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IOT News
Medium
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IoT for Industrial Wastewater Quality Monitoring
- The Internet of Things (IoT) enables effective and efficient remote management and operations for industrial wastewater quality monitoring.
- SPARING integrates sensors, communication technology, and cloud-based IoT platform to provide accurate and real-time data on wastewater quality.
- Advanced sensors measure critical wastewater parameters and utilize techniques like UV-Vis Spectrophotometry and Ion Selective Electrodes.
- SPARING uses GSM for widespread and reliable data transmission and offers a user-friendly dashboard for real-time monitoring and compliance support.
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Hyperedge
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Build a Hugging Face text classification model in Amazon SageMaker JumpStart
- Amazon SageMaker JumpStart provides a suite of built-in algorithms, pre-trained models, and pre-built solution templates to help data scientists and machine learning (ML) practitioners get started on training and deploying ML models quickly.
- This post introduces using the text classification and fill-mask models available on Hugging Face in SageMaker JumpStart for text classification on a custom dataset.
- The following is an example of a JSON format response: accept: application/json;verbose
- You can run inference on the text classification model by passing the model_id in the environment variable while creating the object of the Model class.
- You can fine-tune each of the pre-trained fill-mask or text classification models to any given dataset made up of text sentences with any number of classes.
- For this use case, we provide SST2 as a default dataset for fine-tuning the models. The dataset contains positive and negative movie reviews.
- SageMaker JumpStart supports the fine-tuning of any pre-trained fill-mask or text classification Hugging Face model.
- If the goal of inference is to generate predictions from a trained model on a large dataset where minimizing latency isn’t a concern, then the batch inference functionality may be most straightforward, more scalable, and more appropriate.
- In this post, we discussed the SageMaker Hugging Face text classification algorithm.
- Lastly, we used batch inference to run inference on large datasets.
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Hyperedge
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This Arduino-controlled machine dispenses the perfect bowl of cereal
- Engineering Dads have built a cereal and milk dispensing machine controlled by an Arduino UNO Rev3-based circuit.
- The machine allows users to adjust the milk:cereal ratio by turning a dial and controlling the cereal quantity by lifting the hopper chute door to a specific height.
- The machine reads the voltage from a potentiometer to determine the milk-dispensing time and triggers the milk pump when a change from the photoresistor is detected.
- The hopper and electronics enclosure were 3D-printed, with the prints coated in epoxy for improved food safety.
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Currentanalysis
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Lower Emissions, Circularity, and Repurposing Street Furniture for Sustainability in the UK
- Virgin Media O2 reports significant direct carbon emissions reductions, climate-related efficiencies through smart meters, and progress in the circular economy with device refurbishment and reuse.
- BT’s trial of repurposed street cabinets for vehicle charging adds to initiatives and innovations that illustrate potential power of action by tech companies and customers.
- Virgin Media O2 has reduced carbon emissions by 23% year-on-year and aims to cut emissions by 60% by 2025. They have also prevented almost 60 million tons of carbon emissions through services like smart metering.
- BT Group has launched a pilot program to offer EV charging from street cabinets, potentially helping to alleviate range anxiety and promote EV adoption.
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Hyperedge
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What Is Tilt Compensation?
- The RTK Torch, a surveying device, has tilt compensation as one of its capabilities.
- Tilt compensation allows the device to account for tilting and maintain data accuracy.
- The device uses an on-board IMU to detect tilting and determine the base position.
- The RTK Torch is also waterproof and suitable for various surveying needs.
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Medium
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Cybersecurity in the Internet of Things (IoT) Era: Protecting Connected Devices
- IoT devices are vulnerable to cyberattacks due to lack of security measures.
- Regularly update IoT devices to ensure they have the latest security patches.
- Change default passwords to strong and unique ones for better security.
- Create a separate Wi-Fi network for IoT devices to isolate them from the main network.
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Medium
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Tektronix Technologies- Internet of Things’ Across Dubai, Abu Dhabi, and the UAE
- Tektronix Technologies integrates 5G technologies in their offerings to ensure high-speed connectivity and low latency.
- Tektronix Technologies introduces IoT solutions for precision agriculture, enabling informed decisions and increased productivity.
- Tektronix Technologies employs IoT devices for effective energy-saving strategies, reducing energy use and carbon emission in Dubai, Abu Dhabi, and UAE.
- Tektronix Technologies leads retail transformation in Dubai and Abu Dhabi through IoT, providing personalized shopping experiences and efficient inventory management.
- Tektronix Technologies introduces IoT applications in education, bringing interactive learning and campus-wide connectivity to universities and schools in UAE.
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Medium
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In today’s digital age, the Internet of Things (IoT) is revolutionizing industries by connecting…
- Azure IoT empowers businesses to harness the power of connected devices and unlock new opportunities for innovation and growth.
