Enroll Course: https://www.udemy.com/course/python-programming-build-a-recommendation-engine-in-django/
If you’re looking to expand your web development skills into the realm of machine learning and recommendation systems, the Udemy course ‘Python Programming: Build a Recommendation Engine in Django’ is an excellent choice. This course guides you through creating a scalable movie recommendation platform using Django, Python, and advanced machine learning techniques like collaborative filtering. One of the standout features is how it leverages the MovieLens dataset, loaded into a SQL database for more robust data management, rather than relying on simple CSV files. You’ll learn to implement batch processing with Celery, a powerful background task scheduler, enabling your system to recommend movies to thousands of users efficiently. The course also introduces HTMX, allowing dynamic content updates without full page reloads, creating a seamless user experience reminiscent of modern web applications. By the end of this course, you’ll have built a comprehensive recommendation engine that integrates web development, database management, machine learning, and asynchronous task scheduling — a valuable skill set for any aspiring full-stack developer or data scientist. Highly recommended for those with some experience in Python, Django, and basic machine learning principles looking to build real-world, scalable AI-driven web applications.
Enroll Course: https://www.udemy.com/course/python-programming-build-a-recommendation-engine-in-django/