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ai-detector-research-tool

applications-of-ml

data-prep-feature-engineering

glm_walkthrough

info1650_sql_getdate-

A 10-minute primer and demo on using GETDATE() in MS SQL Server

info1650_sql_opento_parkingtickets

A quick overview of OpenTO's Parking Ticket dataset and insights provided via SQL queries and exporting to Excel and making graphs there.

lhl-final-project-nlp-adhd-reddit

An NLP sentiment analysis and topic modelling of two ADHD Reddit boards, one co-ed, one all-female.

lhl-midterm-project

lhl-prep-notes

Lighthouse Labs Prep Course exercises

linear_algebra_exercise

Linear algebra exercises - prep course

ml-project-supervised-learning

ml-project-unsupervised-learning

model-training

nlp_exercise

This repo contains all exercises and challenges for NLP during the bootcamp.

pipelines_and_persistence_exercise

pipelines_and_persistance_exercise

python_exercise

Exercises for Week 1 Day 2

recommender_engines_exercise

Exercises for DataBootcamp Week10 Day 1

revised-ml-supervised-diabetes-project

Revised submission for my Supervised ML Project, now with chi2_selector Dimension Reduction andTableau Story

sql-module-project

Using PostgresSQL to extract, clean, transform, and analyze data before loading it into a database as well as a QA process to validate the transformed data against the raw data.

statistical-modelling-python-project

supervised-ensemble-learning-techniques

supervised-learning

supervised-learning-diabetic-model

Using supervised learning models to predict diabetic status.

tableau_project_option2_airbnb

unsupervised-learning

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow