Muhammad IhsanIntroduction to Random Forest AlgorithmAfter learning about Decision Trees, we now move on to an algorithm that is an extension of the Decision Tree method. The term ‘forest’…2d ago2d ago
Muhammad IhsanHeart Disease Prediction with Decision Tree ClassifierIn the previous article, we learned about decision trees for regression tasks. In this article, we will continue to learn about Decision…2d ago2d ago
Muhammad IhsaninThe Deep HubFrom Binary to Buddy : Introduction to RAG and Fine-TuningWhen we start implementing Artificial Intelligence in the form of Large Language Models (LLM) into an application, we will encounter at…4d ago14d ago1
Muhammad IhsanHouse Price Prediction with Decision Tree RegressorDecision Tree is one of the most popular algorithms in machine learning, used for both classification and regression problems. In this…5d ago5d ago
Muhammad IhsanWine Quality Prediction with Support Vector MachineWhen we start learning about machine learning, we will undoubtedly come across the term Support Vector Machine (SVM).Jul 12Jul 12
Muhammad IhsanClassification of Iris Flowers with K Nearest NeighborK-Nearest Neighbor (KNN). The most prominent advantage of this algorithm is its easy-to-understand nature.Jul 12Jul 12
Muhammad IhsanLogistic Regression and Examples of Its Application to Titanic DataLogistic Regression is used to model the probability of an event occurring and is extremely useful in various applicationsJul 12Jul 12
Muhammad IhsaninCodeXCreate an Image Generation App with GradioImage generation is the process of creating new images from text descriptions or prompts. This process involves using machine learning…Jul 11Jul 11
Muhammad IhsaninThe Deep HubCreate an Image Captioning App with GradioIn this article, we will use the BLIP model available on Hugging Face to create an image captioning appJul 10Jul 10
Muhammad IhsanCreate a Text Summarization App with GradioIn this article, we will create a simple text summarization application using the distilbart-cnn-12–6 model available on Hugging Face.Jul 10Jul 10