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A curated list of Earth Science's Artificial Intelligence (AI) tutorials, notebooks, software, datasets, courses, books, video lectures and papers. Contributions most welcome.

A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source

Notebooks in Python 3 for a introductory course in data analysis

Analysis notebooks for the geolink well log dataset

This repository is a collection of Jupyter Notebooks 📔containing Exploratory Data Analysis 📊 and Models on different Datasets which are taken from kaggle.

This repository contains all the Jupyter notebook showcasing the application of Machine Learning

Customer Service Requests Analysis is one of the practical life problems that an analyst may face. This Project is one such take. The project is a beginner to intermediate level project. This repository has a Source Code, README file, Dataset, Image and License file.

Code and notebook for text summarization with BERT along with a simple baseline model. Includes a research-backed treatment on the state of transfer learning, pretrained models, NLP metrics, and summarization dataset resources.

Pipeline to get data sources from Instituto Nacional de Salud - INS related to Covid19 cases daily report in Colombia to create datasets.

Jupyter Notebooks holding Data Science projects

This repository will contain some of my solution notebooks for popular ML Datasets

Data Science notebooks and datasets

Analysing Boston Crime Dataset, using Jupiter Notebook.

Repository contains notebooks and datasets on no. of flights departures, passengers flew, flights crashed etc.

A tutorial on GPT2 language model training with texts from Shakespeare

[Python] Jupyter's notebook illustrating several methods for analyzing a dataset with the historical results of various lotteries. The example shows how to analyze the linear relationship between individual fields, using the extension of the data set with astronomical data, and shows how to visualize the distribution of numbers at individual pos…

notebooks/Aula_001_Séries_Temporais_(Time_Series)_Parte_1.ipynb

Contains notebooks and datasets to tune the evaulation weights in SoFCheck

Supplementary material (Python, Jupyter notebooks and MATLAB scripts) to arXiv preprint 1903.11815