Davisy/Exploratory-Data-Analysis-

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Davisy/Exploratory-Data-Analysis-

Davisy

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How to find insights,patterns and test your hypothesis in your dataset.

Deploy-NLP-Model-with-FastAPI

Learn how to build and deploy NLP model with FastAPI

Jupyter Notebook

Model-Deployment-by-using-Flask

How to deoploy your machine learning model by using Flask Framework

Hyperparameter-Optimization-Techniques

Different hyperparameter optimization methods to get best performance for your Machine Learning Models

Jupyter Notebook

SMS-Spam-Text-Classification

How to classifiy spam sms by using NLP

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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

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Convert-Trained-ML-Models-To-Native-Code

How to use m2gen python library to transform a trained machine learning models to native code such a python, php and javascript.

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Random-Forest-classification-Tutorial

Introduction to Random Forest Algorithm for classification problem and how to select important feaatures in your dataset.

Jupyter Notebook

Financial-Inclusion-in-Africa-App

A Data science app to predict who in Africa is most likely to have a bank account?

Jupyter Notebook

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.

Tanzania-Tourism-Prediction-App

A simple machine learning app to predict how much money a tourist will spend when visiting Tanzania.

Laravel-SMS-Spam-Detection

Deploy a NLP model in Laravel Application to detect SMS spam messages.

Unsupervised_Machine_Learning-Clustering-

Learn basics of clustering methods in Unsupervised Machine Learning

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Machine-Learning-Project-with-Configuration-File

How to write yaml configuration file and use it in your machine learning project.

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Texthero-Python-Toolkit

Texthero is a simple python toolkit to work with a text-based dataset. It provides quick and effortlessly functionalities to preprocess, represent, map it into vectors and visualize text data in just a couple of lines of codes.

Jupyter Notebook

Swahili-News-Classifier-Streamlit-App

A simple Streamlit App to classify swahili news into different categories.

Machine-Learning-Project-with-Scikit-Plot

Scikit-plot is a humble attempt to provide aesthetically-challenged programmers (such as myself) the opportunity to generate quick and beautiful graphs and plots with as little boilerplate as possible.

Jupyter Notebook

simple-GUI-text-editor-in-Python

A simple GUI text editor that allow to create, open and save a file

How-to-Enter-Your-First-Zindi-Competition

Zindi Africa is the largest data science competition platform that solves African's biggest challenges using Artificial Intelligence and Machine Learning.This is an example on how to enter your first zindi hackathon and upload your solution.

Jupyter Notebook

Swahili-Tweet-Sentiment-Analysis-App

A simple app to analyze the sentiment of Swahili tweets.

Laravel-API

A simple Laravel API to Create, Show, Update, and Delete Products information.(Name, Quantity, and Category)

Twitter-Scraping-App

A simple app to scrap data from Twitter.

VOA-Swahili-Dataset

The repository contains Swahili data from VOA.

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

Credit-Card-Fraud-Detection-using-PYOD-Library

Identify fraudulent credit card transactions by using Anomaly Detection techniques.

Jupyter Notebook

Davisy

All about Davis David

Run-Machine-Learning-Experiments-with-Python-Logging-module

HOw to Run Machine Learning Experiments with Python Logging module

Scikit-learn-Pipeline-and-ColumnTransformer-

How to apply scikit learn pipeline and ColumnTransformer in your Machine learning Project

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Deep-Leanrning-with-Tensorflow-2.0-

How to use Tensorflow 2 to solve different Deep Learning Problems, from images, text data and tabular data

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BBC-News-Classifier-with-LSTM-

Classify BBC News with LSTM using Tensorflow 2.0

Run-Machine-Learning-Experiment

How to run Machine learning experiment by usnig command line

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Feature-Engineering-and-Feature-Selection

How to transform and select variables/features when creating a predictive model using machine learning.

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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

Feature-Selection-by-using-Voting-Approach

Select impotant faetutes by using voting approach

Jupyter Notebook

-Mobile-Price-Predecition-Streamlit-App

Mobile-Price-ML-Classification-Project

Sentiment-Analysis-on-Movie-Reviews

Classify the sentiment of sentences into two classes from the Rotten Tomatoes dataset

Jupyter Notebook

Standard-Bank-Tech-Impact-Xente-credit-scoring-challenge

Zindi competition on predicting the likelihood of credit default of ecommerce clients

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

Jupyter Notebook

Laravel-API-Authentication-By-Passport

This is a simple Laravel API authenticated by using Passport Package. You can register or login to get the accessToken that will allow you to Create, Show, Update, and Delete Products information.