{ "python": "Python", "Python": "Python", "py": "Python", "java": "Java", "Java": "Java", "jdk": "Java", "c++": "C++", "C++": "C++", "c#": "C#", "C#": "C#", "go": "Go", "Go": "Go", "rust": "Rust", "Rust": "Rust", "swift": "Swift", "Swift": "Swift", "kotlin": "Kotlin", "Kotlin": "Kotlin", "php": "PHP", "PHP": "PHP", "r": "R", "R": "R", "ruby": "Ruby", "Ruby": "Ruby", "typescript": "TypeScript", "TypeScript": "TypeScript", "ts": "TypeScript", "javascript": "JavaScript", "JavaScript": "JavaScript", "js": "JavaScript", "scala": "Scala", "Scala": "Scala", "perl": "Perl", "Perl": "Perl", "haskell": "Haskell", "Haskell": "Haskell", "lua": "Lua", "Lua": "Lua", "dart": "Dart", "Dart": "Dart", "objective-c": "Objective-C", "Objective-C": "Objective-C", "assembly": "Assembly", "Assembly": "Assembly", "matlab": "MATLAB", "MATLAB": "MATLAB", "html": "HTML", "HTML": "HTML", "css": "CSS", "CSS": "CSS", "sass": "Sass", "Sass": "Sass", "less": "Less", "Less": "Less", "react": "React", "React": "React", "angular": "Angular", "Angular": "Angular", "vue.js": "Vue.js", "Vue.js": "Vue.js", "svelte": "Svelte", "Svelte": "Svelte", "next.js": "Next.js", "Next.js": "Next.js", "nuxt.js": "Nuxt.js", "Nuxt.js": "Nuxt.js", "gatsby": "Gatsby", "Gatsby": "Gatsby", "webpack": "Webpack", "Webpack": "Webpack", "vite": "Vite", "Vite": "Vite", "tailwind css": "Tailwind CSS", "Tailwind CSS": "Tailwind CSS", "tc": "Tailwind CSS", "bootstrap": "Bootstrap", "Bootstrap": "Bootstrap", "alpine.js": "Alpine.js", "Alpine.js": "Alpine.js", "lit": "Lit", "Lit": "Lit", "stencil": "Stencil", "Stencil": "Stencil", "node.js": "Node.js", "Node.js": "Node.js", "express.js": "Express.js", "Express.js": "Express.js", "django": "Django", "Django": "Django", "flask": "Flask", "Flask": "Flask", "fastapi": "FastAPI", "FastAPI": "FastAPI", "spring boot": "Spring Boot", "Spring Boot": "Spring Boot", "sb": "Spring Boot", "asp.net": "ASP.NET", "ASP.NET": "ASP.NET", "laravel": "Laravel", "Laravel": "Laravel", "ruby on rails": "Ruby on Rails", "Ruby on Rails": "Ruby on Rails", "ror": "Ruby on Rails", "koa.js": "Koa.js", "Koa.js": "Koa.js", "gin": "Gin", "Gin": "Gin", "fiber": "Fiber", "Fiber": "Fiber", "play framework": "Play Framework", "Play Framework": "Play Framework", "pf": "Play Framework", "symfony": "Symfony", "Symfony": "Symfony", "micronaut": "Micronaut", "Micronaut": "Micronaut", "phoenix": "Phoenix", "Phoenix": "Phoenix", "sql": "SQL", "SQL": "SQL", "db": "SQL", "mysql": "MySQL", "MySQL": "MySQL", "maria": "MySQL", "postgresql": "PostgreSQL", "PostgreSQL": "PostgreSQL", "postgres": "PostgreSQL", "pgsql": "PostgreSQL", "sqlite": "SQLite", "SQLite": "SQLite", "oracle": "Oracle", "Oracle": "Oracle", "mongodb": "MongoDB", "MongoDB": "MongoDB", "redis": "Redis", "Redis": "Redis", "cassandra": "Cassandra", "Cassandra": "Cassandra", "neo4j": "Neo4j", "Neo4j": "Neo4j", "neoj": "Neo4j", "mariadb": "MariaDB", "MariaDB": "MariaDB", "firebase": "Firebase", "Firebase": "Firebase", "elasticsearch": "Elasticsearch", "Elasticsearch": "Elasticsearch", "couchdb": "CouchDB", "CouchDB": "CouchDB", "dynamodb": "DynamoDB", "DynamoDB": "DynamoDB", "influxdb": "InfluxDB", "InfluxDB": "InfluxDB", "timescaledb": "TimescaleDB", "TimescaleDB": "TimescaleDB", "aws": "AWS", "AWS": "AWS", "azure": "Azure", "Azure": "Azure", "google cloud platform": "Google Cloud Platform", "Google Cloud Platform": "Google Cloud Platform", "gcp": "Google Cloud Platform", "docker": "Docker", "Docker": "Docker", "kubernetes": "Kubernetes", "Kubernetes": "Kubernetes", "terraform": "Terraform", "Terraform": "Terraform", "ansible": "Ansible", "Ansible": "Ansible", "jenkins": "Jenkins", "Jenkins": "Jenkins", "gitlab ci": "GitLab CI", "GitLab CI": "GitLab CI", "gc": "GitLab