Kagiso Mathaba's repositories
Anomaly_detection_using_AutoEncoders
Anomaly detection with autoencoder using Tensorflow
ARIMA_and_Seasonal_ARIMA
ARIMA_and_Seasonal_ARIMA models
Multi-Matrix-Effective-Potential-Minimisation
This is a repo for my PhD work in minimizing the effective potential of several multi-matrix collective field theory Hamiltonians
TensorFlow_Development_ZTM
TensorFlow Developer Certificate in 2021: Zero to Mastery
Apple_Stock_Price_Prediction_And_Forecasting_Using_LSTM_Neural_Network
Apple Stock Price Prediction And Forecasting Using LSTM Neural Network
AWS_Sagemaker_Projects
Collection of Data Science projects implemented on Amazon Sagemaker
Book_Recommendation_systems
Book Item based collaborative filtering
Certificates
Certification from online courses
Chicken-Disease-Image-Classification
This repository hosts the code and resources for an advanced Chicken Disease Image Classification system. Leveraging the power of deep learning with TensorFlow, data version control with DVC, containerization with Docker, and automated deployment on AWS through CI/CD pipelines, our project aims to improve poultry health monitoring.
Customer_Segmentation_Clustering_EDA
divding and grouping all individual customers of a grocery business into clusters based on shared common characteristics
data-engineering-challenge
Assesment challenge
Data_Science_Case_Studies
Optimising business processes with Data Science techniques to the following 6 departments: (1) Human Resources, (2) Marketing, (3) Sales, (4) Operations, (5) Public Relations, (6) Production/Maintenance.
Datasets
This repository contains a collection of small machine learning datasets for various purposes. These datasets can be used for learning, experimentation, and research in the field of data science and machine learning.
Deep_Learning_with_Python
Deep learning with pythin
Natural-Language-Processing-
Natural Language Processing Projects
NLP-sequential-sentence-classification-Project
NLP sequential sentence classification Project. Making medical abstracts easier to read by breaking them down into subsections.
python_deep_dive
Courses intended to dive into the inner mechanics and more complicated aspects of Python 3
Pytorch-ZTM
PyTorch for Deep Learning: Zero to Mastery course.
Recommender-Systems
Building Recommender Systems in python
Self-Driving-Car-with-JavaScript
Self-driving car simulation using a neural network built with JavaScript and no libraries
stable-diffusion-2-gui
Lightweight Stable Diffusion v 2.0 web UI: txt2img, img2img, inpaint, upscale4x
Tensorflow_developer_professional
# DeepLearning.AI-TensorFlow-Developer-Coursera Here are my solutions to the programming exercises in the TensorFlow Developer course on Coursera by deeplearning.ai The courses offered in this professional certificate program were: 1. Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning 2. Convolutional Neural Networks in TensorFlow 3. Natural Language Processing in TensorFlow 4. Sequences, Time Series and Prediction
text_summarization
Text summarization project using transformer based model
TimeSeries_with_TensorFlow
Time series forecasting using Tensorflow
wine_quality_prediction
Explore the art of oenology with the Wine Quality Prediction project! Using a diverse dataset of wine attributes, this project develops an end-to-end machine learning solution. The mission? Build a robust model to predict wine quality with remarkable accuracy