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Foundations of Machine Learning

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Deep Learning with TensorFlow & Keras

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Natural Language Processing (NLP) with Transformers

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Generative AI & Large Language Models (LLMs)

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Computer Vision with OpenCV & PyTorch

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MLOps: Machine Learning Operations & Deployment

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Ethical AI & AI Governance

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AWS Cloud Solutions Architect - Associate

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Microsoft Azure Developer Associate

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Google Cloud Platform (GCP) Professional Data Engineer

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Containerization with Docker & Podman

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Kubernetes Fundamentals for Cloud-Native Applications

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Serverless Computing with AWS Lambda/Azure Functions/GCP Cloud Functions

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Cloud Security Best Practices & Compliance

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Certified Ethical Hacker (CEH) Prep Course

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Cybersecurity Fundamentals & Threat Intelligence

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Network Security & Intrusion Detection Systems (IDS/IPS)

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Application Security (AppSec) & Secure Coding Practices

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Cloud Security Architecture & Operations

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Incident Response & Digital Forensics

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Identity & Access Management (IAM) & Zero Trust Security

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Microservices Architecture & API Design

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Real-time Applications with WebSockets & Event Streaming (Kafka/RabbitMQ)

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Distributed Systems & Concurrency Patterns

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Performance Optimization & Scalability Engineering

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DevOps & CI/CD Pipelines with GitLab/GitHub Actions

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Full-Stack Development with Modern Stacks (e.g., MERN/MEAN/Next.js)

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Domain-Driven Design (DDD) & Clean Architecture

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Data Warehousing & ETL/ELT with Modern Tools (e.g., Snowflake, Databricks)

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Spark for Big Data Processing

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Stream Processing with Apache Kafka & Flink

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NoSQL Databases (MongoDB, Cassandra, Redis)

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Data Lake Architecture & Management

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Data Governance, Quality & MDM (Master Data Management)

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Data Orchestration & Workflow Management (Airflow/Prefect)

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Blockchain Development with Ethereum & Solidity

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Quantum Computing Fundamentals & Qiskit

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Edge Computing & IoT Application Development

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Augmented Reality (AR) & Virtual Reality (VR) Development (Unity/Unreal Engine)

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Robotics Process Automation (RPA) with UiPath/Automation Anywhere)

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Low-Code/No-Code Development Platforms (e.g., Bubble, Retool, Microsoft Power Apps)

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Green Technology & Sustainable Computing

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