CI", "circleci": "CircleCI", "CircleCI": "CircleCI", "helm": "Helm", "Helm": "Helm", "istio": "Istio", "Istio": "Istio", "prometheus": "Prometheus", "Prometheus": "Prometheus", "grafana": "Grafana", "Grafana": "Grafana", "elk stack": "ELK Stack", "ELK Stack": "ELK Stack", "es": "ELK Stack", "serverless": "Serverless", "Serverless": "Serverless", "cloud functions": "Cloud Functions", "Cloud Functions": "Cloud Functions", "cf": "Cloud Functions", "sre": "SRE", "SRE": "SRE", "data science": "Data Science", "Data Science": "Data Science", "ds": "Decentralized Storage", "data analysis": "Data Analysis", "Data Analysis": "Data Analysis", "da": "Data Analysis", "pandas": "Pandas", "Pandas": "Pandas", "numpy": "NumPy", "NumPy": "NumPy", "matplotlib": "Matplotlib", "Matplotlib": "Matplotlib", "seaborn": "Seaborn", "Seaborn": "Seaborn", "scikit-learn": "Scikit-learn", "Scikit-learn": "Scikit-learn", "tensorflow": "TensorFlow", "TensorFlow": "TensorFlow", "pytorch": "PyTorch", "PyTorch": "PyTorch", "keras": "Keras", "Keras": "Keras", "xgboost": "XGBoost", "XGBoost": "XGBoost", "lightgbm": "LightGBM", "LightGBM": "LightGBM", "catboost": "CatBoost", "CatBoost": "CatBoost", "spark": "Spark", "Spark": "Spark", "hadoop": "Hadoop", "Hadoop": "Hadoop", "kafka": "Kafka", "Kafka": "Kafka", "airflow": "Airflow", "Airflow": "Airflow", "mlops": "MLOps", "MLOps": "MLOps", "feature stores": "Feature Stores", "Feature Stores": "Feature Stores", "fs": "Feature Stores", "nlp": "NLP", "NLP": "NLP", "computer vision": "Computer Vision", "Computer Vision": "Computer Vision", "cv": "Computer Vision", "opencv": "OpenCV", "OpenCV": "OpenCV", "transformers": "Transformers", "Transformers": "Transformers", "bert": "BERT", "BERT": "BERT", "gpt": "GPT", "GPT": "GPT", "huggingface": "HuggingFace", "HuggingFace": "HuggingFace", "nltk": "NLTK", "NLTK": "NLTK", "spacy": "spaCy", "spaCy": "spaCy", "gensim": "Gensim", "Gensim": "Gensim", "sentence transformers": "Sentence Transformers", "Sentence Transformers": "Sentence Transformers", "st": "Sentence Transformers", "word2vec": "Word2Vec", "Word2Vec": "Word2Vec", "wordvec": "Word2Vec", "android": "Android", "Android": "Android", "ios": "iOS", "iOS": "iOS", "react native": "React Native", "React Native": "React Native", "rn": "React Native", "flutter": "Flutter", "Flutter": "Flutter", "swiftui": "SwiftUI", "SwiftUI": "SwiftUI", "kotlin multiplatform": "Kotlin Multiplatform", "Kotlin Multiplatform": "Kotlin Multiplatform", "km": "Kotlin Multiplatform", "xamarin": "Xamarin", "Xamarin": "Xamarin", "ionic": "Ionic", "Ionic": "Ionic", "cordova": "Cordova", "Cordova": "Cordova", "cybersecurity": "Cybersecurity", "Cybersecurity": "Cybersecurity", "ethical hacking": "Ethical Hacking", "Ethical Hacking": "Ethical Hacking", "eh": "Ethical Hacking", "penetration testing": "Penetration Testing", "Penetration Testing": "Penetration Testing", "pt": "Penetration Testing", "metasploit": "Metasploit", "Metasploit": "Metasploit", "owasp": "OWASP", "OWASP": "OWASP", "siem": "SIEM", "SIEM": "SIEM", "wireshark": "Wireshark", "Wireshark": "Wireshark", "tls/ssl": "TLS/SSL", "TLS/SSL": "TLS/SSL", "vpn": "VPN", "VPN": "VPN", "firewalls": "Firewalls", "Firewalls": "Firewalls", "identity & access management": "Identity & Access Management", "Identity & Access Management": "Identity & Access Management", "iam": "Identity & Access Management", "testing": "Testing", "Testing": "Testing", "selenium": "Selenium", "Selenium": "Selenium", "pytest": "PyTest", "PyTest": "PyTest", "junit": "JUnit", "JUnit": "JUnit", "mocha": "Mocha", "Mocha": "Mocha", "cypress": "Cypress", "Cypress": "Cypress", "jest": "Jest", "Jest": "Jest", "postman": "Postman", "Postman": "Postman", "load testing": "Load Testing", "Load