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Mehmet Ali TOR

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Mehmet Ali TOR

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Jun 28, 2024

Top 15 Machine Learning Regression Algorithms

Machine learning regression algorithms examine relationships between given data, creating prediction models for continuous variables…

Top 15 Machine Learning Regression Algorithms

Mehmet Ali TOR

·

Jan 17, 2025

Gradient Descent Algorithms: A Comprehensive Overview

Gradient Descent is an optimization method. Optimization ensures that a model reaches the most efficient and accurate predictions. In other…

Gradient Descent Algorithms: A Comprehensive Overview

Mehmet Ali TOR

·

Dec 24, 2024

11 Deep Learning Models with Brief Explanations

Artificial Neural Networks (ANN)

11 Deep Learning Models with Brief Explanations

Mehmet Ali TOR

·

Nov 26, 2024

Artificial Neural Network and Layers in Deep Learning

Artificial Neural Networks (ANN) form the basis of deep learning models. It was developed with the aim of imitating the functioning of the…

Artificial Neural Network and Layers in Deep Learning

Mehmet Ali TOR

·

Nov 21, 2024

Decision Tree Splitting Methods In Machine Learning

Decision trees are one of the supervised machine learning algorithms. They can be used to solve classification and regression problems…

Decision Tree Splitting Methods In Machine Learning

Mehmet Ali TOR

·

Oct 27, 2024

Logistic Regression (Best binary classification algorithm in machine learning)

Logistic Regression is a classification algorithm. It is often used to estimate two-class dependent variables. It is one of the most…

Logistic Regression (Best binary classification algorithm in machine learning)

Mehmet Ali TOR

·

Oct 11, 2024

Machine Learning Nearest Neighbor KNN (K-Nearest Neighbor) Algorithm, Clearly Explained

In machine learning, the K-Nearest Neighbor (KNN) algorithm is used for classification and regression problems. KNN (K-Nearest Neighbor) is…

Machine Learning Nearest Neighbor KNN (K-Nearest Neighbor) Algorithm, Clearly Explained

Mehmet Ali TOR

·

Sep 30, 2024

Support Vector Machine and Kernel Trick

Support Vector Machine method is an easy-to-use and common algorithm. VC theory was developed by Vladimir Vapnik and Alexey Chervonenkis in…

Support Vector Machine and Kernel Trick

Mehmet Ali TOR

·

Sep 8, 2024

Outlier Analysis Methods In Machine Learning

Hello, in this article, I talked about how to detect outliers in our data sets and the analysis processes we can do for these values.

Outlier Analysis Methods In Machine Learning

Mehmet Ali TOR

·

Aug 19, 2024

Best Missing Data Analysis Methods

Missing data is frequently encountered in data sets obtained from real life. Since missing data causes problems in many data analysis…

Best Missing Data Analysis Methods

Mehmet Ali TOR

Mehmet Ali TOR

Meteorological Engineer | hydrology, hydraulics, flood management, data science, machine learning and deep learning.

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