Grow your machine learning skills with scikit-learn in Python. Use real-world datasets in this interactive course and learn how to make powerful predictions!
4 Hours
George Boorman
Curriculum Manager, DataCamp
George is a Curriculum Manager at DataCamp. He holds a PGDip in Exercise for Health and BSc (Hons) in Sports Science and has experience in project management across public health, applied research, and not-for-profit sectors. George is passionate about sports, tech for good, and all things data science.
Courses led by George Boorman
Learn the fundamentals of statistics, including measures of center and spread, probability distributions, and hypothesis testing with no coding involved!
4 Hours
Learn how to explore, visualize, and extract insights from data using exploratory data analysis (EDA) in Python.
4 Hours
Learn how to use GitHub's various features, navigate the interface and perform everyday collaborative tasks.
2 Hours
Familiarize yourself with Git for version control. Explore how to track, compare, modify, and revert files, as well as collaborate with colleagues using Git.
4 Hours
Learn how to create interactive data visualizations, including building and connecting widgets using Bokeh!
4 Hours
Projects led by George Boorman
Apply data importing and cleaning skills to extract insights about the New York City Airbnb market.
GuidedData ManipulationImporting & Cleaning Data
Use summary statistics and filters to analyze test scores across New York City's public schools!
GuidedData ManipulationProgramming
Analyze product data for an online sports retail company to optimize revenue.
GuidedData Manipulation
Use skills gained in Intermediate SQL to find out how many companies reached a valuation of over $1 billion across different industries between 2019 and 2021!
UnguidedImporting & Cleaning DataCase Studies
Use skills gained in the Data Analyst in SQL career track to derive insights about motorcycle part sales over time across multiple warehouse sites!
UnguidedData ManipulationReporting
Analyze product data for an online sports retail company to optimize revenue.
GuidedData ManipulationImporting & Cleaning DataCase Studies
Use data manipulation and summary statistics to analyze test scores across New York City's public schools!
GuidedImporting & Cleaning DataCase Studies
Clean data and provide a structure for a client to create a PostreSQL database for bank marketing campaigns!
GuidedImporting & Cleaning DataProgramming
Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!
GuidedMachine LearningProbability & Statistics
Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!
GuidedMachine LearningProbability & Statistics