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[AI] Build a Object Recognition App with Python & Angular

Build AI web apps with FastAPI & Angular! Learn Python & Machine Learning for developers. Practical skills for modern web development.

4.8(12)
2,040students
3h 5m
Certificate
Alex Bakker
Alex BakkerFull Stack & AI Developer

Course Content

[AI] Build a Object Recognition App with Python & Angular is an all-levels Udemy course taught by Alex Bakker. It runs 3h 5m, is taught in English, and includes a certificate of completion. Learners rate it 4.8 out of 5 from 12 reviews, with 2,040 students enrolled. It is a paid course, last updated November 2024.

Build AI-Powered Web Apps with Python & Angular

Unlock the power of artificial intelligence and machine learning by creating cutting-edge web applications! This comprehensive course, "[AI] Create a Object Recognition Web App with Python & Angular," is designed for developers ready to integrate AI into their projects. Learn to develop a full-stack object recognition web app using the latest technologies.

Key Skills You'll Master:

  • Machine Learning with Python: Gain a solid foundation in machine learning and computer vision fundamentals, essential for object recognition.
  • Object Recognition: Develop and train custom object recognition models using TensorFlow. Learn data preparation, neural network design, and model evaluation.
  • FastAPI for Backend Development: Build efficient and scalable REST APIs with Python and FastAPI to power your application. Cover request handling, data validation, and asynchronous programming.
  • Angular Frontend Development: Create a dynamic and responsive user interface with Angular and TypeScript. Learn component creation, state management with services and observables, and real-time updates.
  • Full-Stack Development: Combine backend and frontend skills to build a complete AI-powered web application.

Course Highlights:

  • Hands-on Project: Build a fully functional object recognition web app from start to finish.
  • TensorFlow Integration: Work extensively with TensorFlow for model building and training.
  • Angular & TypeScript Expertise: Develop a robust and scalable frontend with Angular.
  • REST API Development: Learn to create efficient APIs using FastAPI.
  • Best Practices: Understand code organization, project structure, and deployment strategies.
  • Modular Architecture: Explore Angular's modular design for maintainable applications.
  • Deployment Insights: Gain knowledge on deploying AI models for scalability and performance.

Important Note: This course is part of a two-part series. You'll build the same app using both Angular and React. Choose the frontend framework that best suits your needs!

Whether you're an experienced developer or an AI enthusiast, this course provides the practical skills to build sophisticated AI applications on the web. Ready to bring machine learning models to life? Start building your AI-powered future today!

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