Paul-mwaura

A4Ayub-Job-Retrieval-Chatbot

Building a retrieval based chatbot from scratch.

AI-for-Medical-Diagnosis

This repo contain my assignment notebooks for the Coursera AI for Medicine Specialization course. The link to the course: https://www.coursera.org/specializations/ai-for-medicine

Deploy-Web-Apps-Using-Google-Colab-and-Ngrok

galeria

Udacity Gallery app for student use on Deploying Applications with Heroku course.

Natural-Language-Processing

Natural Language Processing or NLP is a field of Artificial Intelligence that gives the machines the ability to read, understand and derive meaning from human languages.

NeuralSight

Regression-Models-Independent-Project

Multilinear, Quantile, Ridge, Lasso and Elastic Net Regressions

Sampling-and-Distribution-Techniques

Implementing Sampling and Distribution Techniques in Python

Segmentation-of-Teeth-in-Panoramic-X-ray-Image

Statistical-Analysis-Projects

Explanatory data analysis in Python using uni-variate, bi-variate and multivariate analysis methods

Paul-mwaura/A4Ayub-Job-Retrieval-Chatbot

Building a retrieval based chatbot from scratch.

Paul-mwaura/Hypothyroidism-in-Patients-Independent-Project

Paul-mwaura/Regression-Models-Independent-Project

Multilinear, Quantile, Ridge, Lasso and Elastic Net Regressions

Paul-mwaura/Sampling-and-Distribution-Techniques

Implementing Sampling and Distribution Techniques in Python

Paul-mwaura/Ad-Clicking-EDA-wtih-R

Identifying which individuals are most likely to click on her ads.

Paul-mwaura/anga

A simple web app hosting a plant disease classifier built with pytorch and fastai, the dataset used was the plant village dataset containing 38 classes of plant diseases

Paul-mwaura/Boosting-in-Python

Paul-mwaura/Customer-Segmentation-in-R

Paul-mwaura/Customer-Spending-in-Kenyan-Supermarkets-Independent-Project

Hypothesis Testing of the comparison between Customer spending during weekdays and weekends using Python

Paul-mwaura/Electric-Car-Sharing-Service-Data-Analysis

Working as a data scientist working for an electric car-sharing service company. You have been tasked to process stations data to understand electric car usage over time.

Paul-mwaura/fastbook

The fastai book, published as Jupyter Notebooks

Paul-mwaura/Feature-Reduction-Association-and-Anormaly-detection

Paul-mwaura/Feature-Selection-for-Machine-Learning

Methods with examples for Feature Selection during Pre-processing in Machine Learning.

Paul-mwaura/flask-salary-predictor

This is project predicts the salary of the employ based on the experience.

Paul-mwaura/Hypothesis-Testing-Independent-Project

An Electric Car Sharing Company Project. Performed Univariate and Bivariate Analysis on the dataset then performed a hypothesis test to determine whether the number of Blue cars taken is equal to the number of blue cars returned on any particular weekday.

Paul-mwaura/Introduction-to-Supervised-Learning

Paul-mwaura/KNN-and-Naive-Bayes

Paul-mwaura/Label-Encoding

Paul-mwaura/Lasso-Regression

Paul-mwaura/Machine-Learning-Class-Sessions

This repository contains the machine learning classes under the new learning strategy where we base our classes on real projects that we shall take to production through Chatyfy Platform

Paul-mwaura/Multiple-Linear-regression

Paul-mwaura/NLP-with-Python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

Paul-mwaura/Polynormial-Regression

Paul-mwaura/Predicting_Electricity_consumption

This a neural network project where we predict electricity consumption

Paul-mwaura/Reinforcement-Learning-Implementation

Reinforcement Learning examples implementation and explanation

Paul-mwaura/Statistical-Sampling

Paul-mwaura/Supervised-Learning-Cross-Validation-in-Python

Cross Validation using k-fold cross validation and Leave one out cross validation.

Paul-mwaura/Supervised-Learning-using-Polynormial-Regression-and-Logistic-Regression

Paul-mwaura/Surport-vector-Machines-and-Random-Forest

Surport vector Machines and Random Forest in Python

Paul-mwaura/Voice-Assitant

An intelligent virtual assistant (IVA) or intelligent personal assistant (IPA) is a software agent that can perform tasks or services for an individual based on commands or questions. Sometimes the term "chatbot" is used to refer to virtual assistants generally or specifically accessed by online chat. In some cases, online chat programs are exclusively for entertainment purposes. Some virtual assistants are able to interpret human speech and respond via synthesized voices.