Image Recognition Courses and Certifications

Open Data Science

The Software GPU - Making Inference Scale in the Real World

Discover how to achieve GPU-level performance for deep learning inference using only software on commodity CPUs, challenging conventional wisdom and offering a cost-effective, flexible solution for scaling AI models.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Nvidia

Embedded Deep Learning with NVIDIA Jetson

Learn to develop AI and computer vision applications using NVIDIA's deep learning tools. Explore neural network primitives, real-time solutions, and training workflows for intelligent robots and drones on the Jetson Embedded Platform.

• YouTube
• 1 hour
• On-Demand
• Free Video

DroneBot Workshop

Pixy2 Camera - Image Recognition for Arduino & Raspberry Pi

Explore Pixy2, a smart camera for Arduino and Raspberry Pi projects. Learn setup, training, and coding for object detection, line tracking, and barcode reading.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Meta

Analysis of Large-Scale Visual Recognition - Bay Area Vision Meeting

Explore large-scale visual recognition challenges, focusing on IMAGENET competitions, object classification, localization techniques, and advancements in computer vision for diverse object classes.

• YouTube
• 40 minutes
• On-Demand
• Free Video

tinyML

State of the TinyAutoML Market - Keynote

Explore the emerging tinyAutoML market, its challenges, opportunities, and potential impact on IoT and edge computing. Gain insights from industry experts on automating tiny machine learning applications.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Use Azure Custom Vision to Repurpose the Lunar Rover

Learn to build an image classifier using Azure Custom Vision to identify objects in images, with hands-on training and testing of an AI model for practical applications.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Microcredential

Advance Your Skills in Deep Learning and Neural Networks

The hottest new frontier in the universe of AI and machine learning is in deep learning and neural networks. This learning path is your entryway into the tools, concepts, and finer points of computer vision, natural language processing, and more.

• LinkedIn Learning
• On-Demand
• Free Trial Available
• 9 courses

USENIX Enigma Conference

Some Thoughts on Deep Learning and Infosec - Jeremy Howard - USENIX Enigma - 2018

Exploring the potential of deep learning in infosec, challenging misconceptions and highlighting untapped opportunities for practical applications in cybersecurity.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk

Cooper

Machine Duping - Pwning Deep Learning Systems

Explore vulnerabilities in deep learning systems and learn techniques to manipulate image recognition, speech recognition, and phishing detection through practical demonstrations and attack methodologies.

• YouTube
• 38 minutes
• On-Demand
• Conference Talk

APS Physics

Physics Matters - In Artificial Intelligence - Natural and Artificial Cognition

Explore natural and artificial cognition, machine learning, and computer vision applications in healthcare, research, and autonomous vehicles with Professor Kalle Åström.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Video

APS Physics

Tensor Networks and Neural Network States - From Chiral Topological Order to Image Classification

Explore neural networks in quantum physics and image recognition, bridging manybody physics with machine learning for innovative applications in various fields.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

Neuroscience and Artificial Intelligence Need Each Other

Exploring the symbiotic relationship between neuroscience and AI, highlighting how brain imaging and machine learning advance our understanding of cognition and improve AI algorithms for visual recognition tasks.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

Derek Banas

Convolutional Neural Networks with TensorFlow 2022

Comprehensive live-coding tutorial on Convolutional Neural Networks using TensorFlow, covering data preparation, model architecture, optimization techniques, and practical applications in image recognition and object detection.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

TED

How We Teach Computers to Understand Pictures

Explore the cutting-edge of computer vision as Fei-Fei Li discusses teaching machines to interpret images, showcasing a 15-million-photo database and future possibilities in artificial intelligence.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

Strange Loop Conference

Machine Learning Failures - For Art

Explore hilarious machine learning failures in art, from cookie recipes to pony classification, and learn how to deliberately create amusing AI mistakes.

• YouTube
• 39 minutes
• On-Demand
• Conference Talk