Forwarded from Web Developement
Tech Stack Roadmaps by Career Path 🛣️
What to learn depending on the job you’re aiming for 👇
1. Frontend Developer
❯ HTML, CSS, JavaScript
❯ Git & GitHub
❯ React / Vue / Angular
❯ Responsive Design
❯ Tailwind / Bootstrap
❯ REST APIs
❯ TypeScript (Bonus)
❯ Testing (Jest, Cypress)
❯ Deployment (Netlify, Vercel)
2. Backend Developer
❯ Any language (Node.js, Python, Java, Go)
❯ Git & GitHub
❯ REST APIs & JSON
❯ Databases (SQL & NoSQL)
❯ Authentication & Security
❯ Docker & CI/CD Basics
❯ Unit Testing
❯ Frameworks (Express, Django, Spring Boot)
❯ Deployment (Render, Railway, AWS)
3. Full-Stack Developer
❯ Everything from Frontend + Backend
❯ MVC Architecture
❯ API Integration
❯ State Management (Redux, Context API)
❯ Deployment Pipelines
❯ Git Workflows (PRs, Branching)
4. Data Analyst
❯ Excel, SQL
❯ Python (Pandas, NumPy)
❯ Data Visualization (Matplotlib, Seaborn)
❯ Power BI / Tableau
❯ Statistics & EDA
❯ Jupyter Notebooks
❯ Business Acumen
5. DevOps Engineer
❯ Linux & Shell Scripting
❯ Git & GitHub
❯ Docker & Kubernetes
❯ CI/CD Tools (Jenkins, GitHub Actions)
❯ Cloud (AWS, GCP, Azure)
❯ Monitoring (Prometheus, Grafana)
❯ IaC (Terraform, Ansible)
6. Machine Learning Engineer
❯ Python + Math (Linear Algebra, Stats)
❯ Scikit-learn, Pandas, NumPy
❯ Deep Learning (TensorFlow/PyTorch)
❯ ML Lifecycle (Train, Tune, Deploy)
❯ Model Evaluation
❯ MLOps (MLflow, Docker, FastAPI)
React with ❤️ if you found this helpful — content like this is rare to find on the internet!
Credits: https://t.me/lesformations
ENJOY LEARNING 👍👍
What to learn depending on the job you’re aiming for 👇
1. Frontend Developer
❯ HTML, CSS, JavaScript
❯ Git & GitHub
❯ React / Vue / Angular
❯ Responsive Design
❯ Tailwind / Bootstrap
❯ REST APIs
❯ TypeScript (Bonus)
❯ Testing (Jest, Cypress)
❯ Deployment (Netlify, Vercel)
2. Backend Developer
❯ Any language (Node.js, Python, Java, Go)
❯ Git & GitHub
❯ REST APIs & JSON
❯ Databases (SQL & NoSQL)
❯ Authentication & Security
❯ Docker & CI/CD Basics
❯ Unit Testing
❯ Frameworks (Express, Django, Spring Boot)
❯ Deployment (Render, Railway, AWS)
3. Full-Stack Developer
❯ Everything from Frontend + Backend
❯ MVC Architecture
❯ API Integration
❯ State Management (Redux, Context API)
❯ Deployment Pipelines
❯ Git Workflows (PRs, Branching)
4. Data Analyst
❯ Excel, SQL
❯ Python (Pandas, NumPy)
❯ Data Visualization (Matplotlib, Seaborn)
❯ Power BI / Tableau
❯ Statistics & EDA
❯ Jupyter Notebooks
❯ Business Acumen
5. DevOps Engineer
❯ Linux & Shell Scripting
❯ Git & GitHub
❯ Docker & Kubernetes
❯ CI/CD Tools (Jenkins, GitHub Actions)
❯ Cloud (AWS, GCP, Azure)
❯ Monitoring (Prometheus, Grafana)
❯ IaC (Terraform, Ansible)
6. Machine Learning Engineer
❯ Python + Math (Linear Algebra, Stats)
❯ Scikit-learn, Pandas, NumPy
❯ Deep Learning (TensorFlow/PyTorch)
❯ ML Lifecycle (Train, Tune, Deploy)
❯ Model Evaluation
❯ MLOps (MLflow, Docker, FastAPI)
React with ❤️ if you found this helpful — content like this is rare to find on the internet!
Credits: https://t.me/lesformations
ENJOY LEARNING 👍👍
Telegram
LES FORMATIONS 🇫🇷
🌐📚 Découvrez des ressources, des conseils et des recommandations sur des formations variées, allant de la programmation au marketing et plus encore.
Faire une publicité sur la chaine : https://telega.io/c/lesformations
Faire une publicité sur la chaine : https://telega.io/c/lesformations
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Forwarded from Artificial intelligence and Machine Learning
🔅 Hands-On PyTorch Machine Learning
🌐 Author: Helen Sun
🔰 Level: Intermediate
⏰ Duration: 56m
📗 Topics: PyTorch, Machine Learning
📤 Join Artificial intelligence for more courses
🌐 Author: Helen Sun
🔰 Level: Intermediate
⏰ Duration: 56m
🌀 Discover the fundamentals of creating machine learning models with PyTorch, the open-source machine learning framework.
📗 Topics: PyTorch, Machine Learning
📤 Join Artificial intelligence for more courses
Forwarded from Learning Programming
🔅 Postman: The Complete Guide - REST API Testing
⭐️ Bestseller
🌟 4.7 - 20932 votes 💰 Original Price: $74.99
🔊 Taught By: Valentin Despa, Valentin Despa - Support
📤 Download Full Course
⭐️ Bestseller
🌟 4.7 - 20932 votes 💰 Original Price: $74.99
📖 Postman API testing for manual and automated tests. Automate with Newman, GitLab, Jenkins or any other CI tool.
🔊 Taught By: Valentin Despa, Valentin Despa - Support
📤 Download Full Course
❤2
Forwarded from Learning Programming
🎨 NEW CHANNEL AVAILABLE!
Do you do video editing, visual design, or just want to improve your graphic design?
This channel is made for you 💥
📦 You will find there:
🖌️ Professional templates (Canva, Photoshop, After Effects...)
🎬 Resources for video editing and animation
📸 Packs for photo editing and network content
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✨ Whether you're a beginner or an experienced creator, you'll love it.
🎁 And the best part? Everything is FREE!
👉 Join the channel now:
@theformations
(and remember to share with a creative friend! 👥)
Do you do video editing, visual design, or just want to improve your graphic design?
This channel is made for you 💥
📦 You will find there:
🖌️ Professional templates (Canva, Photoshop, After Effects...)
🎬 Resources for video editing and animation
📸 Packs for photo editing and network content
🧰 Plugins, mockups, presets, sound banks & more!
✨ Whether you're a beginner or an experienced creator, you'll love it.
🎁 And the best part? Everything is FREE!
👉 Join the channel now:
@theformations
(and remember to share with a creative friend! 👥)
❤2👍1