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baseball_data_visualization_in_tableau

Data Visualization - highlighted trends or patterns in the baseball player data

bigcode-dataset

create-a-movie-website-html-css

Object-Oriented Programming with Python

creating_customer_segments_with_arvato

Unsupervised Learning - Project with Arvato Financial Services

eda-bay-area-bike-share-analysis

Analyzing bike rental data from Bay Area Bike Share

enron_scandal_machine_learning_model

Machine Learning - Identified persons of interest in the Enron fraud case

finding_donors_for_charityml

Supervised Learning - Developed classification models that accurately predict whether an individual makes more than $50,000 using 1994 US Census data.

flower_image_classifier_with_dnn

Deep Learning - Developing an AI application using PyTorch to recognize different species of flowers.

interactive_quizzes

Python Programming Foundations

openstreetmap-data-with-sql

Data Wrangling - Audited, cleaned, and imported Las Vegas data into SQLite database and run queries to inspect the cleaned data

proj_predictive-modeling-for-house-prices-in-boston

Big Data Predictive Analytics/Machine Learning Project - Sogang Graduate School of Information Technology

stroop-effect-statistical-hypothesis-testing

Inferential Statistics - Perform a statistical test on a dataset based on a psychological phenomenon, the Stroop Effect

titanic_data_analysis

Data Analysis - Use Python libraries such as NumPy, Pandas, and Matplotlib to answer posed questions and communicate the findings

ud120-projects-machine-learning

Supervised Learning: Naive Bayes, SVM, Decision trees, Regressions; Unsupervised Learning: K-means clustering , PCA; Validation: Cross validation, GridSearchCV

vggsound_audiocaps_downloader

Downloading VGGSound and AudioCaps datasets of annotated segments from YouTube videos.

white-wine-quality-eda-with-r

Exploratory Data Analysis - Investigated a dataset of 4,898 white wines and performed univariate, bivariate and multivariate exploration and visualization.