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ai_course_saopaulo

Artificial Intelligence Course at Escola de Inteligência Artificial de São Paulo - there many links to videos and codes (Portuguese).

book_html5_css3

Codes and examples from the book "New Perspectives - HTML 5 and CSS3".

bookinghotelapp

Booking Mobile Hotels is an app conceived and implemented to be the online room booking application for a Hotel company, which will interact directly with its customers without any middle application such as Trivago. Project of Intro to Mobile App Dev Course (CSIS 3175) at Douglas College.

customerselfregularizationsystem

The main goal is the development of conceptual modeling of a system to allow each customer in default to define the best payment option among some conditions defined by company, within a specific and exclusive web area (Software Engineering Final Project - CSIS3275 - Douglas College).

dbt-training

deployml_django

deploymlmodels_django

How to build and deploy ML models with Django

fantasysocceranalysis

Data munging, analysis and modeling of popular fantasy soccer in Brazil (period 2014-2019).

fortune1000_businessvalue_analysis

The purpose of this project is to examine the business value of online search advertising strategies, using Fortune1000 companies dataset since it provides outcome variables which can be applied to analyze the business value of online search advertising.

heartfailuredetection_analysis

The goal is to test whether the levels of creatinine phosphokinase, ejection fraction, diabetes, serum creatinine, serum sodium, smoking, high blood pressure and anaemia are associated with higher likelihood of heart failure, a kind of cardiovascular problem.

javaproject_softengineering

Hands-on Java Project for Software Engineering Course - CSIS 3275 - Douglas College.

machinelearning_examples

Implementation of some Machine Learning algoritms using Jupyter Notebooks - excellent for basic knowledge and experience.

nifiregistrytest

nlp_textclassification_examples

Very good experience for training with Natural Language Processing using NLTK and Scikit-learn.

predictingusedcarsales

Machine Learning model to determine the final price of a specific used vehicle using a dataset with information of used vehicles obtained from Craigslist.org website.

predictionphishingwebsites

This code is based on the paper "Detection and Prediction of Phishing Websites using Classification Mining Techniques" by Mofleh Al-diabat (International Journal of Computer Applications; Volume 147 - No. 5, August 2016)

project02_django_ml

python_examples

Sample python codes for studying

telcocustomerchurn_analysis

Data modeling using Machine Learning to predict customer churn for a telecomm company ("Telco") - Customer churn is when a customer decides to switch a service/product provider. The same case was developed in Python and R.

vancouverpublictrees_biovaluesdashboard

Tableau Dashboard developed to present the geolocation of public trees on boulevards in the city of Vancouver (Canada) with they genus, species, and specific information, beyond that some biovalues.

virtualcontrol_opencv

Very good example of using OpenCV to create a virtual control of a car.

worldcovid19_clusteringanalysis

The purpose of this project is to apply cluster analysis to country-level COVID-19 data to examine the incidence of COVID-19. The dataset is called “World_Covid19_cases.csv'” that contains country-level COVID-19 cases report by https://www.worldometers.info/coronavirus/ as of July 19, 2020.