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big_data_techniques_c7084

The aim is to gain a smart understanding of which waterpoints will fail and improve maintenance operations to ensure clean potable water to communities across Tanzania.

data_visualizations_c7083

A series of scripts utilising different data visualisation techniques on data sets sourced from the TidyTuesday datasets

introduction_to_deep_learning_c7082

Sourced from the Arya, Sunny; Singh, Biswabiplab (2020), “Wheat nitrogen deficiency and leaf rust image dataset”, Mendeley Data. Image dataset consisting of 1459 images of wheat leaves, split into 2 subsets 600 in the nitrogen deficent group (300 deficient, 300 control) and 859 leaves infected with leaf rust(368 infrcted, 491 conrtol). The aim of this project is to use a convoltional neural network to correctly identify the plants infected with leaf rust.

machine_learning_estimation_of_grass_herbage_mass_using_uav_data

tidy_tuesday

Weekly data science project for practicing data wrangling and visualisation

tidytuesday

My attempts at data visualisation with data coming from the `https://github.com/rfordatascience/tidytuesday`