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Select Your Certification Track
Scala Functional Programming
Validate your knowledge of pure functions, referential transparency, ADTs, structural pattern matching, typeclasses, monads, and recursion.
Scala Ecosystem & Libraries
Demonstrate your understanding of standard libraries including Cats, Cats Effect, ZIO, Http4s, Circe, Slick, Doobie, and Pekko Streams.
Architecting Scala Web Apps
Prove expertise in serverless Scala (AWS Lambda/GraalVM), GCP, microservices, gRPC, backpressure streams, and synchronous vs asynchronous communication patterns.
Haskell Functional Programming
Validate your knowledge of pure functions, lazy evaluation, Monads (Maybe, Either, IO), Applicative Functors, pattern matching, and typeclasses.
Clojure & Lisp Programming
Demonstrate your understanding of Lisp syntax, dynamic macros, immutable persistent data structures, atoms, refs, agents, and STM (Software Transactional Memory).
Modern Java & Concurrency
Validate JVM memory models, garbage collection, concurrency primitives, synchronized/volatile, ForkJoinPool, CompletableFuture, and Java 21 Virtual Threads.
Go Programming & Concurrency
Prove expertise in Go interfaces, slices, maps, error handling, goroutines, buffered/unbuffered channels, select statement, and sync primitives (Mutex, WaitGroup).
Node.js Backend & APIs
Validate knowledge of the V8 event loop, asynchronous task scheduling (nextTick/setImmediate), Buffer allocation, streams & backpressure, cluster modules, and Express middlewares.
Relational Databases & SQL Mastery
Prove mastery of ACID transactions, normalization, JOIN execution, indexes (B-Tree/Hash), window functions, CTEs, execution plans, and transaction isolation levels.
Microservices & Web Architecture
Validate expertise in distributed systems (CAP Theorem), microservices patterns, load balancing, API gateways, event-driven EDA, CQRS/Event Sourcing, and rate limiting.
AI Agents & LLM Architecture
Prove mastery of agentic loops (ReAct), multi-agent orchestration, RAG pipelines, fine-tuning configurations (LoRA/QLoRA), and self-reflection workflows.
AI Video Generation Technologies
Demonstrate knowledge of spatio-temporal Diffusion Transformers (DiT), and comparative tradeoffs across Kling, Seadance, Google Veo, and WAN 2.1.
Agile Project Management & Scrum
Prove competency in Agile values, Scrum framework (roles, events, artifacts), team self-management, estimation (story points), metrics, and Kanban.
Python Programming & Scripting
Prove expertise in Python data types, list comprehensions, decorators, context managers, MRO, dunder methods, asyncio, and the GIL constraint.
C System Programming
Validate your knowledge of pointers, dynamic memory allocation (malloc/free), struct alignment, preprocessor macros, and UNIX system calls (fork/mmap).
C++ Object-Oriented & Templates
Prove mastery of C++ RAII resource management, smart pointers, move semantics, vtables, template metaprogramming (SFINAE), and C++20 concepts.
Manual QA & Software Testing
Validate your knowledge of testing methodologies (black-box, exploratory), bug lifecycle states, test scenario design, boundary value analysis, and regression suites.
GCP Cloud Architecture
Prove expertise in Google Cloud architectures, GKE, Cloud Spanner, Pub/Sub, IAM policies, Shared VPCs, Cloud Operations, and Cloud Run serverless hosting.
AWS Cloud Architecture
Validate your knowledge of Amazon Web Services, EC2, IAM roles, SQS/SNS, DynamoDB, VPC subnets, AWS Lambda, CloudFormation, and CloudFront caching.
Salesforce Apex & LWC Development
Validate your expertise in Salesforce customization: Apex syntax and triggers, SOQL querying, Lightning Web Components (LWC), governor limits, and developer tools.
PHP Programming & Web Development
Validate your knowledge of PHP: syntax and types, object-oriented PHP, PDO database abstraction, Composer dependency management, security best practices, and PHP 8+ modern features.
Scala Functional Programming
Question 1 of 30
Certification Attempt Failed
To pass, at least 71% of the questions (22 out of 30) must be answered correctly. Let's learn from your mistakes and try again!
Topic Explanation & Study Guide
Congratulations, Certified Professional!
You answered all 30 questions correctly and passed the examination process.