Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

Projects in Awesome Lists by Jimmymugendi

A curated list of projects in awesome lists by Jimmymugendi .

https://github.com/jimmymugendi/email-sms-spam_classifier

Email SMS Spam Classifier is a cutting-edge machine learning solution designed to combat spam messages in email and SMS communications. Leveraging advanced Natural Language Processing (NLP) techniques, the system preprocesses text data by tokenizing, removing stopwords, and stemming, ensuring the most accurate classification results.

data-analysis data-visualization machine-learning-algorithms pandas seaborn-plots sklearn-library

Last synced: 16 Nov 2024

https://github.com/jimmymugendi/data2bots-flask-chatbot

A simple chatbot built with Flask, designed to answer basic questions about Data2Bots. This project demonstrates a rule-based chatbot that responds to predefined questions with specific answers. It's ideal for learning how to set up a basic web-based chatbot without the need for machine learning models or APIs.

Last synced: 16 Nov 2024

https://github.com/jimmymugendi/luxdev-week-4-boot-camp

This repo focuses on operations performed in python. Interview questions that data entusiast and practitoners should be aware of.

compounddataypes dictionaries listcomprehensions loops-and-iterations palindrome-checker runtime-verification stack

Last synced: 16 Nov 2024

https://github.com/jimmymugendi/bulding-a-decision-tree-to-predict-customer-churn

This repo desribes bulding a decision tree to predict customer churn in a given organisation

accuracy-score decision-tree-classifier matplotlib-pyplot numpy pandas-dataframe scikit-learn

Last synced: 16 Nov 2024

https://github.com/jimmymugendi/bulding-domain-expert-model-on-aws-sagemaker

This repo hosts a proof-of-concept (poc) development for a domain expert model using the aws sagemaker meta llama 2 7B foundation model.

aws llama2 llms pytorch s3-bucket sagemaker-deployment

Last synced: 05 Nov 2024

https://github.com/jimmymugendi/british-airways-virtual-internship

This repo focuse on websrcappig data from British Airways customer review and analysing the data to unwind new insights.We get to work with the famous BeautifulSoup and requests, as well as pandas for dataframe manipulation and matplotlib for better visualizations of our data,

beautifulsoup matplotlib pandas requests

Last synced: 16 Nov 2024

https://github.com/jimmymugendi/british-airways-virtual-internship-task2

This GitHub repository for the British Airways project contains code and resources related to analyzing customer booking behavior with British Airways. It includes data preprocessing, exploratory data analysis, model training using the XGBoost classifier, and evaluation of the model's performance.

machine-learning pandas performance-metrics random-forest-classifier skit-learn xgboost-classifier

Last synced: 16 Nov 2024

https://github.com/jimmymugendi/youtube-clone-web

This project demonstrates the use of HTML and CSS to create a clone of the YouTube website, showcasing the ability to replicate complex web layouts and designs using basic web technologies.

css-flexbox css-grid html thumbnails

Last synced: 16 Nov 2024

https://github.com/jimmymugendi/titanic-survival-prediction-using-machine-learning

An advanced machine learning project deploying a model for Titanic passenger survival prediction, including deployment on ngrok for easy access.

deployment-tools machine-learning modelevaluation modeltraining pandas-python plots seaborn

Last synced: 16 Nov 2024

https://github.com/jimmymugendi/jim

Last synced: 16 Nov 2024