AIoT Courses and Certifications

AWS Events

Boosting Infrastructure Safety with Mobile Edge AIoT

Discover a blueprint for implementing data-driven maintenance solutions that increase operational efficiency and improve road, highway, or rail infrastructure safety using Mobile Edge AIoT.

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

Embedded Systems, IoT, and AIoT

1 review

Explore embedded systems, IoT, and AIoT technologies transforming daily life through smart homes, wearables, and intelligent traffic systems in this comprehensive overview.

• Udacity
• 3 hours
• On-Demand
• Paid Course

Conf42

The Transformation of DevOps and InfoSec in AIoT

1 review

Explore the convergence of AI, IoT, DevOps, and InfoSec in AIoT, examining transformations, challenges, and security implications for modern tech landscapes.

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

tinyML

Toward Data-Driven Applications with AIoT Devices

Explore data-driven AIoT applications, model reduction techniques, and meta-learning approaches for enhanced inference accuracy in diverse environments, with real-life examples and future research directions.

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

AIoT Ops - Using Kubernetes and ML Ops to Build Edge ML Applications

Explore AIoT applications using Kubernetes, covering architecture patterns, ML pipelines, and real-time industrial IoT simulations for predictive maintenance with edge computing and TPU accelerators.

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

Meeting Cpp

Simplify IoT/AIoT Development with POCO C++ Libraries and Macchina.io

Craft modular IoT applications with rich web interfaces using POCO C++ Libraries and macchina.io. Integrate sensors, protocols, and cloud services for efficient Linux-based device development.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Video

RIOT

U-TOE: Universal TinyML On-board Evaluation Toolkit for Low-Power AIoT

Explore U-TOE, a universal toolkit for evaluating TinyML on low-power AIoT devices, presented at RIOT Summit 2023.

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

Eclipse Foundation

NEMO - Building the Next Generation Meta Operating System for AIoT Edge-Cloud Computing

Discover how NEMO's meta-operating system revolutionizes AIoT-edge-cloud computing through open-source architecture, bringing AI capabilities closer to data sources while ensuring cyber security and modularity.

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

AIoT Project: Naive Bayes based Smart Lighting

57 ratings at Udemy

A project-based course to build an AIoT system from theory to prototype

• Udemy
• 1 hour 44 minutes
• On-Demand
• Paid Course

tinyML

Using TensorFlow Lite for Microcontrollers for High-Efficiency NN Inference on Ultra-Low Power Processors

Explore TensorFlow Lite for efficient neural network inference on ultra-low power processors, featuring optimizations and demos for embedded AIoT applications.

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

Conf42

Delving Deep into the Intersection of AI and IoT

Explore the convergence of AI and IoT, examining real-world applications, security challenges, and future implications for technology and workforce.

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

BIMSA

Building World Model Intelligence: The Crucial Role of Perception

Explore multimodal sensing's role in building comprehensive world models. Discover advancements in wireless perception, AI model adaptability, and integrated sensing for transformative applications.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Conf42

Global Intelligence Pipeline - Crafting Inference at the Edge

Explore edge AI solutions and global intelligence pipelines for low-latency LLM inference. Learn about real-time processing, AIOT architecture, and overcoming network latency challenges.

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

Eclipse Foundation

Empowering a Connected Intelligent World With OpenHarmony and Oniro

Explore how OpenHarmony and Oniro operating systems enable seamless device connectivity, intelligent data analysis, and secure communication in the evolving AIoT landscape.

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

EDGE AI FOUNDATION

Creating Individualized Solutions for Industrial-Grade and Environmental Problems with TinyML

Discover how to create tailored TinyML solutions for industrial and environmental challenges using cost-effective edge devices and individualized machine learning approaches.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video