From Novice to Expert: A Journey into Training Machine Learning Models

Abstract

Machine learning has evolved into a priceless asset for tackling complex obstacles across a wide range of disciplines, including Computer Vision(CV), Natural Language Processing(NLP), healthcare, and finance. At the core of machine learning lies the training process, wherein model parameters are optimized to make precise predictions on unseen data. For beginners venturing into this domain, it is crucial to grasp the fundamentals of training machine learning models. This article serves as a comprehensive guide, specifically focusing on training machine learning models using Python. Step-by-step instructions and explanations are provided to facilitate a thorough understanding of the training process. By following this article, beginners will gain practical knowledge and confidence in training their own machine learning models.