Computer Vision Fundamentals with Google Cloud

via Pluralsight

Overview

Explore the realm of computer vision and machine learning with the "Computer Vision Fundamentals with Google Cloud" course, offered through Pluralsight. This course delves into various computer vision applications and presents a comprehensive overview of machine learning strategies designed to tackle these scenarios. Participants will learn how to leverage pre-built ML models, utilize pre-built ML APIs, and AutoML Vision, as well as how to construct custom image classifiers employing linear models, deep neural networks (DNNs), or convolutional neural networks (CNNs).

The curriculum emphasizes enhancing model accuracy through techniques such as augmentation, feature extraction, and hyper-parameter fine-tuning, all the while aiming to prevent overfitting. Additionally, the course addresses common practical challenges, such as dealing with insufficient data and integrating the latest research findings into model development. Through hands-on lab sessions, learners will gain valuable experience building and fine-tuning their image classification models using diverse public datasets. Enroll now to sharpen your skills in machine learning and computer vision, with this course categorized under Machine Learning Courses, Computer Vision Courses, and Image Classification Courses.