HTTP/2 web server with automatic
HTTPS.
Cherokee
Flexible and lightweight web server.
Only Commercial tools
Domain
Web
Development
Data Science
Tool Name
Description
License
JetBrains IntelliJ IDEA
Java integrated development
environment.
Commercial
Microsoft Visual Studio
Integrated development environment
for Windows.
Commercial
Adobe Dreamweaver
Web design and development
application.
Commercial
Sublime Text
Code editor known for speed and
simplicity.
Proprietary
WebStorm
JavaScript IDE by JetBrains.
Commercial
MATLAB
High-level programming and simulation
environment.
Commercial
SAS
Analytics and business intelligence
software.
Commercial
Domain
Databases
Tool Name
Description
License
Tableau
Data visualization and business
intelligence tool.
Commercial
Mathematica
Symbolic computation and data
visualization.
Commercial
Stata
Statistical software for data analysis.
Commercial
Oracle Database
Relational database management
system.
Commercial
Microsoft SQL Server
Relational database management
system by Microsoft.
Commercial
IBM Db2
Relational database management
system by IBM.
Commercial
Teradata
Data warehousing and analytics
platform.
Commercial
Informix
Relational database management
system by IBM.
Commercial
Domain
DevOps
Networking
Tool Name
Description
License
Atlassian Jira
Issue and project tracking software.
Commercial
GitLab
Web-based Git repository manager.
MIT
TeamCity
Continuous integration and build server
by JetBrains.
Commercial
Bamboo
Continuous integration and deployment
tool by Atlassian.
Commercial
Travis CI
Distributed continuous integration
service.
Apache 2.0
Cisco Packet Tracer
Network simulation tool for learning
networking.
Proprietary
SolarWinds Network
Performance Monitor
Network monitoring software.
Commercial
F5 BIG-IP
Application delivery and security
services.
Commercial
Domain
Cybersecurity
Artificial
Intelligence
Tool Name
Description
License
Wireshark
Network protocol analyzer.
GPL v2
Riverbed SteelCentral
AppResponse
Network performance monitoring.
Commercial
Endpoint security and antivirus
Symantec Endpoint Protection software.
Commercial
McAfee Enterprise
Security solutions for cloud and
endpoint protection.
Commercial
Rapid7 Metasploit
Penetration testing framework.
Various
FireEye
Cybersecurity and threat intelligence
solutions.
Commercial
Trend Micro Deep Security
Host-based security platform.
Commercial
IBM Watson
AI and machine learning platform.
Commercial
Domain
Domain
Network
Management
Tool Name
Description
License
Microsoft Azure AI
AI services on Microsoft Azure.
Commercial
Amazon SageMaker
Machine learning platform by AWS.
Commercial
H2O.ai
Open-source AI and machine learning
platform.
Apache 2.0
Caffe
Deep learning framework by Berkeley AI BSD 2Research Lab.
Clause
Tool Name
Description
License
SolarWinds Network
Performance Monitor
Network monitoring software.
ManageEngine OpManager
Network performance monitoring and
management.
Commercial
PRTG Network Monitor
Network monitoring and alerting
solution.
Commercial
Commercial
Domain
IT Automation
IT
Ticketing/Helpdesk
Tool Name
Description
License
LogicMonitor
Automated IT infrastructure
monitoring and intelligence.
WhatsUp Gold
Network monitoring and management
tool.
Commercial
Microsoft System Center
Suite of IT management products.
Commercial
BMC Control-M
Digital business automation and
workload scheduling.
Commercial
IBM UrbanCode Deploy
Application release automation.
Commercial
CA Automic
Continuous delivery and workload
automation.
Commercial
Micro Focus Operations
Orchestration
IT process automation.
Commercial
ServiceNow
Cloud-based IT service management
and helpdesk.
Commercial
Commercial
Domain
IT Security
Tool Name
Description
License
Freshservice
IT service desk and ITSM solution.
Commercial
JIRA Service Management
IT service desk and ITSM software by
Atlassian.
Commercial
Zendesk
Customer service and support
ticketing system.
Commercial
SysAid
IT service management and helpdesk
solution.
Commercial
Symantec Endpoint
Protection
Endpoint security and antivirus
software.
Commercial
McAfee Enterprise
Security solutions for cloud and
endpoint protection.
Commercial
Rapid7 InsightVM
Vulnerability management and
assessment.
Commercial
Qualys
Cloud-based security and compliance
solutions.
Commercial
Domain
Version Control
Cloud Computing
Tool Name
Description
License
Tenable
Cybersecurity solutions for
vulnerability management.
Commercial
Perforce Helix Core
Version control and collaboration
platform.
Commercial
IBM Rational ClearCase
Software configuration management
solution.
Commercial
Plastic SCM
Distributed version control and source
code management.
Commercial
AccuRev
Software configuration management
solution.
Helix TeamHub
Code collaboration and version control
platform.
Commercial
VMware vSphere
Server virtualization platform.
Commercial
Microsoft Azure
Cloud computing platform by
Microsoft.
Commercial
Commercial
Domain
Tool Name
Description
License
AWS (Amazon Web Services) Cloud computing platform by Amazon. Commercial
Virtualization
Google Cloud Platform
Cloud services and infrastructure by
Google.
Commercial
IBM Cloud
Cloud services and solutions by IBM.
Commercial
VMware Workstation
Desktop virtualization software.
Commercial
Microsoft Hyper-V
Hypervisor-based virtualization
platform.
Commercial
Parallels Desktop
Virtualization software for macOS.
Commercial
VirtualBox
Open-source virtualization product by
Oracle.
GPL v2
XenServer
Virtualization platform by Citrix.
Commercial
Domain
Data Analytics
Web Servers
Tool Name
Description
License
IBM Cognos Analytics
Business intelligence and performance
management.
Commercial
Microsoft Power BI
Business analytics and data
visualization tool.
Commercial
Tableau
Data visualization and business
intelligence tool.
Commercial
Qlik Sense
Data analytics and visualization
platform.
Commercial
SAP Analytics Cloud
Analytics platform by SAP.
Commercial
Microsoft Internet
Information Services (IIS)
Web server for Windows.
Commercial
Nginx
High-performance web server and
reverse proxy.
Commercial
LiteSpeed Web Server
High-performance web server.
Commercial
Domain
Tool Name
Description
License
Apache HTTP Server
Widely used open-source web server
software.
Caddy
Fast, cross-platform HTTP/2 web server
with automatic HTTPS.
Apache 2.0
Apache 2.0