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1. neural-network-model neural-network-model Public

   Deep learning task predicting whether applicants for funding will be successful. A neural network model was created using TensorFlow and Keras Tuner for model optimisation.

   Jupyter Notebook

2. IMDB-sentiment-classification IMDB-sentiment-classification Public

   Collaborative team machine learning project classifying reviews scraped from the IMDB website as either positive or negative using sentiment classification. Tools used: BeautifulSoup and Splinter t…

   Jupyter Notebook 2

3. supervised-machine-learning-model supervised-machine-learning-model Public

   Supervised machine learning model to predict whether a loan is high risk for 2020 data using 2019 data. Models used are the Logistic Regression and Random Forest using the library Scikit-learn.

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4. unsupervised-machine-learning-model unsupervised-machine-learning-model Public

   Unsupervised machine learning model analysing and classifying cryptocurrencies in the current market into groups using PCA, t-SNE and K-means. Visualised outputs using scatterplots and an elbow plo…

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5. UK-road-safety-analysis UK-road-safety-analysis Public

   Forked from Garywtne/Team_Project_One

   Collaborative project exploring UK road accident and vehicle data to determine which factors contribute to accident risk. Used libraries such as seaborn and matplotlib to visualise and analyse data…

   Jupyter Notebook