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data-visualization

Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).

data-visualization-with-python

Discover how Matplotlib and Seaborn can help clearly communicate and present your newly acquired insight

data-warehouse-concepts-design-and-data-integration

Repo for Data Warehouse Concepts, Design, and Data Integration by University of Colorado System (coursera)(Notes,Assignments, quiz and research papers)

data-warehouse-for-business-inteligence

data_science_for_all

Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone

data_visualization

A collection of my data visualizations, mostly in Python.

datasciencebasics

Intro to Pandas (and numpy arrays) in Python

datasciencecoursera

This repo is specially created for all the work done my me as a part of Coursera's Data Science Specialization.

datasharing

The Leek group guide to data sharing

dataviz

A book covering the fundamentals of data visualization

dataviz-1

Data Visualization With Matplotlib and Seaborn

developer-roadmap

Roadmap to becoming a web developer in 2021

django-2021

dopp3

Data oriented programming paradigms exercise 3

dopp_analyze_influenza

dopp_butterfly_wing_shapes

eda

EDA is an approach to analyzing datasets to summarize their main characteristics often with statistical and visual methods, but primarily EDA is for seeing what the data can tell us beyond the formal modeling or hypothesis testing task.

feature_engineering_session_dhs18

Contains code and presentation for my interactive hack session, 'Effective Feature Engineering: A Structured Approach to Building Better Machine Learning Models' where we look at two interesting case studies on how to effectively leverage feature engineering and use a structured approach to build good machine learning models. This is created for the purpose of being presented in Analytics Vidhya's DataHack Summit 2018

final_project_2020sp

Each team creates a fork from this for their course project

flask-api-tutorials

This repository contains the RESTful APIs developed showing the capabilites of Flask and how to modularize the same code using some advanced features of Flask

flask-realtime-todo

Realtime CRUD Python application built with Flask, Vanilla JavaScript and Pusher

free-data-science-books

Free resources for learning data science

graph-notebook

Library extending jupyter notebooks to integrate with Apache TinkerPop and RDF SPARQL.

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

learndatascience

Open Content for self-directed learning in data science

learning-social-media-analytics-with-r

This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt

linear-algebra

linear-algebra-1

Linear Algebra

linear-algebra-2

linear-algebra-basics

Linear Algebra Fundamentals for Machine Learning