AWS Solutions Architect (Associate)
- Introduction to AWS Cloud & Global Infrastructure
- IAM, Accounts, and Security
- Compute (EC2, Lambda, Auto Scaling)
- Storage (S3, EBS, EFS, Glacier)
- Networking (VPC, Route53, Load Balancers)
- Databases (RDS, DynamoDB, Aurora)
- Monitoring (CloudWatch, CloudTrail, Config)
- Cost Optimization (Trusted Advisor, Budgets)
- High Availability & Disaster Recovery Design
- Exam Prep & Mock Tests
Microsoft Azure Administrator
- Azure Fundamentals & Portal
- Identity & Governance (Azure AD, RBAC)
- Networking (VNets, Load Balancers, VPNs)
- Compute (VMs, App Services, AKS)
- Storage (Blob, Files, Tables, Queues)
- Monitoring (Azure Monitor, Log Analytics)
- Security & Compliance
- Cost Management & SLAs
Google Cloud Professional Architect
- GCP Fundamentals & IAM
- Compute Engine, GKE, Cloud Run
- Storage (Cloud Storage, Filestore, Spanner)
- Networking (VPC, Cloud Interconnect, Load Balancers)
- BigQuery & Dataflow
- Security & Compliance
- Cost Optimization in GCP
- Designing Resilient Architectures
FinOps & Practitioner
- Cloud cost visibility
- Showback
- Collaboration Tagging
- Forecasting
- Rightsizing
- Cloud Billing
- Multi-cloud cost tools
- Kubernetes costing
- Automation
Microsoft 365 Administrator
- Introduction to Microsoft 365 & Cloud Concepts
- Identity & Access Management (Azure AD, MFA, Conditional Access)
- Microsoft 365 Apps (Word, Excel, PowerPoint, Outlook, Teams)
- Collaboration Tools (SharePoint, OneDrive, Yammer)
- Security & Compliance (Defender, DLP, Information Protection)
- Device & Endpoint Management (Intune, Autopilot)
- Monitoring & Service Health
- Cost Management & Licensing Models
- High Availability & Business Continuity
- Exam Prep & Mock Tests
Python for AI/ML
- NumPy, Pandas, Matplotlib
- EDA & Feature Engineering
- Python Basics (NumPy, Pandas, Matplotlib)
- Exploratory Data Analysis (EDA)
- Data Preprocessing & Feature Engineering
- Machine Learning Algorithms (Scikit-learn)
- Model Training, Tuning, Evaluation
- Hands-on Projects
Deep Learning & Neural Networks
- Neural Network Fundamentals
- TensorFlow / PyTorch Basics
- CNNs (Image Processing)
- RNNs & LSTMs (Sequence Models)
- Transformers & Attention Mechanisms
- Model Deployment
Generative AI
- LLM Basics & Foundation Models
- Prompt Engineering
- OpenAI / Hugging Face APIs
- Fine-tuning & Custom Models
- AI Agents & Integrations
- Building AI Apps (Chatbots, Text-to-Image, etc.)
Data Science with Python & R
- Data Cleaning & Wrangling
- Statistical Analysis & Probability
- Data Visualization (Matplotlib, ggplot2)
- Machine Learning (Supervised & Unsupervised)
- Time Series Analysis
- Capstone Project
SQL & Power BI for Business Analytics
- SQL Basics & Queries
- Joins, Subqueries, Window Functions
- Stored Procedures & Performance Tuning
- Power BI Dashboard Development
- DAX & Data Modeling
- Business Case Studies
Big Data with Hadoop & Spark
- Hadoop Ecosystem (HDFS, YARN, MapReduce)
- Hive, Pig, Sqoop
- Apache Spark Core, Spark SQL, Spark MLlib
- Real-time Data Processing (Kafka + Spark Streaming)
- Big Data Projects
Docker & Kubernetes
- Containers & Docker Basics
- Docker Compose & Swarm
- Kubernetes Fundamentals
- Pods, Deployments, Services, Ingress
- Helm & Operators
- CI/CD Integration with K8s
CI/CD with Jenkins & GitHub Actions
- Jenkins Pipeline as Code
- GitHub Actions Workflows
- Automated Builds & Testing
- Deployment Strategies (Blue/Green, Canary)
- Security in CI/CD
Infrastructure as Code (Terraform, Ansible)
• IaC Fundamentals
• Terraform Basics, Providers, Modules
• Ansible Playbooks & Roles
• Automating Cloud Infrastructure
• CI/CD with IaC Tools
MERN Stack (MongoDB, Express, React, Node.js)
- JavaScript & ES6+
- Node.js & Express API Development
- MongoDB CRUD & Aggregations
- React Components, Hooks, State Management
- Authentication (JWT, OAuth)
- Full-Stack Capstone Project
Java Spring Boot & Microservices
- Java & Spring Boot Basics
- REST API Development
- Microservices Architecture
- Spring Cloud (Eureka, Config Server, Gateway)
- Dockerizing Java Apps
- CI/CD Integration
Mobile App Development (Flutter / React Native)
- Dart / React Native Fundamentals
- UI Widgets & Navigation
- API Integration & State Management
- Local & Cloud Storage
- Deployment to Play Store / App Store
Blockchain Development with Solidity
- Blockchain Basics (Ethereum, Bitcoin)
- Smart Contracts with Solidity
- Web3.js & ethers.js
- DApps Development (Metamask, Remix)
- Security in Smart Contracts
Linux Administration
- Linux Basics & Shell Scripting
- File Systems, Permissions
- Systemd & Process Management
- Networking in Linux
- Package Management (RPM, APT, YUM)
- Security & Hardening
Automation Testing with Selenium
- Testing Fundamentals
- Selenium WebDriver Basics
- TestNG / JUnit Frameworks
- Page Object Model
- Integration with CI/CD
API Testing with Postman & JMeter
- REST API Basics
- Postman Collections & Automation
- JMeter for Load & Performance Testing
- CI/CD Integration
Agile Testing & TestOps
- Agile & Scrum Basics
- Test Planning in Agile
- TestOps Concepts
- Collaboration Tools (Jira, GitHub)
Internet of Things (IoT)
- IoT Fundamentals & Architecture
- Microcontrollers (Arduino, Raspberry Pi)
- IoT Protocols (MQTT, CoAP)
- Cloud IoT Platforms (AWS IoT, Azure IoT Hub)
- IoT Security & Analytics
Ethical Hacking & Penetration Testing
- Networking & Security Basics
- Footprinting & Reconnaissance
- Scanning Networks & Vulnerability Assessment
- System Hacking & Exploits
- Malware Threats
- Sniffing, Social Engineering, DoS/DDoS
- Web App Hacking (SQL Injection, XSS)
- Wireless Network Hacking
- Cryptography & Steganography
- Penetration Testing Methodology (Red Teaming)
SOC Analyst Training
- Security Operations Center Overview
- Log Analysis & SIEM Tools (Splunk, QRadar, ELK)
- Threat Hunting & Indicators of Compromise (IOC)
- Malware Analysis Basics
- Incident Response Lifecycle
- Ticketing & Escalation Process
- Case Studies: Real SOC Scenarios
CompTIA Security+ / CISSP Prep
- Security Fundamentals & Risk Management
- Network Security & Secure Protocols
- Threats, Attacks & Vulnerabilities
- Identity & Access Management
- Cryptography & PKI
- Security Policies & Compliance
- Governance & Risk Frameworks (CISSP Domain-based)
