Mandieng's repositories
Predictive-Maintainance
This repo attempts to utilise two powerful ensemble models, Random forest and Gradient Boosting to Predict the failure patterns of wind energy machinery
Berom_Speech_Dataset
This repo is a work in progress, building a Speech corpus for Berom, a low Resource language in Plateau State Nigeria
DiamondsPrediction
Udacity's Diamonds Prediction Project in Python
Pisa-Data-Analysis
This Rep attempts to explore and analyse the PISA Global Education dataset. Due to the large volumn of the dataset, this repo zooms in on a sample of the real Data, and further narrows down to a few featues which we explore in the notebook
regression-analysis
This Repo Explores Regression Analysis, using an example based on a real study in which data on different attribrutes of used/refurbished mobile phones were collected, the objective being to analyze the data provided and build a linear regression model to predict the price of a used phone and identify factors that significantly influence it
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
Data-science
Collection of useful data science topics along with code and articles
Data_cleaning
WeRate Dogs Twitter Data Analysis
easy_visa_eda
an exploratory Data Analysis of the Esy Visa Data set
exploring-FBI-NCIS-gun-dataset
FBI Gun Data and US Census Data are both independent datasets that will be investigated.
GCP-ML-Engineer
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Microsoft-ML
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
ML-YouTube-Courses
A repository to index and organize the latest machine learning courses found on YouTube.
mlops-zoomcamp
MLOps course from DataTalks.Club
Multimodal-datasets
This repository is build in association with our position paper on "Multimodality for NLP-Centered Applications: Resources, Advances and Frontiers". As a part of this release we share the information about recent multimodal datasets which are available for research purposes. We found that although 100+ multimodal language resources are available
Natural-Language-Processing-Learning
NLP learning Series
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.