#### Machine Learning with the Experts: School Budgets

Learn how to build a model to automatically classify items in a school budget.

333 results

Learn how to build a model to automatically classify items in a school budget.

4 hours
Machine Learning
Peter Bull
Course

Learn essential data structures such as lists and data frames and apply that knowledge directly to financial examples.

4 hours
Applied Finance
Lore Dirick
Course

Learn how to use graphical and numerical techniques to begin uncovering the structure of your data.

4 hours
Probability & Statistics
Andrew Bray
Course

Learn how to explore what's available in a database: the tables, relationships between them, and data stored in them.

4 hours
Data Manipulation
Christina Maimone
Course

This course will show you how to combine data sets with dplyr's two table verbs.

4 hours
Data Manipulation
Garrett Grolemund
Course

In this course you will learn the basics of machine learning for classification.

4 hours
Machine Learning
Brett Lantz
Course

Take your data visualization skills to the next level with coordinates, facets, themes, and best practices in ggplot2.

5 hours
Data Visualization
Rick Scavetta
Course

Learn how to create informative and attractive visualizations in Python using the Seaborn library.

4 hours
Data Visualization
Erin Case
Course

Learn to reduce dimensionality in Python.

4 hours
Machine Learning
Jeroen Boeye
Course

Build interactive web apps straight from R with shiny!

4 hours
Reporting
Mine Cetinkaya-Rundel
Course

Learn the fundamentals of neural networks and how to build deep learning models using TensorFlow.

4 hours
Machine Learning
Isaiah Hull
Course

This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.

4 hours
Machine Learning
Hank Roark
Course

Develop a strong intuition for how hierarchical and k-means clustering work and learn how to apply them to extract insights from your data.

4 hours
Machine Learning
Dmitriy Gorenshteyn
Course

Master SQL Server programming by learning to create, update and execute functions and stored procedures.

4 hours
Programming
Meghan Kwartler
Course

Explore the world of Pivot Tables within Google Sheets, and learn how to quickly organize thousands of data points with just a few clicks of the mouse.

4 hours
Data Manipulation
Frank Sumanski
Course

In this series of four case studies, you'll revisit key concepts from our courses on importing and cleaning data in R.

4 hours
Case Studies
Nick Carchedi
Course

Learn how to analyze data with spreadsheets using functions such as SUM(), AVERAGE(), and VLOOKUP().

3 hours
Programming
Vincent Vankrunkelsven
Course

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

4 hours
Machine Learning
Zachary Deane-Mayer
Course

Learn the core techniques necessary to extract meaningful insights from time series data.

4 hours
Probability & Statistics
David S. Matteson
Course

Leverage the power of Python and PuLP to optimize supply chains.

4 hours
Machine Learning
Aaren Stubberfield
Course

Learn to write SQL queries to calculate key metrics that businesses use to measure performance.

4 hours
Case Studies
Michel Semaan
Course

Become proficient at using SQL Server to perform common data manipulation tasks.

4 hours
Programming
John MacKintosh
Course

In this course you'll learn the basics of analyzing time series data.

4 hours
Probability & Statistics
Rob Reider
Course

In this course you'll lear to add multiple variables to linear models and to use logistic regression for classification.

4 hours
Probability & Statistics
Ben Baumer
Course

Learn the fundamentals of working with big data with PySpark.

4 hours
Machine Learning
Upendra Kumar Devisetty
Course

Learn the fundamentals of gradient boosting and build state-of-the-art machine learning models using XGBoost to solve classification and regression problems.

4 hours
Machine Learning
Sergey Fogelson
Course

Strengthen your knowledge of the topics you learned in Intermediate R with a ton of new and fun exercises.

4 hours
Other
Filip Schouwenaars
Course

Learn how to make predictions about the future using time series forecasting in R.

5 hours
Probability & Statistics
Rob J. Hyndman
Course

Convolutional neural networks are deep learning algorithms that are particularly powerful for analysis of images.

4 hours
Machine Learning
Ariel Rokem
Course

In this course, you will use T-SQL, the flavor of SQL used in Microsoft's SQL Server for data analysis.

4 hours
Programming
Ginger Grant
Course

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

4 hours
Probability & Statistics
Jo Hardin
Course

Use data manipulation and visualization skills to explore the historical voting of the United Nations General Assembly.

4 hours
Case Studies
David Robinson
Course

Master core concepts in data manipulation such as subsetting, updating, indexing and joining your data using data.table.

4 hours
Data Manipulation
Matt Dowle
Course

The xts and zoo packages make the task of managing and manipulating ordered observations fast and mistake free.

4 hours
Data Manipulation
Jeffrey Ryan
Course

This course provides a comprehensive introduction to working with base graphics in R.

4 hours
Data Visualization
Ronald Pearson
Course

In this course you'll learn how to use data science for several common marketing tasks.

