roboai In this post on Prominent Applications of Deep Learning in Agriculture, I will discuss 10 significant application scenarios. In fact, all such applications can greatly benefit from Deep Learning Techniques. What is Deep Learning? Deep Learning is a subset of machine learning. Mainly Deep Learning comprises techniques that take inspiration from the way how the … Read more
In this post on Federated Learning Architectures and Their Applications, I will talk about various architectures for implementing Federated Learning and application scenarios of each of them. In my earlier post on Federated Learning, I have discussed the basic concepts and pros and cons of this new technique of building machine learning models. However, when we … Read more
In this post on Collaborating Model Training using Federated Learning, I will explain how the training of a neural network occurs without the need of collecting the whole training data on a centralized location. Basically, Federated Learning is a special form of Machine Learning, which requires the model training at local participants’ location and only … Read more
Data Science offers a number of techniques that help you analyze IoT data. Basically, there are a number of programming languages that you can use for applying data science techniques including Python, R, and JavaScript. However, Python remains the most widely used language among others. This because the language contains many libraries that make our … Read more
As the popularity of smart homes and smart appliances increases so is the need of analyzing the data that these devices generate. The sensors working in these smart appliances constantly generate data which quickly takes high volume. In this post on How Internet-of-Things (IoT) is related to Data Science, you will understand the need for … Read more
In this post on Motor Selection in Robotics, you will learn about different types of motors that the robots use and which type of motor is best suitable for a particular robot. Basically, the motor is an essential component of a robot and is responsible for making a robot move. Every robot exhibits some kind … Read more
IoT market keeps growing. But are smart gadgets really secure? Internet of Things (IoT) devices are not immune to a security vulnerability. As more and more people are adopting home automation devices, the risk of a security breach is also increasing. Since the Internet is always vulnerable to cyber attacks, it also poses security threats in IoT devices. The IoT devices are prone to cyber-attacks when they are connected to the Internet and when … Read more
If you want to get acquainted with IoT then first of all you must know the hardware platforms that are used to build IoT applications. In particular, the Arduino platform is the first one that you should try to develop IoT projects. The reason being that it is simpler, easy to learn, and less costly. Basically, it is … Read more
Smart cities make use of sensor technology to control and monitor infrastructure like road conditions, bridges, parks, etc. For instance, if a truck is carrying a heavy load, authorities can detect it and take appropriate action so that the integrity of infrastructure is not compromised. In this post Smart City – managing the Infrastructure, we will discuss … Read more
Smart cities have become smarter than before with the use of IoT, AI, and sensor technology. A smart city has a strong ICT infrastructure that helps people improve the quality of life of citizens by reducing unnecessary expenditures and wastages. Basically, citizens of the smart cities use Information and Communication Technology (ICT) extensively and participate … Read more
