Amazon Web Services (AWS)
The world’s most comprehensive cloud platform with 200+ services for compute, storage, databases, and more.
Microsoft Azure
Microsoft’s cloud computing service for building, testing, deploying applications and services.
Google Cloud Platform (GCP)
Google’s suite of cloud computing services running on the same infrastructure as Google products.
IBM Cloud
Enterprise-focused cloud platform with AI, data, and security capabilities.
DigitalOcean
Developer-friendly cloud platform designed for simplicity and ease of use.
Docker
Platform for developing, shipping, and running applications using containerization technology.
Kubernetes
Open-source container orchestration platform for automating deployment and management.
Terraform
Infrastructure as Code tool for building, changing, and versioning infrastructure safely.
Jenkins
Open-source automation server for continuous integration and continuous deployment (CI/CD).
Ansible
Automation platform for configuration management, application deployment, and orchestration.
React
JavaScript library for building user interfaces with component-based architecture.
Visual Studio Code
Free, open-source code editor with rich ecosystem of extensions and built-in Git support.
Node.js
JavaScript runtime built on Chrome’s V8 engine for server-side development.
Angular
TypeScript-based web application framework for building scalable single-page applications.
Vue.js
Progressive JavaScript framework for building user interfaces and single-page applications.
Python
Primary programming language for AI/ML with extensive libraries and frameworks.
PyTorch
Open-source machine learning framework known for dynamic computation graphs and research flexibility.
TensorFlow
Google’s open-source platform for machine learning and deep neural networks.
scikit-learn
Machine learning library for Python providing simple and efficient data mining tools.
Jupyter Notebook
Interactive computing environment for data science and machine learning experiments.
pandas
Powerful data manipulation and analysis library for Python with DataFrame structures.
Tableau
Leading data visualization platform for creating interactive dashboards and reports.
NumPy
Fundamental package for scientific computing in Python with powerful array operations.
Power BI
Microsoft’s business analytics tool for visualizing data and sharing insights.
Matplotlib
Comprehensive library for creating static, animated, and interactive visualizations in Python.
Apache Airflow
Platform for developing, scheduling, and monitoring workflows as directed acyclic graphs (DAGs).
Snowflake
Cloud-based data warehousing platform with automatic scaling and data sharing capabilities.
dbt (Data Build Tool)
Command-line tool for transforming data in warehouses by writing SELECT statements.
Apache Spark
Unified analytics engine for large-scale data processing with built-in modules for SQL, streaming, and ML.
Databricks
Unified data analytics platform combining data engineering, data science, and business analytics.
Looker
Modern BI platform for data exploration and business intelligence with modeling layer.
Qlik Sense
Self-service data visualization and discovery application with associative analytics engine.
Sisense
AI-driven analytics platform that simplifies complex data into actionable insights.
Metabase
Open-source business intelligence tool for creating dashboards and asking questions about data.
Apache Superset
Modern data exploration and visualization platform for creating rich interactive dashboards.
LangChain
Framework for developing applications powered by language models with chains and agents.
LlamaIndex
Data framework for connecting custom data sources to large language models.
OpenAI API
Access to GPT models and other AI capabilities through RESTful API endpoints.
Hugging Face
Platform for machine learning with pre-trained models, datasets, and deployment tools.
AutoGPT
Autonomous AI agent that can perform tasks by breaking them down into sub-tasks.
Nmap
Network discovery and security auditing tool for network administrators and security professionals.
Wireshark
Network protocol analyzer for troubleshooting, analysis, and security auditing.
Splunk
Platform for searching, monitoring, and analyzing machine-generated data for security insights.
Burp Suite
Integrated platform for web application security testing and vulnerability scanning.
Kali Linux
Debian-based Linux distribution designed for digital forensics and penetration testing.
Prometheus
Open-source monitoring system with dimensional data model and powerful query language.
Grafana
Multi-platform analytics and interactive visualization web application for monitoring data.
Elastic Stack (ELK)
Collection of open-source tools for search, logging, and analytics (Elasticsearch, Logstash, Kibana).
Datadog
Monitoring and analytics platform for cloud applications, infrastructure, and logs.
Jaeger
Open-source distributed tracing platform for monitoring microservices-based architectures.
Apache Atlas
Data governance and metadata management platform for Hadoop and cloud ecosystems.
Collibra
Data intelligence platform for data governance, privacy, and quality management.
Informatica
Enterprise data management platform for data integration, quality, and governance.
Alation
Data catalog and governance platform for discovering, understanding, and governing data assets.
Great Expectations
Open-source Python library for data quality testing, validation, and profiling.
PostgreSQL
Advanced open-source relational database with strong standards compliance and extensibility.
MongoDB
Document-oriented NoSQL database designed for scalability and flexibility in modern applications.
Redis
In-memory data structure store used as database, cache, and message broker.
Apache Cassandra
Distributed NoSQL database designed for handling large amounts of data across commodity servers.
MySQL
Popular open-source relational database management system known for reliability and ease of use.