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ai-resources

Selection of resources to learn Artificial Intelligence / Machine Learning / Deep Learning

block1_crawl

Code for IST 718 - Block 2 - Lessons 1, 2, 3

block2_walk

Code for IST 718 - Block 2 - Lessons 4, 5, 6

block3_run

Code for IST 718 - Block 3 - Lessons 7, 8, 9

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

data-science-projects

A collection of projects implemented on different fields varying from medical diagnosis, bakery transactions, real estate price prediction, analysis of tweets

data-visualization

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

federalist-paper-authorship-dispute-analysis

The Federalist Papers were a series of eighty-five essays urging the citizens of New York to ratify the new United States Constitution. Written by Alexander Hamilton, James Madison, and John Jay, the essays originally appeared anonymously in New York newspapers in 1787 and 1788 under the pen name "Publius." A bound edition of the essays was first published in 1788, but it was not until the 1818 edition published by the printer Jacob Gideon that the authors of each essay were identified by name. The Federalist Papers are considered one of the most important sources for interpreting and understanding the original intent of the Constitution. In the author column, you will find 74 essays with identified authors: 51 essays written by Hamilton, 15 by Madison, 3 by Hamilton and Madison, 5 by Jay. The remaining 11 essays, however, is authored by “Hamilton or Madison”. These are the famous essays with disputed authorship. Hamilton wrote to claim the authorship before he was killed in a duel. Later Madison also claimed authorship. Historians were trying to find out which one was the real author.

fin-alytics

Financial analytics

ipl-database

IPL is an Indian Premier League cricket tournament held in India every year. Players from all over the world are chosen to represent teams in India. Each team consists of eleven players and the team names are unique. In this database, I’m only going to highlight the matches played in the year 2017. Match days consist of one or more matches played in different venues. IPL would like to record the Season Year (the year when the match was held), name of the teams who competed against each other in a match (team 1 vs team 2), Toss Winner, Toss Decision, Match Winner, Match Date, by how many runs the match was won, by how many wickets the match was won and the best player of the match in their database. Matches are held in venues all over India. IPL would like to record the venue name, venue city and country. A match must be played by two teams and a team can play many matches. Each venue hosts one or more matches and each match is played in a venue.

mnistdigit-recognition

python