cristinasprogrammingadventure

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.

Car_Accidents_2023_Barcelona

CristinaCosma

Config files for my GitHub profile.

CV

Machine-Learning-for-breast-cancer-detection

Anomaly Detection using classification with malignant / benign tumors dataset

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.

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.

cristinasprogrammingadventure/Base-de-dades

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

cristinasprogrammingadventure/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.

cristinasprogrammingadventure/Car_Accidents_2023_Barcelona

cristinasprogrammingadventure/CristinaCosma

Config files for my GitHub profile.

cristinasprogrammingadventure/CV

cristinasprogrammingadventure/Data_structures

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

cristinasprogrammingadventure/Machine-Learning-for-breast-cancer-detection

Anomaly Detection using classification with malignant / benign tumors dataset

cristinasprogrammingadventure/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.

cristinasprogrammingadventure/ML_unsupervised

Machine Learning : Clustering with neural networks using Facebook data

cristinasprogrammingadventure/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.

cristinasprogrammingadventure/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.

cristinasprogrammingadventure/web_scraping

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

cristinasprogrammingadventure/ecohortapp

Curs Golang App Eco Hort (Oriol Tinoco)

cristinasprogrammingadventure/estructuras_de_control

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

cristinasprogrammingadventure/estructures_Dataframe

cristinasprogrammingadventure/Examining-Data

Examining Data with Python

cristinasprogrammingadventure/Git_GIT-GITHUB_course

cristinasprogrammingadventure/hello_python

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

cristinasprogrammingadventure/ML_classification

Classification of wine category with a variety of models

cristinasprogrammingadventure/PRE-PROCESSING-DATA

Matpotlib and Seaborn plots, movies dataframe

cristinasprogrammingadventure/Price-Forecasting-time-series

Price trends analysis and forecasting using Prophet time series and Simple Moving Averages (SMA) for periods of 20, 50, 100, and 200 days

cristinasprogrammingadventure/programacio_numerica

Python functions, Numpy, Pandas

cristinasprogrammingadventure/Python-Matplotlib-basic-visualizations

Python Matplotlib basic visualizations for Data Analytics

cristinasprogrammingadventure/QGIS-cheat-sheet

Cheat sheet for PyQgis

cristinasprogrammingadventure/R_plots_probability

Perceptions of Probability and Numbers

cristinasprogrammingadventure/SkLearn_Train_Test

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

cristinasprogrammingadventure/visualitzacio_exploratoria

cristinasprogrammingadventure/Visualitzacio_grafica_multiples_variables

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