Domingos de Eulária Dumba's repositories
LaptopPriceAnalysis
Laptop price prediction model using XGB, Ridge, Lasso and SciKit-learn's Linear Regression. In the end, I deployed the best one using Joblib and Gradio.
AngolaHDIvsEducationAndHealthSpendingAnalysis
Analysing the HDI and Spending of angolan government, on health and education, between 2002 and 2021.
AngolaPrivateBankingAnalysis_HC
Analysis of the 'Big Five' private banks performance of Angola, in terms of net income, between 2018 and 2022.
AngolaPrivateBankingAnalysis_SC
Continuing the analysis of the Angola big five private bank institutions in terms of net income, now, concerning services coverage.
custodevida_cplp2023
Análise de preços dos principais produtos e serviços nos países da CPLP, que têm os seus dados disponíveis, para o ano de 2023, em USD. Fonte: preciosmundi.com.
custodevida_cplp2023_python
Price analysis of the main products and services in the CPLP countries, which have their data available on preciosmundi.com, for 2022, using python.
DomingosdeEulariaDumba
My personal repository
IMDbTop100Movies_directors
Analysis of the IMDb Top 100 Movies' directors influence (Rating, Budget and ROI).
KidsRightsIndexAfrica_2013to2022
Africa Kids Rights Analysis (2013-2022).
kleanee_ClusteringAnalysis
In this project, with the K-Means Algorithm, I identify the clusters of the multinational corporation Kleanee, so that its marketing team can define the best strategy for the next campaign.
kleanee_ClusteringAnalysis_pt2
It's the continuation of my kleanee_ClusteringAnalysis project, in which I include the Silhouette Method for KMeans Clustering.
kleanee_DBSCAN
Continuing about clustering, using the same dataset I used in my KMeans Projects, I implemented the DBSCAN algorithm to compare their results.
Kleanee_RegressionAnalysis
This project aimed at studying the relationship between the Spending Score and Age (firstly introduced in my Clustering Project).
MarketingCampaignPrediction
A telemarketing model to predict campaign subscriptions in a portuguese bank institution.
MarketingCampaignPrediction2
Continuing with telemarketing model to predict campaign subscriptions in a portuguese bank institution. For this project I have evaluated the performance of four resampling techniques and selected the best one to implement the logistic model.
MLmodel_webapp
Deploying a ML model as a Web app using Gradio.
MyCompanyDatabase
Database of a non existent company with application of primary, foreign and composite keys, in addition to several C.R.U.D operations (adapted from https://www.youtube.com/watch?v=HXV3zeQKqGY).
MyMall_Apriori
In this project I present a ML model for products association using Apriori algorithm, from MLxtend library.
MyMall_FPGrowth
This project is a sequel of MyMall_Apriori by which I analyse a mall products associations using the FPGrowth Algorithm, from MLxtend library.
Penguins_Classification
Multiclass classification model of penguins species.
realestatevaluation
Real Estate Valuation with multivariate analysis.
automobilesalesdashapp
Creating and launching an app for the automobile sales statistics dashboard
IMDb250_stars
IMDb 250 analysis (Stars vs Gross ROI/Rating)
marketbasketanalysis
This is a supermarket basket analysis using FPGrowth.
myABtesting
Generating data for hypothetical A/B test.
myairpassangersattempt
This is my take on air passengers time series.
starter-flask-api
Cyclic Flask Api Starter
superstore-sales_clustering
Superstore clustering for furniture products.
superstore-sales_clusterprediction
Superstore clusters prediction with Lasso and Ridge
usretailsalesforecast-waterandalcohol-
In this project I present the US weekly retail sales forecast from the USDA's Economic Research Service (ERS) report.