Education

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  National university of singapore

  2023 - 2024

  Professional certificate machine learning and data analytics using python

  Activities and Societies: • Data Management and Extraction – SQL, Power Pivot • Data Visualisation – Power BI, Power Pivot, Python • Data Analytics – Statistical Analysis, Exploratory Data Analysis • Machine Learning I. Supervised Learning: Classification, Regression (Logistic, Linear), Decision Tree, Support Vector Machine (SVM) II. Unsupervised Learning: Clustering (K-Means & Hierarchical), Probabilistic & Association Rule III. Neural Network & Deep Learning IV. Reinforcement Learning V. Recommendation System Projects:-Housing Resale Price Prediction Model [Logistic Regression, Linear Regression and Artificial Neural Network]-Heart Disease and Diabetes Prediction Models [Logistic Regression, Linear Regression, Random Forest, Support Vector Machine and Deep Learning]-Golf Club Operating Status Decision Making Model [Decision Tree]-Iris Classification Model based on Iris details. [K-Means Clustering]-Gender Prediction and Classification Model [Hierarchy Clustering]-Customer… Show more Projects:-Housing Resale Price Prediction Model [Logistic Regression, Linear Regression and Artificial Neural Network]-Heart Disease and Diabetes Prediction Models [Logistic Regression, Linear Regression, Random Forest, Support Vector Machine and Deep Learning]-Golf Club Operating Status Decision Making Model [Decision Tree]-Iris Classification Model based on Iris details. [K-Means Clustering]-Gender Prediction and Classification Model [Hierarchy Clustering]-Customer Segmentation based on customer details (spending, gender, income). [Hierarchy Clustering]-Product Classification Model based on product signification and details. [Artificial Neural Network]-Road Traffic Control System using Reinforcement Learning Model.-Personalized Recommendation System using Deep Learning Model.-Credit Card Payment Default Prediction Models based on customer details and payment history. [Logistic Regression, Support Vector Machine, Random Forest and Artificial Neural Network] Show less

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  Universiti teknologi petronas

  2013 - 2017

  Bachelor of engineering (hons) mechanical mechanical engineering cgpa - 3.84

  Activities and Societies: • Head of Sponsorship department for Children Provision • Head of Art and Development department for International Cultural Club • Head of Activities and Events department for American Society of Mechanical Engineers (ASME) club in UTP • President of table tennis club • MAHSISWA Basketball competition 2015 – 2nd runner up