Machine learning in urban planning

Researchers have developed a machine learning algorithm that can analyze and predict energy consumption patterns in urban areas, enabling more efficient energy management.

7/05/2023

Machine learning in urban planning

Researchers have developed a machine learning algorithm that can analyze and predict energy consumption patterns in urban areas, enabling more efficient energy management.

The technology utilizes a combination of data sources, including historical energy consumption data, weather forecasts, and building characteristics. By training the machine learning algorithm on this data, it can identify patterns and correlations that help predict future energy usage.

This predictive capability allows for proactive energy management strategies. By anticipating peak energy demand periods, city planners and energy providers can optimize energy distribution, adjust supply accordingly, and potentially avoid overloads or blackouts.

There are several potential benefits of this technology, such as cost savings, reduced environmental impact, and enhanced energy resilience. It also highlights how technology can contribute to achieving sustainability goals and building smart cities.

At TechnoLynx, we develop custom solutions using machine learning, AI, deep learning, computer vision, and many more for your projects!

Credits: TechXplore

Read our Blog!

Technical Excellence

Founded in 2019 by Balázs Keszthelyi, co-inventor of more than a dozen patents and contributor to two international standards, we know how to beat the state-of-the-art.

Balázs’ passion for high quality and superior performance sets a high bar, generating value for our clients and growth for our employees.

Meet our team

Technologies

Computer Vision
Edge Computing
High Performance Computing
Generative AI
Natural Language Processing
Extended Reality (XR)

What We Do

We specialise in guiding clients through the entire research and development journey, from initial prototyping to seamless integration and even safeguarding intellectual property. As an innovative solutions center, we not only identify areas for workflow enhancement but also actively engage in crafting and implementing solutions.

Reach out!

Services

Technical Business Analysis & Consulting
R&D Outsourcing
Custom Software Development
MLOps
Performance Optimisation

20/12/2024

Machine Learning, Deep Learning, LLMs and GenAI Compared

Explore the differences and connections between machine learning, deep learning, large language models (LLMs), and generative AI (GenAI).

9/12/2024

MLOps for Hospitals - Staff Tracking (Part 2)

Learn how to train, deploy, and monitor a computer vision model for real-time hospital staff tracking.

2/12/2024

MLOps for Hospitals - Building a Robust Staff Tracking System (Part 1)

Learn how to set up an MLOps environment for real-time hospital staff tracking. Explore the core principles, tools, and technologies to improve efficiency and patient care in this first part of our comprehensive guide.

28/11/2024

Computer Vision and Image Understanding

Learn about computer vision, image understanding, and how they work in artificial intelligence, machine learning, and real-time applications.

26/11/2024

Machine Learning on GPU: A Faster Future

Learn how GPUs transform machine learning, including AI tasks, deep learning, and handling large amounts of data efficiently.

25/11/2024

MLOps vs LLMOps: Let’s simplify things

Two concepts that are not exactly clear are MLOps and LLMOps. Despite the fact that these two abbreviations look similar, they are completely different. Or are they?! Well, the answer is not that simple. Let’s dive in and see what each of the two models is, how large language models work, how they differ from each other, and how they can be combined for the creation of NLPs.

20/11/2024

Artificial Intelligence (AI) vs. Machine Learning Explained

Learn the differences between Artificial Intelligence (AI) and Machine Learning. Understand their applications, from NLP to driving cars, and how TechnoLynx can help.

14/10/2024

AI-Driven Innovation: Integrating AI APIs into Your Business

Learn how to improve your applications with AI APIs and frameworks. Gain practical insights into integration steps, challenges, and best practices using advanced technologies like TensorFlow and AWS SageMaker to boost your business and streamline operations.

8/10/2024

What is logistics regression in machine learning?

Learn about logistic regression in machine learning, a key model for binary classification, how it works with machine learning algorithms, and its role in data science.

9/08/2024

What is a transformer in deep learning?

Learn how transformers have revolutionised deep learning, especially in NLP, machine translation, and more. Explore the future of AI with TechnoLynx's expertise in transformer-based models.

19/07/2024

How is MLOPs Consulting useful for the Manufacturing Industry?

Learn how MLOps consulting enhances the manufacturing industry by improving efficiency, quality, and decision-making. Discover the benefits of integrating machine learning models and operations in manufacturing.

18/07/2024

Where does cutting edge AI meet MLOps?

Discover how cutting-edge AI intersects with MLOps to transform machine learning operations. Explore the roles of data scientists, real-time model deployment, natural language processing, and the benefits of integrating AI technologies like large language models and computer vision into MLOps.

9/07/2024

How to use GPU Programming in Machine Learning?