- Azure IoT Hub provides secure and reliable bi-directional communication between IoT devices and cloud applications, allowing seamless device connectivity and management at scale.
- Azure IoT Central and Azure IoT Hub offer powerful capabilities for ingesting, processing, and analyzing IoT data in real-time, enabling predictive maintenance, anomaly detection, and actionable intelligence.
- Azure IoT seamlessly integrates with Azure AI and machine learning services, enabling organizations to build intelligent IoT solutions that automate processes, optimize operations, and drive innovation.
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Medium
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Home WiFi Security: Beyond the Password Barrier
- A password is a critical first line of defense for home WiFi security.
- However, passwords alone aren't foolproof.
- To enhance home WiFi security, it is important to combine strong encryption practices, secure router configurations, and responsible user behavior.
- Additional measures such as intrusion detection systems and security software can provide extra layers of protection.
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Medium
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The UK’s Product Security and Telecommunications Infrastructure (PSTI) Act
- The UK’s Product Security and Telecommunications Infrastructure (PSTI) Act marks a pivotal shift in how smart devices are secured.
- The legislation bans manufacturers from setting default passwords, addressing a major flaw in device security.
- Manufacturers face challenges in complying with the PSTI Act, including redesigning device security and managing production costs.
- The UK's proactive cybersecurity regulations could set a precedent for other countries, promoting a more secure digital infrastructure.
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Medium
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What is the Difference Between Data Engineering and Data Management?
- Data engineering involves collecting and analyzing data to extract insights, while data management focuses on ingesting, processing, securing, and storing data.
- Data engineering is crucial for handling diverse data sets, while data management ensures governance and oversight of data.
- Data engineers design and build data pipelines and storage systems, while data managers establish governance policies and ensure data quality.
- Future trends in data engineering include enhanced cybersecurity measures and AI integration, while data management focuses on efficiency, data activation, and data governance frameworks.
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Medium
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Real-life Examples of Artificial Intelligence
- Narrow AI and General AI are the two types of Artificial Intelligence.
- Narrow AI performs specific tasks within a limited domain.
- Self-driving cars are another example of Limited Memory AI.
- In the finance industry, Artificial Intelligence allows teams and companies to detect fraudulent transactions, assess credit risk, and automate customer service.
- AI has endless possibilities ranging from task automation to cutting-edge fraud detection.
- AI-enabled streaming services recommend movies, shows, or music based on watch history and preferences.
- Social media platforms harness AI algorithms to analyze user behavior and provide a better experience, from recommendations to ads.
- Most streaming platforms utilize AI to personalize entertainment experiences.
- Chatbots have NLG-based capabilities, which are capable of providing authentic and quick responses to customer queries.
- By 2025, 95% of customer interaction will be AI-powered.
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Tech Story
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Japan Makes History with World’s First 6G Device: Speeds Hit 100 Gbps
- Japan has launched the world’s first 6G gadget, achieving speeds of up to 100 Gbps.
- 6G technology offers ultra-high-speed communication, low latency, and support for large-scale IoT.
- Drawbacks of 6G technology include infrastructure challenges, spectrum allocation, and security concerns.
- The development of 6G technology is underway, with the expectation of commercial deployment in the near future.
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Hyperedge
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How Lean Robotics Solutions Are Transforming Food and Beverage Manufacturing
- Manufacturing industries face challenges such as job vacancies, supply chain instability, and changing consumer behaviors.
- Universal Robots found that 250,000 people worldwide stack pallets, but half the necessary workforce is missing.
- Lean Robotics uses a smart approach to integrate lean manufacturing principles into automated solutions.
- Lean Robotics palletizing systems contain collaborative robot (cobot) software coupled with hardware configurability.
- The accessible design of Lean Robotics palletizing systems ensures that every team member can operate it, without the need for specialized skills or extensive training.
- Lean Robotics solutions adjust to diverse situations, adapting to the changing physical environment, addition of pallet interlayer sheets, accommodating multiple conveyors, and more.
- The modular design and a comprehensive range of solutions make duplicating or adding new units a simple process.
- An automated palletizer typically yields a payback period of one year, making the investment in automation economically viable.
- Lean Robotics solutions empower companies to stay in control, prioritize customer requirements, streamline expansion, and respond promptly to evolving market demands.
- The adoption of Lean Robotics solutions promises to solve the labor shortage challenge and tackle job retention challenges.
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Medium
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7 Game-Changing Advantages of Implementing IoT Integration
- Implementing IoT integration offers several game-changing advantages.
- Automation and real-time data collection improve efficiency and accuracy.
- Centralized device management simplifies monitoring and control.
- Access to real-time data enables better decision-making and automation opportunities.
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