George Boorman

457,981 XP Earned

24 Courses completed

2,029 Exercises Aced

George's Completed Tracks

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George's Completed Courses

Introduction to Deep Learning with PyTorch

Learn how to build your first neural network, adjust hyperparameters, and tackle classification a...

PostgreSQL Summary Stats and Window Functions

Learn how to create queries for analytics and data engineering with window functions, the SQL sec...

Database Design

Learn to design databases in SQL to process, store, and organize data in a more efficient way.

Introduction to Relational Databases in SQL

Learn how to create one of the most efficient ways of storing data - relational databases!

Object-Oriented Programming in Python

Dive in and learn how to create classes and leverage inheritance and polymorphism to reuse and op...

Intermediate Git

Discover branches and remote repos for version control in collaborative software and data project...

Hypothesis Testing in Python

Learn how and when to use common hypothesis tests like t-tests, proportion tests, and chi-square ...

Sampling in Python

Learn to draw conclusions from limited data using Python and statistics. This course covers every...

Introduction to Docker

Gain an introduction to Docker and discover its importance in the data professional’s toolkit. Le...

MLOps Concepts

Discover how MLOps can take machine learning models from local notebooks to functioning models in...

Introduction to Shell

The Unix command line helps users combine existing programs in new ways, automate repetitive task...

Intermediate Deep Learning with PyTorch

Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for model...

Machine Learning with scikit-learn

Learn how to build and tune predictive models and evaluate how well they'll perform on unseen data.

ETL in Python

Leverage your Python and SQL knowledge to create an ETL pipeline to ingest, transform, and load d...

Introduction to Version Control with Git

This course is an introduction to version control with Git for data scientists.

CI/CD for Machine Learning

Elevate your Machine Learning Development with CI/CD using GitHub Actions and Data Version Control

Hierarchical and Mixed Effects Models in R

In this course you will learn to fit hierarchical models with random effects.

Data Processing in Shell

Learn powerful command-line skills to download, process, and transform data, including machine l...

Introduction to Julia

Julia is a new programming language designed to be the ideal language for scientific computing, m...

Data Types and Exceptions in Java

Learn to work with Plain Old Java Objects, master the Collections Framework, and handle exception...

Monitoring Machine Learning in Python

This course covers everything you need to know to build a basic machine learning monitoring syste...

Introduction to DataLab

Learn the fundamentals of using DataLab, an AI-powered data notebook for data analysis and explor...

Time Series Analysis in PostgreSQL

Learn how to use PostgreSQL to handle time series analysis effectively and apply these techniques...

Data Manipulation in Julia

Master the essential skills of data manipulation in Julia. Learn how to inspect, transform, group...

George's Completed Projects

Exploring London's Travel Network

Use SQL to analyze a database containing information about Transport for London journeys over 12 years!

Data Engineering

Monitoring A Financial Fraud Detection Model

Help the bank monitoring their fraud detection model and figuring out why it's not performing as expected.

Machine Learning

Building a Retail Inventory Management System

Develop an inventory management system for a retail business using OOP in Python.

Programming

Analyze the Popularity of Programming Languages

Analyze the popularity of programming languages over time based on Stack Overflow data.

Data Manipulation

Impact Analysis of GoodThought NGO Initiatives

Use SQL to explore and analyze GoodThought NGO's database, uncovering key insights from over 13 years of transformative projects.

Data Manipulation

Predicting Temperature in London

Perform a machine learning experiment to find the best model that predicts the temperature in London!

Machine Learning

Analyzing and Formatting PostgreSQL Sales Data

Enhance your SQL Skills with hands-on data cleaning in PostgreSQL: perform analyses while working with incorrect data types and missing values.

Data Manipulation

Debugging Code

Sharpen your debugging skills to enhance sales data accuracy.

Programming

Cleaning an Orders Dataset with PySpark

Step into a data engineer's shoes and master data cleaning with PySpark on an e-commerce orders dataset!

Data Engineering

Data Preparation

Cleaning Bank Marketing Campaign Data

Tidy a bank marketing campaign dataset by splitting it into subsets, updating values, converting data types, and storing it as multiple csv files.

Programming

Analyzing Electric Vehicle Charging Habits

Analyze data about electronic vehicle charging behavior to better use shared charging stations.

Exploratory Data Analysis

Analyzing Electric Vehicle Charging Habits

Analyze data about electronic vehicle charging behavior to better use shared charging stations.

Exploratory Data Analysis

Analyzing Electric Vehicle Charging Habits

Analyze data about electronic vehicle charging behavior to better use shared charging stations.

Exploratory Data Analysis

Exploring London's Travel Network

Use SQL to analyze a database containing information about Transport for London journeys over 12 years!

