AI-Powered Water Pollution Prevention Project Launched in South-West England

Computer systems company CGI and mapping experts Ordnance Survey have launched an AI-powered pilot project in south-west England that aims to predict water pollution before it happens. The project, which is being trialled in the North Devon Biosphere Reserve, will use sensors placed in rivers and fields to build a picture of the state of local rivers, rainfall and soil. AI will then combine that data with satellite imagery of local land use to predict when the local river system is most vulnerable to things like agricultural runoff. The hope is that the project will help improve water quality at the seaside resort of Combe Martin, making it a better place for swimming. Around 50 connected sensors are being used across the catchment area, which is a 55-sq-mile protected area that includes important natural habitats, farmland and small towns. The sensors, which measure six key indicators of water health, including acidity and ammonia, will transmit real-time data to an AI system that will use it to develop predictive mechanisms to inform where pollution incidents are occurring and when they will take place. The project could clean up the seaside resort town of Combe Martin, where the quality of bathing water has long been a concern. "It's always been bumping along the bottom in terms of water quality," says Andy Bell from the North Devon Biosphere Reserve. "There is very much a fear in the community of what would happen if the bathing water status was rescinded. It would impact on the cafes, the restaurants, the B&B's… people want to come to a clean place to enjoy themselves." The AI system has already shown promising results during a test run, with CGI reporting that it was more than 90% accurate. The first phase of the AI project was a desk-based model using historic data, with CGI saying it predicted pollution events with 91.5% accuracy. Now the AI model is being unleashed 'in the wild' and the question is whether it can do the same. "We're starting very small here (in North Devon) … but the idea is very much to scale up and roll this out to different parts of the UK," said CGI's Chief Sustainability Officer Mattie Yeta.

An AI-powered pilot project has been launched in south-west England to predict water pollution before it happens. CGI and Ordnance Survey are collaborating on the project, which is being trialled in the North Devon Biosphere Reserve. Sensors placed in rivers and fields will build a picture of the state of local rivers, rainfall and soil. AI will combine that […]

The Impact of AI on Microsoft’s Stock: Record Highs and Future Predictions

The Impact of AI on Microsoft's Stock: Record Highs and Future Predictions

Microsoft’s stock reached a record high on Thursday following optimistic predictions from executives regarding the company’s potential revenue in artificial intelligence (AI). Analysts from JPMorgan Chase highlighted Microsoft’s growth prospects in AI, which has been a popular topic in the tech industry throughout the year. Microsoft has heavily invested in OpenAI, which released the ChatGPT chatbot in November 2021, leading to […]

Artificial Intelligence: Exploring the Benefits, Risks, and Regulations of AI Technology

Artificial Intelligence: Exploring the Benefits, Risks, and Regulations of AI Technology - هوش مصنوعی سیمرغ

Artificial Intelligence (AI) is rapidly evolving and transforming various aspects of modern life. However, concerns have been raised about its potential for malicious use and its impact on jobs. AI enables computers to think, act, and respond like humans by analyzing vast amounts of data and identifying patterns to make predictions, solve problems, and learn […]

Revolutionizing Customer Experience: How AI is Changing the Way Companies Connect with Customers

وش مصنوعی چگونه روش ارتباط شرکت ها با مشتریان را تغییر می دهد - هوش مصنوعی سیمرغ

Using artificial intelligence, companies can improve the customer experience and provide personalized and more efficient experiences for their customers. For example, companies such as Amazon and Netflix use intelligent recommendation algorithms to suggest products and similar programs to their customers. Additionally, companies like Uber and Lyft use AI to predict driver arrival times and to adjust prices based on supply and demand. Furthermore, companies can use chatbots to provide […]

AI in gaming

AI in Gaming هوش مصنوعی در بازی سازی

AI in gaming is a rapidly growing field that involves the use of artificial intelligence techniques to create more dynamic and engaging gaming experiences. This can involve creating non-player characters (NPCs) that exhibit more lifelike behavior, generating procedural content that is unique to each player, and providing adaptive gameplay that changes in response to the player’s actions. One of the top AI innovations in […]

PySpark: از این کتابخانه غافل نشوید!

PySpark: از این کتابخانه قافل نشوید!

Artificial intelligence (AI) has become an integral part of our daily lives, and its applications are expanding rapidly. One of the key components of AI is the ability to process and analyze large volumes of data, which is essential for tasks such as machine learning, natural language processing, and computer vision. As a result, there is a growing demand for […]

Table of Recommended Python Video Resources

Python Online Training Courses

Sure, here’s a table of the Python video resources : Resource Description Link Corey Schafer (YouTube Channel) Python programming tutorials on a variety of topics, including web development, data analysis, and more https://www.youtube.com/user/schafer5 Programming with Mosh (YouTube Video) Python tutorial for beginners covering the basics of Python programming https://www.youtube.com/watch?v=_uQrJ0TkZlc PyCon (YouTube Playlist) Videos from the PyCon conference covering advanced Python programming topics such […]

here is a table of 100 Python libraries grouped by functionality

Here's a table of Python libraries along with their descriptions and download links:

here is a table of 100 Python libraries grouped by functionality and with a short description and download link for each: Functionality Library Description Download Link Data Analysis Pandas Provides data structures and tools for data analysis https://pandas.pydata.org/pandas-docs/stable/getting_started/install.html NumPy A library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical […]

Here’s a concise cheat sheet for getting started with TensorFlow

cheat sheet for getting started with TensorFlow

1. Import TensorFlow pythonCopy 2. Tensors pythonCopy pythonCopy pythonCopy 3. Tensor Operations pythonCopy pythonCopy pythonCopy pythonCopy 4. Eager Execution pythonCopy 5. Gradient Tape pythonCopy 6. Keras pythonCopy pythonCopy pythonCopy pythonCopy pythonCopy 7. Custom Layers and Models pythonCopy pythonCopy This cheat sheet covers the basic elements of TensorFlow. For more advanced topics and detailed explanations, refer to the official […]

AI to Z – all the terms of AI

AI تا Z

Artificial intelligence (AI) is becoming ever more prevalent in our lives. It’s no longer confined to certain industries or research institutions; AI is now for everyone. Term Definition Algorithm A set of instructions given to a computer to solve a problem or perform calculations. Alignment problem The discrepancy between intended objectives for an AI system and its […]