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Computer Vision (CV) Courses and Certificates

Table of Contents (CoT) - Overview - Free courses: - Lectures - Academia: - Advanced Certification: - References

Overview

Some relevant courses and certifications that can help you build your skills and credentials as Computer Vision Engineer.

Free courses:

Course Year Price
Computer Vision with OpenCV Python Official OpenCV Course - 2H // Notes: Computer-Vision-OpenCV-Python-Free-Course-Udemy - @afondiel - 2023 - Free
Computer Vision 4H - Kaggle // Notes: Computer-Vision-Kaggle-Free-Course - Kaggle - @afondiel - 2023 - Free
Computer Vision applied Deep learning for Self-driving Cars - @afondiel - 2021 - Free
Visual Perception for Self-Driving Cars - U of T // Notes: Visual Perception For Self-Driving Cars - @afondiel - 2023 - Free
Self-Driving-Cars-Perception-and-Deep-Learning-Free-Course-freeCodeCamp - @afondiel - 2024 - Free
Computer Vision and OpenCV Tutorial in C++ - @Nicolai Nielsen - 2020 - Free

Lectures - Academia:

Course Year Price
CS231n: Deep Learning for Computer Vision - Stanford University - Free
University of Michigan EECS 498.008 / 598.008: Deep Learning for Computer Vision - University of Michigan - Free

Advanced Certification:

Certification Description
Deep Learning Specialization by Andrew Ng (Coursera) Comprehensive introduction to deep learning fundamentals
TensorFlow Developer Certificate (Google) Validates basic skills in building models with TensorFlow
Computer Vision and Image Analysis Certificate (Microsoft) Covers basics of CV using Azure Cognitive Services
Computer Vision Nanodegree (Udacity) Project-based course covering core CV techniques
PyTorch Developer Nanodegree (Udacity) Focuses on deep learning with PyTorch, including CV applications
IBM AI Engineering Professional Certificate (Coursera) Broad AI course with CV components
Advanced Computer Vision with TensorFlow (Coursera) Deeper dive into CV techniques using TensorFlow
OpenCV Courses and Certifications Practical skills in using OpenCV library for CV tasks
Nvidia Deep Learning Institute Certifications Specialized training in deep learning for CV, often using Nvidia tools
AWS Machine Learning Specialty Certification Broad ML certification with CV components, focused on cloud implementation
  • Source: Anthropics' Claude 3.5 Sonnet.

[!NOTE] Remember that while these courses and certifications can be valuable for learning and demonstrating skills, practical experience and a strong project portfolio are often more important to employers in the field of computer vision.

References