PinnedSergen CansizinTowards Data ScienceThe Math Behind Training Neural NetworksClear explanation of math behind neural networks and training phase with an example·17 min read·Sep 27, 2020--1--1
Sergen CansizSustainable Code: Increasing the shelf-life of your repositoryA guide to crafting and maintaining a repository·10 min read·Aug 20, 2023----
Sergen CansizinTowards Data SciencePhysical Significance of Covariance MatrixThe geometric meaning of eigenvectors·6 min read·Apr 4, 2022----
Sergen CansizWhere and How to Use PCAUnderstanding how PCA works—in a visual way·6 min read·Nov 12, 2021--3--3
Sergen CansizinTowards Data Science4 Types of Users That Can Cause an Anomaly in Recommendation SystemsHow to deal with different types of user in recommendation systems·7 min read·Apr 17, 2021----
Sergen CansizinTowards Data Science2 Functions You Should Know Before Using Poisson DistributionWhere do we use the Poisson distribution?·5 min read·Apr 5, 2021--1--1
Sergen CansizinTowards Data ScienceQuestions That You Can Answer Using Exponential DistributionProbability problems that can be solved by the exponential distribution·5 min read·Mar 29, 2021--1--1
Sergen CansizinTowards Data Science5 Things You Should Know About CovarianceWhen dealing with problems on statistics and machine learning, one of the most frequently encountered terms is covariance. While most of…·7 min read·Mar 25, 2021--15--15
Sergen CansizinTowards Data ScienceMultivariate Outlier Detection in PythonMultivariate Outliers and Mahalanobis Distance in Python·5 min read·Mar 20, 2021--8--8
Sergen CansizinTowards Data ScienceHave you ever evaluated your model in this way?Evaluation of Classification Model with McNemar Test·7 min read·Mar 7, 2021----