10 Machine Learning Algorithms Explained Using Real-World Analogies When I was in high school and studied complex mathematics problems, I always used to think about why we were studying them or why they were useful. I was unable to understand and find their usage in the real world. Since machine learning is also a trending topic that many people want to explore, the complex mathematics and abstraction behind machine learning algorithms make it difficult for beginners to appreciate and learn […]

Tips for Effective Feature Selection in Machine LearningImage by Author | Created on Canva When training a machine learning model, you may sometimes work with datasets with a large number of features. However, only a small subset of these features will actually be important for the model to make predictions. Which is why you need feature selection to identify these helpful features. This article covers useful tips for feature selection. We’ll not look at feature selection techniques in depth. But […]

5 Groundbreaking Applications of Reinforcement Learning in 2024Image by Editor | Ideogram Reinforcement Learning (RL) has emerged as a powerful paradigm in artificial intelligence, enabling machines to learn optimal behavior through interaction with their environment. In RL, an agent learns to make decisions by performing actions and receiving rewards or penalties, ultimately aiming to maximize cumulative rewards over time. This approach has led to remarkable advancements across various domains, from gaming to robotics. As we explore the developments in 2024, […]

5 Influential Machine Learning Papers You Should ReadImage by Editor | Ideogram In recent years, machine learning has experienced a profound transformation with the emergence of LLMs and new techniques that improved the domain’s state of the art. Most of these advancements have mainly been initially revealed in research papers, which have introduced new techniques while reshaping our understanding and approach to the domain. The number of papers has been explosive, so today let’s try to summarize 5 of the […]