Ahmad FirdausDeveloping Classification Models for Accurate Oil Spill Detection in OceanIntroductionJul 8Jul 8
Ahmad FirdausHuman Resource Analytics: Employee AttritionEmployee attrition, also known as employee turnover, refers to the rate at which employees leave an organization and need to be replaced by…Sep 12, 2023Sep 12, 2023
Ahmad FirdausUnveiling the Power of Customer SegmentationIn the dynamic landscape of Business-to-Consumer (B2C) industries, the art of understanding customers goes beyond mere transactions — it’s…Aug 25, 2023Aug 25, 2023
Ahmad FirdausAn easy way to guarantee the quality of your dataIn this series, we’ll delve into the world of data analytics and explore real-world scenarios to learn how data quality plays a pivotal…Aug 24, 2023Aug 24, 2023
Ahmad FirdausAds Click Prediction by Classification Machine LearningOnline advertising has become a crucial part of digital marketing strategies. Advertisers pay for their ads to be shown to potential…Feb 16, 2023Feb 16, 2023
Ahmad FirdausMachine Learning: Classification ModelClassification is a type of supervised machine learning where the goal is to predict a categorical label (also known as a class) based on a…Feb 12, 2023Feb 12, 2023
Ahmad FirdausTime Series: Air Passengers Forecasting Using LSTM BidirectionalLSTM-Bidirectional is a type of recurrent neural network (RNN) architecture that processes sequences in both forward and backward…Feb 7, 2023Feb 7, 2023
Ahmad FirdausIntroduction to the LSTM model for time seriesLSTM (Long Short-Term Memory) is a type of Recurrent Neural Network (RNN) that is specifically designed to handle the problem of long-term…Feb 7, 2023Feb 7, 2023
Ahmad FirdausTime Series ForecastingTime series forecasting is a method used to predict future values of a series of data points based on historical trends. In recent years…Feb 3, 2023Feb 3, 2023
Ahmad FirdausIntroduction to machine learning for data scienceMachine learning is a branch of artificial intelligence that uses algorithms to learn from data and make predictions or decisions without…Feb 3, 2023Feb 3, 2023