Computer Science Roadmaps

Master core Computer Science domains with these complete step-by-step career guides.

1. App Developer Roadmap

Mobile applications (Android, iOS & Cross-Platform) build karne ka complete path.

  • Core Basics: Programming Fundamentals, Data Structures, OOPs concepts.
  • Android Native: Kotlin, Android Studio, Jetpack Compose, XML layouts.
  • iOS Native: Swift language, Xcode IDE, SwiftUI framework.
  • Cross-Platform Options: Flutter (Dart) ya React Native (JavaScript/TypeScript).
  • Integrations: REST APIs integration, Firebase, Push Notifications, Local Storage (SQLite/Room).

2. AI / ML Engineer Roadmap

Intelligent algorithms, predictive models, aur Neural Networks create karne ka roadmap.

  • Math Foundations: Linear Algebra, Calculus, Probability & Statistics.
  • Programming: Python (Core & Advanced), Object-Oriented Programming.
  • Data & ML Libraries: NumPy, Pandas, Matplotlib, Scikit-Learn.
  • Deep Learning: Neural Networks, TensorFlow, PyTorch, Keras.
  • Specializations: Natural Language Processing (NLP), Computer Vision (OpenCV), LLMs & GenAI.

3. Data Scientist Roadmap

Complex data se insights extract karne aur business decisions ke liye data models banane ka roadmap.

  • Languages & SQL: Python / R Programming, Advanced SQL queries.
  • Data Wrangling & Analysis: Data Cleaning, Exploratory Data Analysis (EDA), Feature Engineering.
  • Data Visualization: Tableau, Power BI, Seaborn, Plotly.
  • Statistical Modeling: Hypothesis Testing, Regression Models, Classification Algorithms.
  • Big Data Tools: Apache Spark, Hadoop, Cloud Data Warehouses (Snowflake/BigQuery).

4. Cybersecurity Roadmap

Networks, servers, aur application data ko cyber attacks se protect karne ka complete pathway.

  • Computer Networks: TCP/IP, OSI Model, Subnetting, Firewalls, Routers & VPNs.
  • Operating Systems: Linux (Command Line & Administration), Windows Security.
  • Ethical Hacking: Vulnerability Assessment, Penetration Testing, Nmap, Metasploit, Burp Suite.
  • Defensive Security: SIEM tools, SOC operations, Incident Response, Cryptography basics.
  • Certifications: CompTIA Security+, CEH (Certified Ethical Hacker), OSCP.

5. Cloud / DevOps Engineer Roadmap

Software deployment pipelines automate karna aur cloud infrastructure manage karna.

  • OS & Scripting: Linux Administration, Bash Scripting, Python.
  • Cloud Platforms: AWS (Amazon Web Services), Microsoft Azure, ya Google Cloud (GCP).
  • CI/CD Pipelines: Jenkins, GitHub Actions, GitLab CI.
  • Containerization & Orchestration: Docker, Kubernetes (K8s).
  • Infrastructure as Code (IaC): Terraform, Ansible, CloudFormation.

6. Game Developer Roadmap

2D/3D video games design aur develop karne ka interactive roadmap.

  • Programming Core: C# (Unity ke liye) ya C++ (Unreal Engine ke liye).
  • Game Engines: Unity Engine ya Unreal Engine (UE5).
  • Game Physics & Math: 2D/3D Vectors, Trigonometry, Collision Detection, Rigidbodies.
  • Graphics & Assets: 3D Modeling basics (Blender), Textures, Shaders, Lighting.
  • Game Logic: State Machines, AI pathfinding (NavMesh), Sound FX, UI integration.
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