Gamze DenizImplementing k-means Clustering from ScratchIn my master’s program for artificial intelligence and robotics, one of the five projects assigned in my machine learning course is to…7 min read·Nov 22, 2023----
Gamze DenizA Sample Exploratory Data Analysis (EDA) and Segmentation Process using Python for Customer…I will guide you through a sample exploratory data analysis (EDA) process using Python. We’ll assume you have a sample dataset of customer…4 min read·Jun 20, 2023----
Gamze DenizHow to Overcome Local Minimum in Machine/Deep Learning?To overcome the problem of getting stuck in local minima in machine/deep learning optimization, there are several techniques you can…4 min read·Jun 20, 2023----
Gamze DenizMachine Learning/Data Science Interview Questions and AnswersQuestions from Google and IBM interviews but not limited to…17 min read·Apr 12, 2023----
Gamze DenizA Brief Explanation of ScrumWhat are a Scrum and a Scrum Master?4 min read·Apr 29, 2022----
Gamze DenizTracking the Project at Tech Companies like GoogleTracking is important for some key reasons, transparency, risk management, and keeping the project on track.4 min read·Mar 29, 2022----
Gamze DenizLogics of App Recommendation Based on Decision TreesOf course, to do this work, that is, to recommend applications to people, we need data. Let’s assume we have the data below and we will try…5 min read·Jan 22, 2022----
Gamze DenizExploration of Titanic Survival Using Decision TreesBy implementing a decision tree in sklearn, we can see how decision trees work.4 min read·Jan 22, 2022----
Gamze DenizHow to Avoid Local Minima in Gradient Descent/Neural Network?Remember I asked a reflection question in my previous article, we had a graph representing our cost function in the neural network, below…2 min read·Jan 12, 2022----
Gamze DenizUnderstanding Gradient Descent and Learning RateThe purpose of using artificial neural networks is, of course, to produce predictions that are closest to the real values. To measure how…4 min read·Jan 9, 2022----