Brian-McHugh

CNN-Classification

Using Python and Pillow, create and organize a dataset of images of common household items in various positions. Utilize Matplotlib, TensorFlow, Keras and three CNN models pre-trained on the ImageNet dataset to classify the objects. Review model performance with Pandas and Tableau and build a website to visualize the Tableau tables and charts.

education-cryptomoji

YouTube-ETL-Project

Create a North American database for YouTube top trending videos

algoPrep

Improve ability to solve coding challenges and find most efficient solution sooner.

BeautifulSoup

Using Python, BeautifulSoup, MongoDB and Flask, display pertinent Mars imagery and data that has been scraped from NASA websites.

SDCND-P3-Behavioral_Cloning

Using a driving simulator, create a dataset of tens of thousands of images (along with the associated steering angle, throttle and speed data for each image) and use them to train a Convolution Neural Network written in Python with TensorFlow and Keras that can successfully navigate the race track in the simulator with no user interventions.

SDCND-P4-Advanced-Lane_Finding

Using Python, Numpy, OpenCV, Matplotlib and Scipy, write a software pipeline that will test and ultimately utilize various computer vision techniques to alter images in a given video of highway driving and output a new video with virtual lane boundaries.

SDCND-P5-Vehicle_Detection

Utilizing Python, Numpy, Matplotlib and Scikit-Learn, take a sample video that includes moving vehicles and write a software pipeline that outputs another video with the vehicles captured within bounding boxes.

better-boiler

webpack and babel boiler setup for React / CSS / HTML

Bootstrap_Dashboards

Using Bootstrap, Pandas, HTML and CSS, convert a dataset in csv format into a responsive data visualization dashboard website to display weather data observations.

Brian-McHugh-CitiBike

Use Tableau to evaluate NYC CitiBike user data

Brian-McHugh.github.io

Build-a-Burger

Use React and CSS to build a visually appealing, simple burger ordering system

Contacts-App

D3

An exercise in data journalism, use JavaScript and D3.js to bring health data in csv format to life by creating an interactive scatter plot within a webpage.

DOM

Using only JavaScript, HTML, CSS and D3.js, write code that will create a table dynamically based upon a dataset, with an option for users to filter the table data for specific values.

FlashQuiz

Jupyter

Create a Python script for analyzing the financial records of a company, and another to help a town modernize its vote-counting process.

Leaflet

Create an interactive map of recent earthquake data using Leaflet.js

Legalization-Impacts

OpenWeatherMap

Create a script that utilizes a simple Python library and the OpenWeatherMap API to visualize the weather of 500+ cities across the world

Plotly

Using D3 (JavaScript) on the front end and Flask (Python) on the back end, build a web-based dashboard with interactive charts to visualize the Belly Button Biodiversity Dataset. Use SQLAlchemy (Python) to establish and manage a database connection to a provided SQLite file. Use Plotly.js to build pie, bubble and gauge charts to display sample data and deploy the application to Heroku.

Py_Academy

Make strategic decisions regarding future school budgets and priorities.

Pyber

Offer data-backed guidance on new opportunities for market differentiation for a ride-share company

Pymaceuticals

Analyze data for a pharmaceutical company to see how four treatments compare

Pymoli

As Lead Analyst for an independent gaming company, analyze the data for the company's most recent fantasy game Heroes of Pymoli.

ReactEmptyBoiler

Basic file setup for a full stack React app

SDCND-P12-Semantic_Segmentation

Identify drivable area in images using a Fully Convolutional Network (FCN)

SQL

Perform data modeling, data engineering and data analysis on employee data with CSV files and a SQL database.

SQLAlchemy