Classification of land use and land cover in EuroSAT dataset using deep learning techniques. — In recent years we have seen a rapid growth in the field of machine learning and artificial intelligence. Almost all research domains use machine learning techniques to improve their outcomes. The availability of free cloud computing with enough computational power (like google colab, kaggle) to train large ML models also…

How society, demographics and technology are changing the world of FM. — The accounted global facility management market size in 2019 was 1.24 trillion USD and is predicted to reach 1.62 trillion USD by 2027. This accounts for a 4.0% increase in the Compound Annual Growth Rate (CAGR). Companies outsourcing Facilities Management Several economic factors have made outsourcing more relevant for facilities management. Facilities management is…

Tutorial on Embedding Projector with our own feature vector. — Tensorflow is a one of the most popular free and open source machine learning library which helps you to do all kind of machine learning and deep learning projects. It can be used for various tasks including training, inferencing, visualising ML and DL models. …

Application of AI on Facility Management — INTRODUCTION Facility management sectors are among the crucial segments of both commercial and non commercial organisations. In order to make operations run smoothly, it is crucial to implement workplace practices that ensure a constant flow of communication, organization, knowledge sharing, productivity and innovation. People involved in the sector have a lot…

How to get started with reinforcement learning in machine learning? — Reinforcement learning is a growing field with a lot of potential for innovation and impact. If you’re interested in building your career in reinforcement learning, here are some steps you can take: Develop a solid understanding of the fundamentals: Reinforcement learning is a subfield of machine learning that deals with…

What are the latest AI and ML solutions on the market and research? — Artificial Intelligence (AI) and Machine Learning (ML) are rapidly advancing fields that are constantly driving innovation across a range of industries. Here are some of the latest AI and ML technologies that are on the market: Generative Adversarial Networks (GANs): GANs are a type of neural network that can generate…

What is blockchain? Blockchain is an operational system of recording data in a way this is difficult or somewhat not possible to alter, hack, or deceive the device. It is a digital ledger of transactions this is duplicated and disseminated throughout the entire network of computer systems at the blockchain. How does it function? A blockchain includes…

Methods for increasing the speed and performance for python program — In this story, we are going to discuss the various methods to write better python code for speed and performance. Let us divide the tips and tricks into categories and add an example for each. Hopefully, this will be useful. Proper Data Structures Using the right data structure is another important step we…

How to use Logging in Python! — Whenever we write an application or software the developers has to log some information, warning, and errors that happened so that they can trace back and see what is the cause of it. Python comes with a logging module in the standard library which enables us to log all the…