Testing": "Load Testing", "lt": "Load Testing", "test automation": "Test Automation", "Test Automation": "Test Automation", "ta": "Test Automation", "blockchain": "Blockchain", "Blockchain": "Blockchain", "solidity": "Solidity", "Solidity": "Solidity", "ethereum": "Ethereum", "Ethereum": "Ethereum", "smart contracts": "Smart Contracts", "Smart Contracts": "Smart Contracts", "sc": "Smart Contracts", "web3.js": "Web3.js", "Web3.js": "Web3.js", "web.js": "Web3.js", "truffle": "Truffle", "Truffle": "Truffle", "hardhat": "Hardhat", "Hardhat": "Hardhat", "ipfs": "IPFS", "IPFS": "IPFS", "decentralized storage": "Decentralized Storage", "Decentralized Storage": "Decentralized Storage", "tableau": "Tableau", "Tableau": "Tableau", "power bi": "Power BI", "Power BI": "Power BI", "pb": "Protocol Buffers", "looker": "Looker", "Looker": "Looker", "qlik": "Qlik", "Qlik": "Qlik", "excel": "Excel", "Excel": "Excel", "vba": "VBA", "VBA": "VBA", "google data studio": "Google Data Studio", "Google Data Studio": "Google Data Studio", "gds": "Google Data Studio", "unity": "Unity", "Unity": "Unity", "unreal engine": "Unreal Engine", "Unreal Engine": "Unreal Engine", "ue": "Unreal Engine", "game development": "Game Development", "Game Development": "Game Development", "gd": "Graph Databases", "ar": "AR", "AR": "AR", "vr": "VR", "VR": "VR", "blender": "Blender", "Blender": "Blender", "godot": "Godot", "Godot": "Godot", "git": "Git", "Git": "Git", "github": "GitHub", "GitHub": "GitHub", "linux": "Linux", "Linux": "Linux", "bash": "Bash", "Bash": "Bash", "shell scripting": "Shell Scripting", "Shell Scripting": "Shell Scripting", "ss": "Shell Scripting", "powershell": "PowerShell", "PowerShell": "PowerShell", "windows server": "Windows Server", "Windows Server": "Windows Server", "ws": "Windows Server", "microservices": "Microservices", "Microservices": "Microservices", "system design": "System Design", "System Design": "System Design", "sd": "Spatial Databases", "api design": "API Design", "API Design": "API Design", "ad": "Anomaly Detection", "rest api": "REST API", "REST API": "REST API", "ra": "REST API", "graphql": "GraphQL", "GraphQL": "GraphQL", "grpc": "gRPC", "gRPC": "gRPC", "protocol buffers": "Protocol Buffers", "Protocol Buffers": "Protocol Buffers", "service mesh": "Service Mesh", "Service Mesh": "Service Mesh", "sm": "Streaming Media", "event-driven architecture": "Event-driven Architecture", "Event-driven Architecture": "Event-driven Architecture", "a": "Event-driven Architecture", "etl": "ETL", "ETL": "ETL", "data warehousing": "Data Warehousing", "Data Warehousing": "Data Warehousing", "dw": "Data Warehousing", "snowflake": "Snowflake", "Snowflake": "Snowflake", "bigquery": "BigQuery", "BigQuery": "BigQuery", "presto": "Presto", "Presto": "Presto", "flink": "Flink", "Flink": "Flink", "beam": "Beam", "Beam": "Beam", "druid": "Druid", "Druid": "Druid", "hbase": "HBase", "HBase": "HBase", "glue": "Glue", "Glue": "Glue", "crm": "CRM", "CRM": "CRM", "salesforce": "Salesforce", "Salesforce": "Salesforce", "sap": "SAP", "SAP": "SAP", "odoo": "Odoo", "Odoo": "Odoo", "erp concepts": "ERP Concepts", "ERP Concepts": "ERP Concepts", "ec": "Edge Computing", "business analysis": "Business Analysis", "Business Analysis": "Business Analysis", "ba": "Business Analysis", "e-commerce": "E-commerce", "E-commerce": "E-commerce", "shopify": "Shopify", "Shopify": "Shopify", "woocommerce": "WooCommerce", "WooCommerce": "WooCommerce", "magento": "Magento", "Magento": "Magento", "wordpress": "WordPress", "WordPress": "WordPress", "drupal": "Drupal", "Drupal": "Drupal", "logging": "Logging", "Logging": "Logging", "tracing": "Tracing", "Tracing": "Tracing", "opentelemetry": "OpenTelemetry", "OpenTelemetry": "OpenTelemetry", "application