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- Software Development Life Cycle (SDLC)
- Requirements Engineering
- System Design
- Object-Oriented Programming (OOP)
- Functional Programming
- Design Patterns
- Algorithms & Data Structures
- Software Architecture
- Testing & Debugging
- Code Review
- Documentation
- Programming Languages
- Cloud & Infrastructure
- Edge Computing
- Blockchain Development
- Internet of Things (IoT) Software
- Quantum Computing (early research stage)
- MLOps / AIOps
- Big Data Analytics
- Data Engineering
- Data Science
- Data Lake
- Data Warehouse
- ETL (Extract, Transform, Load)
- Data Pipeline
- Data Governance
- Data Quality
- Data Security
- Big Data Frameworks & Tools
- Apache Spark
- MapReduce
- HDFS (Hadoop Distributed File System)
- Streaming & Real-time Processing
- Apache Kafka
- Apache Storm
- Apache Flink
- Performance Testing
- Behavior-Driven Development
- Selenium / Cypress / Playwright
- Integration Testing
- System Testing
- Test-Driven Development
- Visual Studio Code / IntelliJ /
- Postman / Swagger (API Testing)
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- Graph Databases
- Cloud Databases
- Testing & Quality Assurance
- Unit Testing
- Integration Testing
- System Testing
- Test-Driven Development
- Machine Learning & AI in Big Data
- Predictive Analytics
- Deep Learning
- MLlib (Spark Machine Learning)
- Natural Language Processing (NLP)
- Model Deployment (MLOps)
- Predictive Analytics
- Natural Language Processing (NLP)
- Deep Learning
- TensorFlow
- PyTorch
- Scikit-learn
- MLlib (Spark)
- Feature Engineering
- Model Deployment (MLOps)
- Unit Testing
- Programming & Querying
- Shell Scripting (Bash)
- Cloud Big Data Services
- Real-time Data Processing
- Event-driven Architecture
- Databases & Storage
- Emerging Areas
- Machine Learning Engineering
- API Security
- Security & Best Practices
- Secure Coding
- Databases
- Relational Databases
- NoSQL (MongoDB, Cassandra, CouchDB, DynamoDB, Redis)
- Graph Databases
- Cloud Databases
- Testing & Quality Assurance
- Docker / Kubernetes
- Jenkins / Travis CI / CircleCI
- JIRA / Trello / Asana
- Deep Learning
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