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base-de-dades

A compilation of MySQL exercises, with code and solutions included.

big-data

Big Data with Python and Spark (PySpark) for data analysis. It includes word count exercises, power plant analysis and soon it will include tweets analysis.

cristinacosma

Config files for my GitHub profile.

cv

data_structures

Python data structures such as : lists, random lists, nested dictionaries and methods to access data

ecohortapp

Curs Golang App Eco Hort (Oriol Tinoco)

estructuras_de_control

Control structures exercises such as conditionals and bucles, if/ else/ elif, function creation

estructures_dataframe

examining-data

Examining Data with Python

git_git-github_course

hello_python

Repository for helping learners get familiar with Python basics. It is an introduction to programming.

machine-learning-for-breast-cancer-detection

Anomaly Detection using classification with malignant / benign tumors dataset

ml_classification

Classification of wine category with a variety of models

ml_regressions

Cleaning and interpretation of data. Pre-processed. Creation of regression models (regression trees, random forest, XGBoost MODEL OPTIMIZATION REGRESSOR, other models...). Use of metrics to interpret results, modification of parameters.

ml_unsupervised

Machine Learning : Clustering with neural networks using Facebook data

nlp_project

Sentiment Intensity Analysis and other Natural Language Processing procedures applied to texts written by the main politic figures of a small town in Barcelona Area (Catalonia). Find the top-positive, top-neutral and top-negative text, person and party. Analyze trends in time; think how speech trends influence popularity before May 2023 elections.

pre-processing-data

Matpotlib and Seaborn plots, movies dataframe

programacio_numerica

Python functions, Numpy, Pandas

qgis-cheat-sheet

Cheat sheet for PyQgis

r_plots_probability

Perceptions of Probability and Numbers

sklearn_train_test

Train-Test exercises with ScikitLearn from a dataset with information about homes in Houston

text_mining

Analyzing Elon Musk Interview "Future, A.I., and Mars" In this conversation, Elon Must talks about our Future, Artificial Intelligence (A.I) and Mars at World Government Summit moderated by H.E. Mohammad Al Gergawi in Dubai.

visualitzacio_exploratoria

visualitzacio_grafica_multiples_variables

Data cleaning with Python, Pandas and regex functions. data vizualization with Matplotlib and Seaborn

web_scraping

BeautifulSoup and Selenium for web scraping : "quotes.toscrape.com", "bolsamadrid.es" "wikipedia.es Anexo: Reyes_de_España"