performance monitoring": "Application Performance Monitoring", "Application Performance Monitoring": "Application Performance Monitoring", "apm": "Application Performance Monitoring", "rpa": "Robotic Process Automation", "RPA": "RPA", "robotic process automation": "Robotic Process Automation", "Robotic Process Automation": "Robotic Process Automation", "automation testing": "Automation Testing", "Automation Testing": "Automation Testing", "at": "Automation Testing", "ci/cd pipelines": "CI/CD Pipelines", "CI/CD Pipelines": "CI/CD Pipelines", "p": "CI/CD Pipelines", "continuous delivery": "Continuous Delivery", "Continuous Delivery": "Continuous Delivery", "cd": "Compiler Design", "observability": "Observability", "Observability": "Observability", "data visualization": "Data Visualization", "Data Visualization": "Data Visualization", "dv": "Data Visualization", "oauth": "OAuth", "OAuth": "OAuth", "websockets": "WebSockets", "WebSockets": "WebSockets", "edge computing": "Edge Computing", "Edge Computing": "Edge Computing", "container security": "Container Security", "Container Security": "Container Security", "cs": "Container Security", "mobile performance optimization": "Mobile Performance Optimization", "Mobile Performance Optimization": "Mobile Performance Optimization", "mpo": "Mobile Performance Optimization", "accessibility": "Accessibility", "Accessibility": "Accessibility", "localization": "Localization", "Localization": "Localization", "internationalization": "Internationalization", "Internationalization": "Internationalization", "functional programming": "Functional Programming", "Functional Programming": "Functional Programming", "fp": "Functional Programming", "reactive programming": "Reactive Programming", "Reactive Programming": "Reactive Programming", "rp": "Reactive Programming", "concurrency": "Concurrency", "Concurrency": "Concurrency", "parallel programming": "Parallel Programming", "Parallel Programming": "Parallel Programming", "pp": "Parallel Programming", "high performance computing": "High Performance Computing", "High Performance Computing": "High Performance Computing", "hpc": "High Performance Computing", "compiler design": "Compiler Design", "Compiler Design": "Compiler Design", "database indexing": "Database Indexing", "Database Indexing": "Database Indexing", "di": "Database Indexing", "query optimization": "Query Optimization", "Query Optimization": "Query Optimization", "qo": "Query Optimization", "data governance": "Data Governance", "Data Governance": "Data Governance", "dg": "Data Governance", "data lineage": "Data Lineage", "Data Lineage": "Data Lineage", "dl": "Data Lineage", "data catalog": "Data Catalog", "Data Catalog": "Data Catalog", "dc": "Data Catalog", "model serving": "Model Serving", "Model Serving": "Model Serving", "ms": "Model Serving", "reinforcement learning": "Reinforcement Learning", "Reinforcement Learning": "Reinforcement Learning", "rl": "Reinforcement Learning", "gans": "GANs", "GANs": "GANs", "recommendation systems": "Recommendation Systems", "Recommendation Systems": "Recommendation Systems", "rs": "Recommendation Systems", "time series analysis": "Time Series Analysis", "Time Series Analysis": "Time Series Analysis", "tsa": "Time Series Analysis", "anomaly detection": "Anomaly Detection", "Anomaly Detection": "Anomaly Detection", "graph databases": "Graph Databases", "Graph Databases": "Graph Databases", "spatial databases": "Spatial Databases", "Spatial Databases": "Spatial Databases", "geospatial analysis": "Geospatial Analysis", "Geospatial Analysis": "Geospatial Analysis", "ga": "Geospatial Analysis", "telemetry": "Telemetry", "Telemetry": "Telemetry", "chaos engineering": "Chaos