Category: Machine Learning
Machine Learning Algorithms in Python
In this article, we will explore some of the most widely used machine learning algorithms that can be implemented in Python. We will cover a range of algorithms, including Linear Regression, Logistic Regression, Decision Trees, Support Vector Machines, Naive Bayes, kNN (k-Nearest Neighbors), k-Means, and Random Forest. Table of Contents Linear Regression Logistic Regression Decision …
Fine-Tuning in Machine Learning model
Fine-tuning machine learning models has become an essential method in the field of deep learning, particularly in natural language processing (NLP) and computer vision. Rather than training a new model from start, it involves taking a previously learned model and retraining it on a different job using a smaller dataset. This method can dramatically enhance …