Davisy
Data Scientist @dlab-tz | Software Developer | Technical Writer | ML Course Author
Tanzania Data Lab (Dlab)Dar es salaam,Tanzania
Pinned Repositories
Credit-Card-Fraud-Detection-using-PYOD-Library
Identify fraudulent credit card transactions by using Anomaly Detection techniques.
Deep-Leanrning-with-Tensorflow-2.0-
How to use Tensorflow 2 to solve different Deep Learning Problems, from images, text data and tabular data
Deploy-NLP-Model-with-FastAPI
Learn how to build and deploy NLP model with FastAPI
Detect-and-Translate-Text-Data
How to detect language and translate text data into the language of your choice when working on a NLP project
Financial-Inclusion-in-Africa-App
A Data science app to predict who in Africa is most likely to have a bank account?
Hyperparameter-Optimization-Techniques
Different hyperparameter optimization methods to get best performance for your Machine Learning Models
Model-Deployment-by-using-Flask
How to deoploy your machine learning model by using Flask Framework
Run-Machine-Learning-Experiment
How to run Machine learning experiment by usnig command line
SMS-Spam-Text-Classification
How to classifiy spam sms by using NLP
Standard-Bank-Tech-Impact-Xente-credit-scoring-challenge
Zindi competition on predicting the likelihood of credit default of ecommerce clients
Davisy's Repositories
Davisy/Deploy-NLP-Model-with-FastAPI
Learn how to build and deploy NLP model with FastAPI
Davisy/Financial-Inclusion-in-Africa-App
A Data science app to predict who in Africa is most likely to have a bank account?
Davisy/SMS-Spam-Text-Classification
How to classifiy spam sms by using NLP
Davisy/Tanzania-Tourism-Prediction-App
A simple machine learning app to predict how much money a tourist will spend when visiting Tanzania.
Davisy/Swahili-News-Classifier-API
An API developed by using the FastAPI library and uses an NLP model to classify the category of the news in the Swahili language.
Davisy/Credit-Card-Fraud-Detection-using-PYOD-Library
Identify fraudulent credit card transactions by using Anomaly Detection techniques.
Davisy/Swahili-News-Classifier-Streamlit-App
A simple Streamlit App to classify swahili news into different categories.
Davisy/Exploratory-Data-Analysis-
How to find insights,patterns and test your hypothesis in your dataset.
Davisy/Swahili-Tweet-Sentiment-Analysis-App
A simple app to analyze the sentiment of Swahili tweets.
Davisy/Davisy
All about Davis David
Davisy/HIV-AIDS-DATASETS-FROM-PEPFAR-COUNTRIES-IN-AFRICA
There are 7 datasets related to HIV/AIDS from PEPFAR countries in Africa (17 countries).These datasets focus on different HIV/AIDS topics
Davisy/Twitter-Scraping-App
A simple app to scrap data from Twitter.
Davisy/VOA-Swahili-Dataset
The repository contains Swahili data from VOA.
Davisy/-Mobile-Price-Predecition-Streamlit-App
Mobile-Price-ML-Classification-Project
Davisy/Aibro-ML-Model-Deployment
The Fastest and Simple way to Deploy Machine Learning Model to the Cloud with Aibro
Davisy/ASR-data---Zindi-7th-place-solution
Davisy/deepspeech-rest-api-kiswahili
This REST API is built on top of Mozilla's DeepSpeech. It is written based on examples provided by Mozilla. It accepts HTTP methods such as GET and POST as well as WebSocket. To perform transcription using HTTP methods is appropriate for relatively short audio files while the WebSocket can be used even for longer audio recordings.
Davisy/Feature-Engineering-and-Feature-Selection
How to transform and select variables/features when creating a predictive model using machine learning.
Davisy/Guide-to-Using-a-Proxy-with-Python-Requests
This repository provides a comprehensive guide on how to use a proxy with Python Requests library.
Davisy/industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Davisy/streamlit-twitter-scraper
Beautiful and easy to use web application that scrapes tweets that contain any word of the user's liking.
Davisy/swahili-text-gcn
Graph Convolutional Network for Swahili News Classification: https://arxiv.org/abs/2103.09325
Davisy/Time-Series-Forecasting-with-Pycaret-and-QuestDB
How to access time series data from QuestDB Data storage and train a forecasting model using Pycaret Library
Davisy/E-commerce-ScrapingBee-API
A simple API from ScrapingBee to collect data from the e-commerce platform
Davisy/Financial-Incusion-in-Africa-Dashboard
This is a Data visualization Dashboard for Dataset focusing on the financial inclusion in Africa from 2026 to 2018 in 4 countries in East Africa Community
Davisy/Gender-Based-Violence-Tweet-Classification-App
A Data science app to classify tweets about GBV without using keywords.
Davisy/masakhane-preprocessing
Building an effective preprocessing tool for African languages
Davisy/Plagiarism-checker-Python
A python project for checking plagiarism of documents based on cosine similarity
Davisy/Scrapy-Vs-Selenium-Test
Test the speed of scrapy and selenium when scraping data from a website.
Davisy/Selenium-Web-Scraping
How to scrape data from dynamic websites using various techniques from Selenium Python Package