Engineering", "Chaos Engineering": "Chaos Engineering", "ce": "Chaos Engineering", "blue-green deployment": "Blue-Green Deployment", "Blue-Green Deployment": "Blue-Green Deployment", "d": "UI/UX Design", "canary releases": "Canary Releases", "Canary Releases": "Canary Releases", "cr": "Canary Releases", "feature flags": "Feature Flags", "Feature Flags": "Feature Flags", "ff": "Feature Flags", "policy as code": "Policy as Code", "Policy as Code": "Policy as Code", "pac": "Policy as Code", "infrastructure as code": "Infrastructure as Code", "Infrastructure as Code": "Infrastructure as Code", "iac": "Infrastructure as Code", "edge ai": "Edge AI", "Edge AI": "Edge AI", "ea": "Explainable AI", "tinyml": "TinyML", "TinyML": "TinyML", "federated learning": "Federated Learning", "Federated Learning": "Federated Learning", "fl": "Federated Learning", "privacy-preserving ml": "Privacy-preserving ML", "Privacy-preserving ML": "Privacy-preserving ML", "m": "Privacy-preserving ML", "differential privacy": "Differential Privacy", "Differential Privacy": "Differential Privacy", "dp": "Differential Privacy", "explainable ai": "Explainable AI", "Explainable AI": "Explainable AI", "model interpretability": "Model Interpretability", "Model Interpretability": "Model Interpretability", "mi": "Model Interpretability", "a/b testing": "A/B Testing", "A/B Testing": "A/B Testing", "t": "A/B Testing", "experimentation": "Experimentation", "Experimentation": "Experimentation", "knowledge graphs": "Knowledge Graphs", "Knowledge Graphs": "Knowledge Graphs", "kg": "Knowledge Graphs", "ontology design": "Ontology Design", "Ontology Design": "Ontology Design", "od": "Ontology Design", "data monetization": "Data Monetization", "Data Monetization": "Data Monetization", "dm": "Data Monetization", "payment gateways": "Payment Gateways", "Payment Gateways": "Payment Gateways", "pg": "Payment Gateways", "pci compliance": "PCI Compliance", "PCI Compliance": "PCI Compliance", "pc": "PCI Compliance", "content delivery networks": "Content Delivery Networks", "Content Delivery Networks": "Content Delivery Networks", "cdn": "CDN", "CDN": "CDN", "image processing": "Image Processing", "Image Processing": "Image Processing", "ip": "Image Processing", "audio processing": "Audio Processing", "Audio Processing": "Audio Processing", "ap": "Audio Processing", "speech recognition": "Speech Recognition", "Speech Recognition": "Speech Recognition", "sr": "Speech Recognition", "signal processing": "Signal Processing", "Signal Processing": "Signal Processing", "sp": "Signal Processing", "spatial audio": "Spatial Audio", "Spatial Audio": "Spatial Audio", "sa": "Spatial Audio", "streaming media": "Streaming Media", "Streaming Media": "Streaming Media", "video encoding": "Video Encoding", "Video Encoding": "Video Encoding", "ve": "Video Encoding", "real-time systems": "Real-time Systems", "Real-time Systems": "Real-time Systems", "s": "Real-time Systems", "web development": "Web Development", "Web Development": "Web Development", "wd": "Web Development", "artificial intelligence": "Artificial Intelligence", "Artificial Intelligence": "Artificial Intelligence", "ai": "Artificial Intelligence", "mobile development": "Mobile Development", "Mobile Development": "Mobile Development", "md": "Mobile Development", "devops": "DevOps", "DevOps": "DevOps", "cloud computing": "Cloud Computing", "Cloud Computing": "Cloud Computing", "cc": "Cloud Computing", "ui/ux design": "UI/UX Design", "UI/UX Design": "UI/UX Design", "blockchain development": "Blockchain Development", "Blockchain Development": "Blockchain Development", "bd": "Big Data", "big data": "Big Data", "Big Data": "Big Data", "robotics": "Robotics", "Robotics": "Robotics" }