Welcome to the “Deploying a Pytorch Computer Vision Model API to Heroku” guided project. This intermediate Python project is designed for individuals interested in productionizing PyTorch computer vision models via a REST API on Heroku. The course covers:
Participants are required to have prior knowledge of building and training PyTorch models, using Git, and understanding REST APIs. Familiarity with the Python Flask module and the Postman API Platform is also beneficial. By the end of the project, learners will have a publicly available API to showcase their expertise in deploying computer vision models.
Certificate Available ✔
Get Started / More InfoRecommender Systems Specialization provides a comprehensive understanding of building and evaluating recommender systems for various applications.
Learners will acquire the essential skills for extracting, cleaning, and preparing diverse data sources for NLP processes in this course.
In this practical project, you will learn to train models using Pycaret in Python to predict time series data, including advanced ensemble techniques.
Build a customer chatbot using Vertex AI in this 1-hour project-based course.