leepingtay
Interested in using statistical analysis, data visualization, and machine learning to solve real world problems.
Pinned Repositories
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
deep_learning_digits_recognition_keras
Deep Learning Neural Network Multi-Class Classification Modeling - Digits Recognition Using Keras in Python. Identify digits from a dataset of tens of thousands of handwritten images.
deep_learning_LSTM_RNN_sms_spam_detection
Created NLP Text Classification model to detect spam text messages using Keras LSTM Recurrent Neural Network (RNN) in Python
linear_regression_college_admission
Performed linear regression and residuals analysis on college tuition fees and admission rate in R.
Predict_Customer_Churn
Predict will a customer churn using Python. Built and train eight models. Final optimized random forest model received an AUC of 0.86.
predictive_analytics_heart_disease
Machine Learning Classification Modeling in Python. Predicted will a critically ill patient who undergoes a right heart catheterization expire during the procedure.
tidytuesday_projects
My data exploration and visualization projects for R Tidytuesday weekly community event.
time_series_forecasting_energy
Perform time series forecasting on energy consumption data using XGBoost model in Python..
world_university_rankings
Created Plotly graphs on The Times Higher Education World University Rankings in Python.
leepingtay's Repositories
leepingtay/tidytuesday_projects
My data exploration and visualization projects for R Tidytuesday weekly community event.
leepingtay/time_series_forecasting_energy
Perform time series forecasting on energy consumption data using XGBoost model in Python..
leepingtay/world_university_rankings
Created Plotly graphs on The Times Higher Education World University Rankings in Python.
leepingtay/amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
leepingtay/awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
leepingtay/deep_learning_digits_recognition_keras
Deep Learning Neural Network Multi-Class Classification Modeling - Digits Recognition Using Keras in Python. Identify digits from a dataset of tens of thousands of handwritten images.
leepingtay/deep_learning_LSTM_RNN_sms_spam_detection
Created NLP Text Classification model to detect spam text messages using Keras LSTM Recurrent Neural Network (RNN) in Python
leepingtay/linear_regression_college_admission
Performed linear regression and residuals analysis on college tuition fees and admission rate in R.
leepingtay/Predict_Customer_Churn
Predict will a customer churn using Python. Built and train eight models. Final optimized random forest model received an AUC of 0.86.
leepingtay/predictive_analytics_heart_disease
Machine Learning Classification Modeling in Python. Predicted will a critically ill patient who undergoes a right heart catheterization expire during the procedure.
leepingtay/R_Shiny_Dashboards_UserActivity
Created an interactive R Shiny Dashboard with exploratory data analysis and data visualization on Scratch User Activity.
leepingtay/Simple-Python-Chatbot
leepingtay/spark-nlp-workshop
Public runnable examples of using John Snow Labs' NLP for Apache Spark.
leepingtay/web_scraping_IMDB_usingR
leepingtay/web_scraping_Nasdaq_News_Python
To extract information on most active Nasdaq stocks from Nasdaq news website using Python