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ola-sumbo's Projects

blog icon blog

Source code for my personal blog

d6tstack icon d6tstack

Quickly ingest messy CSV and XLS files. Export to clean pandas, SQL, parquet

data-science-hacks icon data-science-hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

deviation-network icon deviation-network

Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection

dsemr icon dsemr

Additional Material for the MOOC on Data Science for Environmental Modelling and Renewables

employee-attrition-aif360 icon employee-attrition-aif360

Walkthrough the data science life cycle with different tools, techniques, and algorithms. Use AIF360, pandas, and Jupyter notebooks to build and deploy a model on Watson Machine Learning.

gads2020-roadmap icon gads2020-roadmap

A roadmap for learners in the Google Africa Developer Scholarship on Pluralsight

kaggle-projects icon kaggle-projects

This repo contains 4 different projects. Built various machine learning models for Kaggle competitions. Also carried out Exploratory Data Analysis, Data Cleaning, Data Visualization, Data Munging, Feature Selection etc

models icon models

Models and examples built with TensorFlow

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