Data Engineering

Investigating Netflix Movies

Apply the foundational Python skills you learned in Introduction to Python and Intermediate Python by manipulating and visualizing movie data.

Data Manipulation

Data Visualization

From Data to Dollars - Predicting Insurance Charges

Join us at a leading insurance company, where we'll craft a model to predict customer charges and test it with new client data

Machine Learning

Predicting Movie Rental Durations

Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.

Machine Learning

Analyzing Motorcycle Part Sales

Derive insights about motorcycle part sales over time across multiple warehouse sites!

Data Manipulation

Reporting

Analyzing Crime in Los Angeles

Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.

Data Manipulation

Exploratory Data Analysis

When Was the Golden Era of Video Games?

Use SQL to figure out the golden era of video games!

Data Manipulation

Planning a Trip to Paris with the OpenAI API

Use OpenAI's powerful API to answer questions about tourist attractions in Paris.

Artificial Intelligence

Enriching Stock Market Data using the OpenAI API

Use OpenAI's powerful API to enrich and summarize stock market data.

Applied Finance

Artificial Intelligence

Getting a Good Night's Sleep

Dive into sleep data and gain insights about factors that impact sleep quality

Data Manipulation

Exploratory Data Analysis

Exploring NYC Public School Test Result Scores

Use data manipulation and summary statistics to analyze test scores across New York City's public schools!

Exploratory Data Analysis

Building a Demand Forecasting Model

Use PySpark to build an e-commerce forecasting model!

Machine Learning

Consolidating Employee Data

Use DataFrames to read and merge employee data from different sources.

Data Preparation

Analyzing Students' Mental Health

Use your data manipulation skills to perform exploratory data analysis on a dataset around student mental health.

Data Management

Predictive Modeling for Agriculture

Dive into agriculture using supervised machine learning and feature selection to aid farmers in crop cultivation and solve real-world problems.

Python Programming

Performing a Code Review

Review a data analysis workflow for adherence to Python standards and best-practices.

Programming

Data Engineering

Building a Retail Data Pipeline

Test your Data engineering skills by creating a data pipeline to analyze E-commerce business of Walmart!

Python Programming

Exploring London's Travel Network

Use SQL to analyze a database containing information about Transport for London journeys over 12 years!

Data Engineering

Data Warehouse

Modeling Car Insurance Claim Outcomes

Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!

Machine Learning

Probability & Statistics

Hypothesis Testing with Men's and Women's Soccer Matches

Perform a hypothesis test to determine if more goals are scored in women's soccer matches than men's!

Probability & Statistics

Word Frequency in Moby Dick

Use web scraping and NLP to find the most frequent words in classic literature: Herman Melville's novel, Moby Dick.

Python Programming

Programming

Modeling Car Insurance Claim Outcomes

Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!

Machine Learning

Analyzing Online Sports Revenue

Analyze product data for an online sports retail company to optimize revenue.

Data Manipulation

Analyzing Industry Carbon Emissions

Use your SQL skills to explore a dataset about product carbon emissions.

Data Manipulation

Customer Analytics: Preparing Data for Modeling

Apply your knowledge of data types and categorical data to prepare a big dataset for modeling!

Data Manipulation

Analyzing Unicorn Companies

Use your SQL skills to find out how many companies reached a valuation of over $1 billion across different industries between 2019 and 2021!

Programming

Exploring Airbnb Market Trends

Apply your importing and cleaning data and data manipulation skills to explore New York City Airbnb data.

R Programming

Data Manipulation

Optimizing Online Sports Retail Revenue

Analyze product data for an online sports retail company to optimize revenue.

Data Manipulation

Analyzing NYC Public School Test Result Scores

Use summary statistics and filters to analyze test scores across New York City's public schools!

Data Manipulation

Programming

What and Where are the World's Oldest Businesses

Use joining techniques to discover the oldest businesses in the world.

Data Manipulation

The Android App Market on Google Play

Load, clean, and visualize scraped Google Play Store data to gain insights into the Android app market.

Data Manipulation

The GitHub History of the Scala Language

Find the true Scala experts by exploring its development history in Git and GitHub.

Data Manipulation

Data Visualization

NYC Airbnb Data Analysis

Apply data importing and cleaning skills to extract insights about the New York City Airbnb market.

Data Manipulation

Naïve Bees: Predict Species from Images

Build a model that can automatically detect honey bees and bumble bees in images.

Data Manipulation

Predicting Credit Card Approvals

Build a machine learning model to predict if a credit card application will get approved.

Data Manipulation

Naïve Bees: Deep Learning with Images

Build a deep learning model that can automatically detect honey bees and bumble bees in images.

Data Manipulation