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https://github.com/hashimthepassionate/career-roadmap-to-success
A comprehensive career roadmap guide for aspiring professionals to achieve success in software engineering, full-stack development, DevOps, and AI model engineering. This section includes detailed timelines, essential skills, and tools needed to excel in each path
https://github.com/hashimthepassionate/career-roadmap-to-success
ai-model-engineering aws azure career-roadmap cloud-computing devops docker full-stack-development git javascript kubernetes learning-path nextjs python react software-engineering tutorial typescript
Last synced: 22 days ago
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A comprehensive career roadmap guide for aspiring professionals to achieve success in software engineering, full-stack development, DevOps, and AI model engineering. This section includes detailed timelines, essential skills, and tools needed to excel in each path
- Host: GitHub
- URL: https://github.com/hashimthepassionate/career-roadmap-to-success
- Owner: HashimThePassionate
- Created: 2024-08-24T13:07:59.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2024-08-24T13:09:46.000Z (4 months ago)
- Last Synced: 2024-12-01T19:07:09.843Z (22 days ago)
- Topics: ai-model-engineering, aws, azure, career-roadmap, cloud-computing, devops, docker, full-stack-development, git, javascript, kubernetes, learning-path, nextjs, python, react, software-engineering, tutorial, typescript
- Homepage:
- Size: 3.91 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# 🌟 **Career Roadmap to Success** 🌟
---
## 🚀 **Become a Senior Software Engineer** 💼
| 🔢 **Skill** | 📝 **Details** | 📅 **Suggested Timeline** |
|--------------------------------------------|----------------------------------------------------------------------|----------------------------|
| 🐍 **Programming Language** | Master Python programming. | 1-2 Months |
| 🛠 **Procedure-Oriented Programming** | Structure programs using functions and procedures. | 1 Month |
| 💻 **Object-Oriented Programming** | Master OOP concepts: classes, inheritance, polymorphism, and encapsulation. | 2-3 Months |
| 🔍 **Type Annotations** | Add type hints to your Python code to improve readability and reduce bugs. | 1 Month |
| 🔄 **Async Programming** | Implement asynchronous code with `asyncio`, `await`, etc. | 1-2 Months |
| 🧵 **Multi-Threading** | Handle concurrent execution with threads and the GIL. | 1 Month |
| 📚 **Data Structures** | Understand data structures: lists, dictionaries, sets, queues, stacks, etc. | 2-3 Months |
| 📊 **Algorithms** | Learn algorithms: sorting, searching, dynamic programming. | 3-4 Months |
| 🧩 **Design Patterns for Software Solutions** | Explore design patterns: Singleton, Factory, Observer, etc. | 2-3 Months |
| 🌱 **Git** | Master version control with Git: branching, merging, rebasing. | 1-2 Months |
| 🛠 **Become a Source Code Contributor in Python** | Contribute to Python's open-source codebase. | Ongoing |
**🕒 Total Estimated Time: 15-22 Months**
---
## 💻 **Become a Full Stack Developer** 🌍
| 🌟 **Skill** | 📝 **Details** | 📅 **Suggested Timeline** |
|--------------------------------------------|----------------------------------------------------------------------|----------------------------|
| 🌐 **JavaScript** | Learn JavaScript for dynamic web development. | 1-2 Months |
| 🌟 **TypeScript** | Add static types to JavaScript using TypeScript. | 1-2 Months |
| ⚛️ **React** | Build user interfaces with React.js. | 2-3 Months |
| 🔄 **Next.js** | Framework for server-rendered React applications. | 1-2 Months |
| 🗄️ **MySQL** | Work with relational databases using MySQL. | 1 Month |
| 🐘 **PostgreSQL** | Advanced relational database management. | 1 Month |
| 📦 **Redis** | Use Redis for in-memory data structure storage. | 1 Month |
| 🚀 **Celery** | Handle asynchronous tasks with Celery. | 1 Month |
| 🐇 **RabbitMQ** | Facilitate messaging between systems with RabbitMQ. | 1 Month |
| 🎛 **Kafka** | Work with distributed streaming using Kafka. | 1-2 Months |
| 🌍 **Django** | Develop high-level web applications with Django. | 2-3 Months |
| 🌐 **Django Rest Framework** | Build RESTful APIs with Django Rest Framework. | 1-2 Months |
| ⚡ **FastAPI** | Build fast APIs with Python 3.6+ using FastAPI. | 1-2 Months |
| 🌱 **Git** | Version control with Git. | 1-2 Months |
| 🌐 **Kong** | Manage APIs with Kong, an open-source API gateway. | 1 Month |
| 🐳 **Docker** | Containerize applications using Docker. | 1-2 Months |
| 🌍 **VPS** | Deploy applications on Virtual Private Servers. | 1 Month |
**🕒 Total Estimated Time: 19-31 Months**
---
## ⚙️ **Become a DevOps Engineer** ⚙️
| 🛠 **Skill** | 📝 **Details** | 📅 **Suggested Timeline** |
|--------------------------------------------|----------------------------------------------------------------------|----------------------------|
| 🐍 **Python** | Scripting and automation with Python. | 1-2 Months |
| 🌱 **Git** | Master version control with Git. | 1-2 Months |
| 🐳 **Docker** | Containerize and deploy applications using Docker. | 1-2 Months |
| 🔄 **Kubernetes Orchestration** | Automate container deployment with Kubernetes. | 2-3 Months |
| 🌐 **Networking** | Learn fundamental networking concepts. | 2-3 Months |
| 💻 **Linux Shelling** | Master the Linux command line. | 2-3 Months |
| ☁️ **AWS** | Cloud computing with Amazon Web Services. | 2-3 Months |
| ☁️ **Azure** | Explore Microsoft Azure for cloud services. | 2-3 Months |
| ☁️ **Digital Ocean** | Deploy on Digital Ocean’s cloud platform. | 1 Month |
| 🛡️ **Nginx (For Enterprise level)** | High-performance HTTP server and reverse proxy with Nginx. | 1-2 Months |
| 📊 **Grafana** | Monitor applications with Grafana. | 1-2 Months |
| 📉 **Prometheus** | Use Prometheus for monitoring and alerting. | 1-2 Months |
**🕒 Total Estimated Time: 18-28 Months**
---
## 🤖 **Become an AI Model Engineer** 🧠
| 🧠 **Skill** | 📝 **Details** | 📅 **Suggested Timeline** |
|--------------------------------------------|----------------------------------------------------------------------|----------------------------|
| 🔬 **Python** | Build AI and ML models with Python. | 1-2 Months |
| 🧑💻 **Data Science Libraries** | Master NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow, and PyTorch. | 2-3 Months |
| 📚 **Machine Learning** | Implement machine learning algorithms. | 2-3 Months |
| 🧠 **Deep Learning** | Explore neural networks, CNNs, RNNs, GANs, and more. | 3-4 Months |
| 🗄️ **Data Engineering** | Manage big data with Hadoop, Spark, etc. | 2-3 Months |
| ☁️ **Model Deployment** | Deploy AI models on AWS or Azure. | 1-2 Months |
| 🧠 **AI Ethics and Fairness** | Understand AI ethics and fairness. | 1 Month |
| 🌐 **MLOps** | Apply DevOps practices to machine learning projects. | 2-3 Months |
| 🌱 **Git** | Version control with Git. | 1-2 Months |
**🕒 Total Estimated Time: 14-23 Months**