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Human-Resource-Analytics
Predicting if the best and most experienced employees leave prematurely - Kaggle Human Resource Analytics dataset using SVM and Multi Layer Perceptron with backpropagationHouse-Prices-Advanced-Regression
Regression modelling (Lasso, Ridge, xgboost, SVR) and exploratory analysis of Ames, Iowa dataset. Also contains exploratory analysis of London House prices in Tableautensorflow-dev-certification-practice
this repo contains scripts built in pycharm from coursera course in prep for the google tensorflow dev certification examSports-Analytics-NBA
Kobe Bryant shot prediction using PCA and the Random Forest model and exploratory analysis in python. Includes a detailed reportssis_demo
demonstration of using ssis for etlExplainable_AI
Explaining machine learning model prediction using lime on two datasets: Image classification on Food 101 dataset and Customer churn for a telco companyAWS-Sagemaker
Trying out different AWS Services as practical prep for the AWS ML CertificationAWS-VPC
Short project to illustrate the various AWS VPC related components/services availableryankarlos.github.io
Geographically-Weighted-Regression-and-Clustering
GIS project - Use of geographically weighted regression and k-means clustering in R to investigate patterns of wellbeing in London in 2011. Includes use of shapefiles, spatial data frames and output layers for the Office for National Statisticsdatabricks_spark_certification
Prep for the databricks spark 3 certificationORM_Oracle-SQL
GCP-Batch-Processing
Details some work on batch processing within Google Cloud Platform that I carried out as part of a Hackathon.networks_algos
terraform_cert_prep
tsqlt_demo
demo examples of setting up and using tsqltAWS-ETL-Workflows
Examples of architectures using a number of database, compute and etl services in AWSryankarlos
AWS-ML-services
Practical use of a number of AWS automl servicescookiecutter-mle-template
FastAPI-example-ml
Examples of deploying and hosting a Machine Learning Model with FastAPIAWS-DeepRacer
Participation in AWS Deep Racer CompetitionGrantNav_Tableau
Visualisation Dashboard in Tableau created for the 350Giving Data Visualisation Challenge Fund submissionDataViz_with_Javascript
A number of projects/visualisations built with D3js and Highchartsaws-dev-associate-cert-prep
Preparation material for the AWS Developer Associate CertificationRecommender-System-Demo
Demo i gave on building recommender system for movie lens dataset using Surprise and AWS PersonaliseAWS-CICD
Examples of setting up CI-CD pipelines using AWS code pipeline for software delivery automation. Using CodeCommit, CodeBuild and CodeDeploy for versioning, building, testing and deploying applications in the cloud.Distributed_processing
Analysis of different libraries for distributed processing in python e.g. concurrent threading and multiprocessing, dask, vaex, pyspark etcLove Open Source and this site? Check out how you can help us