4 hours
Probability & Statistics
Verena Pflieger
Course

Learn how to fit topic models using the Latent Dirichlet Allocation algorithm.

4 hours
Machine Learning
Pavel Oleinikov
Course

This course introduces Python for financial analysis.

4 hours
Applied Finance
Adina Howe
Course

In this course, you'll learn how to import and manage financial data in Python using various tools and sources.

5 hours
Applied Finance
Stefan Jansen
Course

Apply statistical modeling in a real-life setting using logistic regression and decision trees to model credit risk.

4 hours
Applied Finance
Lore Dirick
Course

Build multiple-input and multiple-output deep learning models using Keras.

4 hours
Machine Learning
Zachary Deane-Mayer
Course

This course focuses on feature engineering and machine learning for time series data.

4 hours
Machine Learning
Chris Holdgraf
Course

In this course, you'll learn how to use tree-based models and ensembles for regression and classification.

4 hours
Machine Learning
Gabriela de Queiroz
Course

Learn the essentials of parsing, manipulating and computing with dates and times in R.

4 hours
Programming
Charlotte Wickham
Course

Expand your spreadsheets vocabulary by diving deeper into data types, including numeric data, logical data, and missing data.

4 hours
Programming
Richie Cotton
Course

This course was designed to get you up to speed with the most important and powerful methodologies in statistics.

4 hours
Probability & Statistics
Daniel Kaplan
Course

Learn to write faster R code, discover benchmarking and profiling, and unlock the secrets of parallel programming.

4 hours
Programming
Colin Gillespie
Course

Learn the bag of words technique for text mining with R.

4 hours
Case Studies
Ted Kwartler
Course

Learn how to use spaCy to build advanced natural language understanding systems, using both rule-based and machine learning approaches.

5 hours
Data Manipulation
Ines Montani
Course

In this course, you'll learn about the concepts of random variables, distributions, and conditioning.

4 hours
Probability & Statistics
David Robinson
Course

Examine the network of connections among local health departments in the United States.

60 minutes
Data Manipulation, Data Visualization...
Jenine Harris
Project

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

60 minutes
Data Manipulation, Data Visualization...
David Robinson
Project

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

60 minutes
Data Manipulation, Data Visualization...
Peter Bull
Project

If you've never done a DataCamp project, this is the place to start!

30 minutes
Data Visualization, Case Studies
Rasmus BÃ¥Ã¥th
Project

Automatically generate keywords for a search engine marketing campaign using Python.

60 minutes
Data Manipulation
Elias Dabbas
Project

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

45 minutes
Importing & Cleaning Data, Case Studies
Hugo Bowne-Anderson
Project

Load, transform, and understand images of honey bees and bumble bees in Python.

60 minutes
Data Manipulation, Data Visualization...
Peter Bull
Project

If you've never done a DataCamp project, this is the place to start!

30 minutes
Data Visualization, Case Studies
Rasmus BÃ¥Ã¥th
Project

Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?

45 minutes
Data Manipulation, Data Visualization...
Rasmus BÃ¥Ã¥th
Project

Use MLB's Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.

45 minutes
Data Manipulation, Data Visualization...
David Venturi
Project

Flex your tidyverse muscles on breath alcohol test data from Ames, Iowa, USA.

45 minutes
Data Manipulation, Data Visualization...
Samantha Tyner
Project

Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.

60 minutes
Data Manipulation, Data Visualization...
Rasmus BÃ¥Ã¥th
Project

Analyze an A/B test from the popular mobile puzzle game, Cookie Cats.

45 minutes
Case Studies
Rasmus BÃ¥Ã¥th
Project

Analyze athletics data to find new ways to scout and assess jumpers and throwers.

60 minutes
Data Manipulation, Data Visualization...
George Perry
Project

Compare life expectancy across countries and genders with ggplot2.

45 minutes
Data Manipulation, Data Visualization...
Antonio SÃ¡nchez ChinchÃ³n
Project

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

45 minutes
Data Manipulation, Data Visualization...
Anita Sarma
Project

Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.

45 minutes
Data Manipulation, Data Visualization...
Lars Hulstaert
Project

Check what passwords fail to conform to the National Institute of Standards and Technology password guidelines.

45 minutes
Case Studies
Rasmus BÃ¥Ã¥th
Project

Analyze data from the hit mobile game, Candy Crush Saga.

45 minutes
Data Manipulation, Data Visualization...
Rasmus BÃ¥Ã¥th
Project

Recreate John Snow's famous map of the 1854 cholera outbreak in London.

60 minutes
Data Manipulation, Data Visualization...
Radovan Kavicky
Project

Find out about the development of the Linux operating system by exploring its Git repository history.

45 minutes
Importing & Cleaning Data, Case Studies
Markus Harrer
Project

In this project we will explore a database of every LEGO set ever built.

45 minutes
Data Manipulation, Data Visualization...
Ramnath Vaidyanathan
Project