ada-k/ChurnPrediction

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Created about 4 years ago
Updated about 4 years ago

ada-k/ChurnPrediction

ada-k

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Zindi hackathon

TweetsClassification

Exploring Jaccard and Cosine similarities performances then visualising their output using k means and kmeans with pca. Additional input on time series analysis, web scrapping and twitter scrapping.

Jupyter Notebook

SQL_BigQuery

Notebooks on the exercises from the kaggle short course on SQL.

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PharmaceuticalSalesPrediction

Pharmaceutical Sales prediction across multiple stores. End-to-end product that delivers this prediction using Streamlit.

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Telecommunication---UserAnalytics--

User Analytics in the Telecommunication Industry.

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ChangePointAnalysis_Covid19Interventions

Change point analysis to quantify the impact of the Kenyan government policy interventions to slow the spread of COVID-19.

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DLIntro_Tensorflow_Keras

Data camp intro to Keras and Tensorflow course revision, and CIfar10, cifar100, MNIST challenges.

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UniversityStudentsCompletionRate_SurvivalAnalysis

Survival analysis of university completion. R(Survival Analysis), Python(EDA)

DeepLearningArchitectures

Implementations of various deep learning architectures + extra theoretical information

prohack-hackathon

a competition on prediction of the well being of space beings(or aliens:) ) and optimal energy allocation. A blend of regression and linear programming in operations research.

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LanguageModels

pretrained transformer and embeddings language models

MLClasses

Notebooks for ML classes I conduct in python.

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ImpactofCovid19_AirQuality

The impact of Covid-19 on air quality in ZA, Kenya and Nigeria.

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RScripts

Simple Anova, Manova, ChiSq and ChiSq with Logit Scripts

MLOpsTools

MLOps tools, pipelines and frameworks for flexibility and scalability in ML workflows.

NaiveBees

Bees challenge.

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HierarchicalModeling

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RStuff

R Scripts for different tasks

ML-WebApp-

Allows user to select model(classifier) of choice and check its accuracy, precision and recall.Based on the UCL mushrooms dataset.