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alien_invasion

A simple Python exercise in game design, based on the first project in "Python Crash Course: A Hands On Project-Based Introduction to Programming"

deep_learning_practice

This is where I keep all of my deep learning practice notebooks. Credits to the source material have been provided.

fastai-22-23

This repo is based on FastAI's 2022-2023 courses titled "Practical Deep Learning for Coders Part 1 and 2"

fastai_test_implement

My go to repo for the fastai library. Lessons and experiments.

kaggle_home_credit_model_stability

machine_learning_practice

Random and fun exercises in "old-school" machine learning.

udacity_project_abtesting

In this project, which is part of the Data Analyst Nanodegree, we will be working to understand the results of an A/B test run by an e-commerce website. The company has developed a new web page in order to try and increase the number of users who "convert," meaning the number of users who decide to pay for the company's product. Our goal is to work through this notebook to help the company understand if they should implement this new page, keep the old page, or perhaps run the experiment longer to make their decision.

udacity_project_dataset_investigation

In this project, you will analyze a dataset and then communicate your findings about it. You will use the Python libraries NumPy, pandas, and Matplotlib to make your analysis easier.

udacity_project_exploratory_data_analysis

An exploration of Udacity's curated Vino-Verde Wine White data set, using R.

udacity_project_perceptual_phenomenon_testing

In this project, you will investigate a classic phenomenon from experimental psychology called the Stroop Effect. You will learn a little bit about the experiment, create a hypothesis regarding the outcome of the task, then go through the task yourself. You will then look at some data collected from others who have performed the same task and will compute some statistics describing the results. Finally, you will interpret your results in terms of your hypotheses.

udacity_project_query_music-store_database

udacity_project_tableau_story

The focus of this project will be to create a data visualization using Tableau that tells a story or highlights trends or patterns in a data set. This will a reflection of the theory and practice of data visualization, such as visual encodings, design principles, and effective communication.

udacity_project_us_bikeshare_data_analysis

Use Python to explore data related to bike share systems for three major cities in the United States—Chicago, New York City, and Washington. Write a script that takes in raw input to create an interactive experience in the terminal to present various statistics.

udacity_project_wrangle_and_analyze_data

Using Python and its libraries, gather data from a variety of sources and in a variety of formats, assess its quality and tidiness, then clean it. Then document your wrangling efforts in a Jupyter Notebook, plus showcase them through analyses and visualizations using Python (and its libraries) and/or SQL.