data-pb Goto Github PK

-pharmaceuticals-inc.

The purpose of this study was to compare the performance of drug of interest, Capomulin, versus the other treatment regimens using pandas, matplotlib.

advanced-data-storage-and-retrieval-exercise

Analysis of Hawaii weather using SQLAlchemy ,Python, Matplotlib and to create a weather API to do a climate analysis based on the data stored in SQLite database.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-springboard-capstones

Place for collecting great projects/capstones from previous springboard students.

belly-button-biodiversity

An interactive dashboard to explore the Bacteria Biodiversity dataset, using Plotly.js to create visualizations

data-journalism-

JavaScript application that uses D3 to create an interactive visualization exploring relationship between demographics and health risk factors across U.S.

data-pb

Config files for my GitHub profile.

data-science-resources

data_science_projects

earthquakes-dataset

Visualizing the last seven days of US earthquake data using USGS GeoJSON and Leaflet to create the map

employee-database

Inspected the CSVs and sketched out an ERD of the tables. Used the information to create a table schema for each of the six CSV files by specifying data types, primary keys, foreign keys, and other constraints. Imported each CSV file into the corresponding SQL table. Import the SQL database into Pandas using the following: from sqlalchemy import create_engine

fantasy-game-analysis-

Data Analysis on purchasing data of "Pymoli" a fantasy video game and PyCitySchool to draw meaningful insights using Pandas.

financial-and-vote-analysis

Analyzed financial records of a company using python

god-level-data-science-ml-full-stack

A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

miniprojects

Random mini projects

mission-to-mars

A web application that scrapes various websites for data related to the Mission to Mars and displays the information in a single HTML page.

newyork-city-tree-census-

nlp-natural-language-processing

Projects and useful articles / links

openweathermap-api

Created a Python script to visualize the weather of 500+ cities across the world of varying distance from the equator

planet-hunting-data

Created machine learning models capable of classifying candidate exoplanets from the raw dataset. Preprocessed the dataset prior to fitting the model. Performed feature selection and remove unnecessary features. Used MinMaxScaler to scale the numerical data. Separated the data into training and testing data. Used GridSearch to tune model parameters.

practical-statistics-for-data-scientists

Code repository for O'Reilly book

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

sqlproject

stat-mod-fresh-approach-python

Python examples and code to replicate the R analysis used in the Computational Technique sections of each chapter from Statistical Modeling: A Fresh Approach (2nd Edition)

ufo-sighting

An interactive webpage to display a table of UFO sightings filtering data through an HTML form using JavaScript and D3.js

web-design-

Used HTML and CSS to create a dashboard showing off the analysis.