muriel kosaka's repositories
Speech_Emotion_Recognition
Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.
AirPassengers_TimeSeries
Demonstrating the efficiency of pmdarima’s auto_arima() function compared to implementing a traditional ARIMA model.
AmazonAlexa_NLP
Sentiment analysis and topic modeling of Amazon Alexa reviews.
HeartDisease_Classification
Utilizing classification models and ensemble methods to achieve high accuracy in determining if an individual has heart disease or not.
MNIST_PCA_CNN
Preprocessing MNIST data with PCA to build more efficient CNN model.
ASD_Traits_Predicting_Age
Using Autism Screening Data from Kaggle and creating a linear regression model to predict age.
Python_Basics
Explaining the basics of Python concepts -- Objects and Classes, and Generators
Classification_Model
Create a classification model that will correctly predict whether a person will make over the median income based on different attributes.
Coursera_Capstone
Capstone project for Data Science Specialization Certificate offered by IBM Coursera
COVID19_TimeSeries
Time Series analyses on the COVID19 Dataset provided by Johns Hopkins University
Movie-industry-analysis
Analyzing data webscraped from BoxOfficeMojo to determine factors that impact a movies success at the box office by exploring films from 2018 and 2019.
unirest-python
Unirest in Python: Simplified, lightweight HTTP client library.