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FridahKimathi/README.md

Hi there , I'm Fridah!

I am a data scientist with expertise in data analysis, visualization, and machine learning. My goal is to utilize these skills to drive impactful business outcomes in a collaborative and innovative environment. I thrive on continuous learning and development, and have experience developing predictive models using Scikit-Learn and Keras and working with SQL, Tableau, and Python for data preparation, analysis and visualization.

Languages, Databases and Libraries

html5  css3  mysql   sqlite   mongodb python  pandas   numpy   scikit-learn  tableau seaborn  Matplotlib  pyspark  tensorflow 

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  1. Skin-Disease-Image-Classifier-for-Accurate-and-Accessible-Diagnosis Skin-Disease-Image-Classifier-for-Accurate-and-Accessible-Diagnosis Public

    This project aimed to develop a skin disease image classifier that can identify skin diseases in images uploaded by users. The classifier was integrated into a website where users can upload photos…

    Jupyter Notebook 11 12

  2. Bank-Customer-Churn-Prediction Bank-Customer-Churn-Prediction Public

    This project aims to develop an accurate customer churn prediction system for the banking industry to proactively retain customers and mitigate revenue loss.

    Jupyter Notebook 2

  3. Water-Pump-Functionality-Prediction-in-Tanzania Water-Pump-Functionality-Prediction-in-Tanzania Public

    The project uses a supervised machine learning model to predict with high accuracy whether a pump is functional or not. This has the potential to greatly improve access to clean water in Tanzania a…

    Jupyter Notebook 2

  4. Book-Recommendation-System Book-Recommendation-System Public

    The project used Python to create a personalized book recommendation system that analyzed users' past ratings on books to identify their preferences and patterns and suggested books that the user i…

    Jupyter Notebook

  5. House-Sales-in-King-County-Washington-USA House-Sales-in-King-County-Washington-USA Public

    The project used Python to perform exploratory and predictive analysis on 21,597 homes in King County in the years 2014 and 2015 and created a linear regression model that predicted the house selli…

    Jupyter Notebook 1

  6. Tamos-hotel-and-restaurant Tamos-hotel-and-restaurant Public

    This project is a dummy hotel and restaurant website that provides users with a modern and user-friendly experience to learn about the hotel and restaurant offerings, make reservations, and explore…

    HTML 1