https://github.com/AzlinRusnan/Optimizing_CSAT_Through_Sentiment-Analysis_and_Predictive-Modeling

This study focuses on optimizing Customer Satisfaction (CSAT) analysis through Sentiment Analysis and Predictive Modeling. Using Natural Language Processing (NLP) and Machine Learning (ML), the project improves sentiment classification accuracy, aligns sentiment scores with CSAT ratings, and enhances predictive modeling performance.

Last synced: 23 Jul 2025

https://github.com/azlinrusnan/movielens_data_analysis_with_mongodb_and_cassandra

This project presents an analysis of the MovieLens 100k dataset using Apache Spark integrated with MongoDB and Cassandra. The dataset includes user information, movie ratings, and movie details, providing a comprehensive basis for exploring user preferences and movie popularity.

cassandra ml-100k mongodb python spark

Last synced: 02 Feb 2026

https://github.com/azlinrusnan/bank_turnover_analysis

This repository offers advanced solutions for efficient data handling, processing, and analytics.

Last synced: 15 Aug 2025

https://github.com/azlinrusnan/optimizing_csat_through_sentiment-analysis_and_predictive-modeling

This study focuses on optimizing Customer Satisfaction (CSAT) analysis through Sentiment Analysis and Predictive Modeling. Using Natural Language Processing (NLP) and Machine Learning (ML), the project improves sentiment classification accuracy, aligns sentiment scores with CSAT ratings, and enhances predictive modeling performance.

Last synced: 25 Jun 2025

https://github.com/azlinrusnan/analysis_of_airlines_on_time_performance

Last synced: 21 Feb 2026

https://github.com/azlinrusnan/iris_pyspark_analysis

Iris Classification using PySpark

apache pyspark-mllib python r spark

Last synced: 12 Apr 2026

https://github.com/azlinrusnan/stqd-6214-mathematical-statistic-with-computing

This repository houses a comprehensive mathematical learning guide, supplemented with practical R computing resources.

Last synced: 21 Feb 2026

https://github.com/azlinrusnan/data-mining

This repository showcases a compilation of R code related to the Data Mining course.

Last synced: 21 Feb 2026

https://github.com/azlinrusnan/machine-learning

Last synced: 21 Feb 2026

https://github.com/azlinrusnan/large_language_model-sentiment_analysis_chatbot

An interactive chatbot that classifies customer feedback as Positive 😊 or Negative 😞 using a fine-tuned BERT model. Runs inside Jupyter Notebook with a simple UI and achieves near 100% accuracy on validation data.

Last synced: 15 Mar 2025

https://github.com/azlinrusnan/ticket_age_prediction_using_regression

This project predicts how long IT support tickets will remain unresolved. It uses machine learning regression methods, like Random Forest and Gradient Boosting (GBM). The model helps teams proactively manage tickets, r

Last synced: 15 Mar 2025

https://github.com/azlinrusnan/azlinrusnan

Last synced: 18 Feb 2026

https://github.com/azlinrusnan/sleep_quality_analysis

This repository offers an analysis on Sleep Quality Analysis using Multiple Linear Regression

Last synced: 30 Jul 2026

https://github.com/azlinrusnan/transformers_and_generative_ai

Last synced: 19 Jul 2026

https://github.com/azlinrusnan/telephony-performance-report

This repository demonstrates my expertise in telephony data analysis, reporting, and dashboard creation. Feel free to explore the report and share your feedback!

Last synced: 25 Feb 2026

https://github.com/azlinrusnan/housing_price_analysis

Predicting the prices of houses and the variables affecting it using MLR

Last synced: 04 May 2026

https://github.com/azlinrusnan/sla_report

This repository demonstrates my expertise in data analysis, reporting, and dashboard creation. Feel free to explore the report and share your feedback!

Last synced: 06 Mar 2026

https://github.com/azlinrusnan/voice_aging_analysis_using_forier-transform_fft_and_stft

Last synced: 25 Jun 2026

https://github.com/azlinrusnan/reproducing-ddpm-figures-using-python-and-hugging-face-cifar-10-lsun-celeba-hq-

Last synced: 30 Sep 2025

https://github.com/azlinrusnan/stqd6014-data-science

Last synced: 21 Feb 2026

https://github.com/azlinrusnan/image_analysis_using_r_and_imager

This project demonstrates various image processing techniques using the imager package in R.

image imager r

Last synced: 21 Feb 2026

https://github.com/azlinrusnan/parkinson-s_disease_voice_analysis_and_updrs_prediction

Last synced: 21 Feb 2026

https://github.com/azlinrusnan/python-coding

This repository encompasses my self-learning journey in Python, featuring all the materials and resources I've included for reference.

Last synced: 21 Feb 2026