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AMAR HAIQAL BIN CHE HUSSIN
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KAGGLE COMPETITION - PREDICTING HOUSING PRICES USING ADVANCED REGRESSION TECHNIQUES
Overview This is my second time participating in Kaggle Competition, which the case study is about predicting the price of the house...
Nov 28, 20212 min read
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PREDICTING TOP COMPOSITION OF TETRAHYFURAN USING XGBOOST
Overview The case study is about predicting the top composition of the distillation column when the feed flow fluctuates. The...
Nov 17, 20211 min read
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DISTILLATION COLUMN FAULT DETECTION USING PCA
Overview Principal Component Analysis is a part of singular value decomposition (SVD). The SVD plays an important role in data...
Nov 8, 20213 min read
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CLASSIFICATION OF DISTILLATION COLUMN FAULT USING XGBOOST
From the distillation column data generated before, we will use it to generate an XGBoost model to predict if there is any fault in the...
Nov 4, 20212 min read
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SIMULATING FAULT IN DISTILLATION COLUMN USING ASPEN HYSYS
Overview For the upcoming Machine Learning course, we would like to give a case study to develop a machine learning model which can be...
Nov 1, 20211 min read
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MACHINE LEARNING BASED TOOL FOR PID CONTROLLER TUNING STATUS
Overview This is my final year project which aimed to investigate whether is it possible to use machine learning to predict and identify...
Oct 23, 20212 min read
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IBM DATA SCIENCE SPECIALIZATION CAPSTONE PROJECT
Overview This is the final capstone project for IBM Data Science Specialization cousre which was about Space X case study. Spcae X...
Oct 10, 20211 min read
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OBJECT TRACKER USING OPENCV
Overview OpenCV or known as Open Source Computer Vision Library and maybe one of the most popular open source computer vision librariies....
Sep 27, 20211 min read
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USING ASPEN HYSYS OPTIMIZER
Problem Statement This is one of the hands-on lesson from Udemy Oil and Gas Process Simulation/Modelling Using Aspen HYSYS course Given...
Aug 29, 20212 min read
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PLANT DESIGN PROJECT - RESOURCE RECOVERY FROM WASTEWATER TREATMENT PLANT INTO VALUE ADDED PRODUCTS
Acknowledgement I would like to give credit and expression of gratitute to Ikmal Haziq, Lee Zee Khai, Amira Masturina and Nur Amieza for...
Aug 1, 20211 min read
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