Computer Vision Fundamentals with Google Cloud
Master computer vision techniques from basic image classification to advanced CNN models using Google Cloud's machine learning tools.
Master computer vision techniques from basic image classification to advanced CNN models using Google Cloud's machine learning tools.
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Advanced Machine Learning on Google Cloud Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
4.6
(538 ratings)
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What you'll learn
Understand key computer vision concepts and applications
Implement various ML models for image classification
Optimize models using augmentation and transfer learning
Work with Vertex AI for computer vision tasks
Develop custom CNN architectures
Skills you'll gain
This course includes:
3 Hours PreRecorded video
5 quizzes
Access on Mobile, Tablet, Desktop
FullTime access
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Get a Completion Certificate
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There are 7 modules in this course
This comprehensive course covers computer vision fundamentals and implementation using Google Cloud tools. Students learn various approaches from pre-built ML models through AutoML Vision to custom CNN implementations. The curriculum includes hands-on practice with linear models, DNNs, and CNNs while addressing practical challenges like data scarcity and model optimization. Topics include data augmentation, transfer learning, and real-world computer vision applications.
Introduction
Module 1 · 14 Minutes to complete
Introduction to Computer Vision and Pre-built ML Models for Image Classification
Module 2 · 3 Hours to complete
Vertex AI and AutoML Vision on Vertex AI
Module 3 · 2 Hours to complete
Custom Training with Linear, Neural Network and Deep Neural Network models
Module 4 · 6 Hours to complete
Convolutional Neural Networks
Module 5 · 2 Hours to complete
Dealing with Image Data
Module 6 · 3 Hours to complete
Summary
Module 7 · 4 Minutes to complete
Instructor
Empowering Businesses with Expert Training from Google Cloud
The Google Cloud Training team is tasked with developing, delivering, and evaluating training programs that enable our enterprise customers and partners to effectively utilize our products and solutions. Google Cloud empowers millions of organizations to enhance employee capabilities, improve customer service, and innovate for the future using cutting-edge technology built specifically for the cloud. Our products are designed with a focus on security, reliability, and scalability, covering everything from infrastructure to applications, devices, and hardware. Our dedicated teams are committed to helping customers successfully leverage our technologies to drive their success.
Testimonials
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4.6 course rating
538 ratings
Frequently asked questions
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