Data-PB
Using data to facilitate decision making and generating actionable business insights
Kansas City,MO
Pinned Repositories
-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_Science_Projects
Earthquakes-Dataset
Visualizing the last seven days of US earthquake data using USGS GeoJSON and Leaflet to create the map
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-
OpenWeatherMap-API
Created a Python script to visualize the weather of 500+ cities across the world of varying distance from the equator
Data-PB's Repositories
Data-PB/-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.
Data-PB/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.
Data-PB/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Data-PB/awesome-springboard-capstones
Place for collecting great projects/capstones from previous springboard students.
Data-PB/Belly-Button-Biodiversity
An interactive dashboard to explore the Bacteria Biodiversity dataset, using Plotly.js to create visualizations
Data-PB/Data_Science_Projects
Data-PB/Earthquakes-Dataset
Visualizing the last seven days of US earthquake data using USGS GeoJSON and Leaflet to create the map
Data-PB/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.
Data-PB/NewYork-City-Tree-Census-
Data-PB/OpenWeatherMap-API
Created a Python script to visualize the weather of 500+ cities across the world of varying distance from the equator
Data-PB/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/Data-PB
Config files for my GitHub profile.
Data-PB/Data-Science-Resources
Data-PB/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
Data-PB/Fantasy-Game-Analysis-
Data Analysis on purchasing data of "Pymoli" a fantasy video game and PyCitySchool to draw meaningful insights using Pandas.
Data-PB/Financial-and-Vote-Analysis
Analyzed financial records of a company using python
Data-PB/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
Data-PB/Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Data-PB/miniprojects
Random mini projects
Data-PB/NLP-Natural-Language-Processing
Projects and useful articles / links
Data-PB/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.
Data-PB/practical-statistics-for-data-scientists
Code repository for O'Reilly book
Data-PB/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Data-PB/sqlproject
Data-PB/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)
Data-PB/UFO-Sighting
An interactive webpage to display a table of UFO sightings filtering data through an HTML form using JavaScript and D3.js
Data-PB/Web-Design-
Used HTML and CSS to create a dashboard showing off the analysis.