Ahmad Firdaus – Medium

Ahmad Firdaus

Ahmad Firdaus

Developing Classification Models for Accurate Oil Spill Detection in Ocean

Introduction

Jul 8

Developing Classification Models for Accurate Oil Spill Detection in Ocean

Jul 8

Ahmad Firdaus

Human Resource Analytics: Employee Attrition

Employee attrition, also known as employee turnover, refers to the rate at which employees leave an organization and need to be replaced by…

Sep 12, 2023

Human Resource Analytics: Employee Attrition

Sep 12, 2023

Ahmad Firdaus

Unveiling the Power of Customer Segmentation

In the dynamic landscape of Business-to-Consumer (B2C) industries, the art of understanding customers goes beyond mere transactions — it’s…

Aug 25, 2023

Unveiling the Power of Customer Segmentation

Aug 25, 2023

Ahmad Firdaus

An easy way to guarantee the quality of your data

In 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, 2023

An easy way to guarantee the quality of your data

Aug 24, 2023

Ahmad Firdaus

Ads Click Prediction by Classification Machine Learning

Online advertising has become a crucial part of digital marketing strategies. Advertisers pay for their ads to be shown to potential…

Feb 16, 2023

Ads Click Prediction by Classification Machine Learning

Feb 16, 2023

Ahmad Firdaus

Machine Learning: Classification Model

Classification 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, 2023

Machine Learning: Classification Model

Feb 12, 2023

Ahmad Firdaus

Time Series: Air Passengers Forecasting Using LSTM Bidirectional

LSTM-Bidirectional is a type of recurrent neural network (RNN) architecture that processes sequences in both forward and backward…

Feb 7, 2023

Time Series: Air Passengers Forecasting Using LSTM Bidirectional

Feb 7, 2023

Ahmad Firdaus

Introduction to the LSTM model for time series

LSTM (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, 2023

Introduction to the LSTM model for time series

Feb 7, 2023

Ahmad Firdaus

Time Series Forecasting

Time 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, 2023

Time Series Forecasting

Feb 3, 2023

Ahmad Firdaus

Introduction to machine learning for data science

Machine learning is a branch of artificial intelligence that uses algorithms to learn from data and make predictions or decisions without…

Feb 3, 2023

Introduction to machine learning for data science

Feb 3, 2023

Ahmad Firdaus

Ahmad Firdaus

Data science passionate about uncovering insights and solving complex problems. Background in mathematics from Kyushu Univ. Skilled in Python, SQL, Tableau.

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