simple techniques to deal with the imbalance of data What is class imbalance class imbalance is the unequal distribution and variation of data in machine learning task where one class tend to have more values than the other classes or distributions. the class imbalance can occur as a result of…

the simple and easiest way of creating machine learning web app using flask and w3css framework web-apps provide the pragmatic concept of artificial intelligence and data science by giving an opportunity to learners, data scientists, and researchers to deploy and test their algorithms/models and channel their solutions into real-world scenarios…

How To Control LED With Android phone In this Arduino project, you will learn how to turn on or off LED with your android phone via Bluetooth. COMPONENTS USED IN THE PROJECT 1-Arduino Uno 2-HC-5 Bluetooth module 3-LED x 2 4-Jumper Wires SOFTWARE download the Bluetooth controlled app from the google…

Applying a robust concept to treat outliers Outliers are values in data that differ extremely from a major sample of the data, the presence of outliers can significantly reduce the performance and accuracy of a predictable model. The measure of how good a machine learning model depends on how clean…

Natural language processing system poses a huge impact and opportunities in healthcare and precision medicine through the massive availability of unstructured data, and leverage on it to improve and optimize the performance and practice of precision medicine. Natural language processing is one of the main branches of Artificial intelligence that…

The challenges and solutions of the training algorithm — The advancement of Artificial intelligence was not limited to E-commerce, Chatbots, security, weather forecast but also transcend across countless health care applications and medical concepts. Artificial intelligence has been widely used in numerous medical applications such as disease prognosis, diagnosis, surgical robots,drugs recommendation, genetic code,expert system and many more.