Learn how to implement and optimise machine learning models using NVIDIA GPUs, CUDA programming, and more. Find out how TechnoLynx can help you adopt this technology effectively.

18/06/2024

What are MLOps, and why do we need them?

Learn about MLOps and its importance in modern machine learning. Discover how TechnoLynx's MLOps consulting services can enhance your AI and ML projects.

7/06/2024

How does MLOps contribute to AI application development?

Discover how MLOps enhances AI application development by streamlining machine learning workflows, improving model accuracy, and facilitating real-time data integration.

31/05/2024

What is MLOps, and why do we need it?

Discover the importance of MLOps in machine learning. Learn how MLOps consulting can optimise machine learning workflows, ensuring high quality and real-time performance.

10/05/2024

What can you do with CoreML?

Discover the endless possibilities of Core ML for your machine learning projects. Learn about Core ML tools, supported formats, and applications in image recognition, natural language processing, and more.

7/05/2024

The Pros and Cons of MLOps Tools

Dive deep into the advantages and disadvantages of MLOps tools, essential for managing the machine learning lifecycle.

23/04/2024

Retrieval Augmented Generation (RAG): Examples and Guidance

Learn about Retrieval Augmented Generation (RAG), a powerful approach in natural language processing that combines information retrieval and generative AI.

23/04/2024

Understanding Retrieval Augmented Generation (RAG)

Learn how Retrieval Augmented Generation (RAG) is enhancing AI strategies and empowering machine learning models in real-time applications. TechnoLynx offers AI Consulting and Software Development services to integrate RAG into business processes, optimise customer service, and drive innovation.

18/04/2024

A Gentle Introduction to CoreMLtools

The field of machine learning is rapidly evolving, and one of the key challenges facing developers is the ability to efficiently create models that can run on a variety of hardware platforms.

4/04/2024

Introduction to MLOps

Understand the basics of MLOps and how MLOps is improving machine learning systems. We cover everything from the MLOps lifecycle to trends we’ll see in the future of MLOps.

27/03/2024

The Impact of AI on Smart Lighting Solutions

Discover how AI-driven innovations are improving smart lighting systems, optimising energy usage, and enhancing user experience in various environments.

7/03/2024

Machine Learning in Manufacturing and Industry 4.0 applications

Discover how Machine Learning is reshaping manufacturing in the Industry 4.0 era, from predictive maintenance to demand forecasting.

22/11/2023

AI and Machine Learning: Shaping the Future of Healthcare

Explore the latest trends in Healthcare with a focus on Artificial Intelligence and Machine Learning.

8/11/2023

Machine learning consulting

At TechnoLynx, we're dedicated to helping businesses take advantage of the immense potential of machine learning. Read more about activities.

7/11/2023

Machine learning in transportation

Let us see how artificial intelligence and machine learning are set to redefine how we move from one place to another.

3/11/2023

Real-life AI Clustering Projects in Machine Learning

Today's article recommendation is a valuable exploration of the concept of AI clustering in the context of machine learning.

4/10/2023

Machine Learning versus Deep Learning

DataCamp's tutorial on machine and deep learning is a valuable resource for anyone interested in diving into the world of data science.

7/09/2023

Machine Learning in cancer detection

In a remarkable intersection of technology and healthcare, machine learning is altering our approach to cancer risk prediction.

14/08/2023

Machine learning & Parkinson's disease

In a promising stride toward personalized medicine, researchers keep discovering the remarkable capabilities of machine learning.

8/08/2023

Machine learning boosting planetary science

Imagine the universe as a gigantic puzzle and data as the pieces waiting to be put together. From analyzing Martian landscapes to deciphering the language of distant galaxies, machine learning is becoming the guiding star in planetary science.

24/07/2023

Top Databases for Artificial Intelligence, IoT, ML and more

From artificial intelligence and IoT to deep learning and data science, these top databases provide the foundation for cutting-edge software solutions that drive innovation and transform industries.

23/07/2023

Machine Learning tools

Machine learning is at the forefront of innovation, empowering businesses to make data-driven decisions with unprecedented accuracy.

15/05/2023

Can machine learning improve myocardial infarction diagnosis?

Researchers are exploring how machine learning algorithms can enhance the accuracy and efficiency of diagnosing this life-threatening...

14/05/2023

Machine-learning to boost energy efficiency

The article from the Lawrence Berkeley National Laboratory (LBL) News Center discusses how machine learning is being utilized to improve energy efficiency in complex systems.

2/04/2023

Growing machine learning models

Most of the groundbreaking results in the field of Machine Learning that we have seen lately use enormous neural networks containing hundreds of millions of parameters.