580 results for "r"

HR Analytics: Exploring Employee Data in R

Learn how to manipulate, visualize, and perform statistical tests through a series of HR analytics case studies.

5 hours Exploratory Data Analysis Ben Teusch Course

Analyzing Survey Data in R

Learn survey design using common design structures followed by visualizing and analyzing survey results.

4 hours Probability & Statistics Kelly McConville Course

ARIMA Models in R

Become an expert in fitting ARIMA (autoregressive integrated moving average) models to time series data using R.

4 hours Probability & Statistics David Stoffer Course

Dealing With Missing Data in R

Make it easy to visualize, explore, and impute missing data with naniar, a tidyverse friendly approach to missing data.

4 hours Data Preparation DataCamp Course

Machine Learning with Tree-Based Models in R

Learn how to use tree-based models and ensembles to make classification and regression predictions with tidymodels.

4 hours Machine Learning Sandro Raabe Course

Cluster Analysis in R

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

Inference for Numerical Data in R

In this course you'll learn techniques for performing statistical inference on numerical data.

4 hours Probability & Statistics Mine Cetinkaya-Rundel Course

Feature Engineering in R

Learn the principles of feature engineering for machine learning models and how to implement them using the R tidymodels framework.

4 hours Machine Learning Jorge Zazueta Course

Dimensionality Reduction in R

Learn dimensionality reduction techniques in R and master feature selection and extraction for your own data and models.

4 hours Machine Learning Matt Pickard Course

Nonlinear Modeling with Generalized Additive Models (GAMs) in R

GAMs model relationships in data as nonlinear functions that are highly adaptable to different types of data science problems.

4 hours Probability & Statistics DataCamp Content Creator Course

Developing R Packages

Learn to develop R packages and boost your coding skills. Discover package creation benefits, practice with dev tools, and create a unit conversion package.

4 hours Programming Jasmin Ludolf Course

Intermediate R for Finance

Learn about how dates work in R, and explore the world of if statements, loops, and functions using financial examples.

5 hours Applied Finance Lore Dirick Course

Factor Analysis in R

Explore latent variables, such as personality, using exploratory and confirmatory factor analyses.

4 hours Probability & Statistics Jennifer Brussow Course

String Manipulation with stringr in R

Learn how to pull character strings apart, put them back together and use the stringr package.

4 hours Programming Charlotte Wickham Course

Visualization Best Practices in R

Learn to effectively convey your data with an overview of common charts, alternative visualization types, and perception-driven style enhancements.

4 hours Data Visualization Nicholas Strayer Course

Support Vector Machines in R

This course will introduce the support vector machine (SVM) using an intuitive, visual approach.

4 hours Machine Learning Kailash Awati Course

Building Dashboards with shinydashboard

Learn to create interactive dashboards with R using the powerful shinydashboard package. Create dynamic and engaging visualizations for your audience.

4 hours Reporting Kee Seng Png Course

Visualizing Geospatial Data in R

Learn to read, explore, and manipulate spatial data then use your skills to create informative maps using R.

4 hours Data Visualization Charlotte Wickham Course

Credit Risk Modeling in R

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

Modeling with tidymodels in R

Learn to streamline your machine learning workflows with tidymodels.

4 hours Machine Learning David Svancer Course

Text Mining with Bag-of-Words in R

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

4 hours Machine Learning Ted Kwartler Course

Categorical Data in the Tidyverse

Get ready to categorize! In this course, you will work with non-numerical data, such as job titles or survey responses, using the Tidyverse landscape.

4 hours Data Manipulation Emily Robinson Course

Inference for Linear Regression in R

In this course you'll learn how to perform inference using linear models.

4 hours Probability & Statistics Jo Hardin Course

Introduction to Natural Language Processing in R

Gain an overview of all the skills and tools needed to excel in Natural Language Processing in R.

4 hours Machine Learning Kasey Jones Course

Object-Oriented Programming with S3 and R6 in R

Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.

4 hours Programming Richie Cotton Course

Survival Analysis in R

Learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models!

4 hours Probability & Statistics Heidi Seibold Course

A/B Testing in R

Learn the basics of A/B testing in R, including how to design experiments, analyze data, predict outcomes, and present results through visualizations.

4 hours Probability & Statistics Lauryn Burleigh Course

Quantitative Risk Management in R

Work with risk-factor return series, study their empirical properties, and make estimates of value-at-risk.

5 hours Applied Finance Alexander J. McNeil Course

Equity Valuation in R

Learn the fundamentals of valuing stocks.

4 hours Applied Finance Clifford Ang Course

Differential Expression Analysis with limma in R

Learn to use the Bioconductor package limma for differential gene expression analysis.

4 hours Other John Blischak Course

Structural Equation Modeling with lavaan in R

Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire.

4 hours Probability & Statistics Erin Buchanan Course

Case Studies: Building Web Applications with Shiny in R

Practice your Shiny skills while building some fun Shiny apps for real-life scenarios!

4 hours Reporting Dean Attali Course

Sentiment Analysis in R

Learn sentiment analysis by identifying positive and negative language, specific emotional intent and making compelling visualizations.

4 hours Machine Learning Ted Kwartler Course

Machine Learning in the Tidyverse

Leverage the tools in the tidyverse to generate, explore and evaluate machine learning models.

5 hours Machine Learning Dmitriy Gorenshteyn Course

Importing and Managing Financial Data in R

Learn how to access financial data from local files as well as from internet sources.

5 hours Applied Finance Joshua Ulrich Course

GARCH Models in R

Specify and fit GARCH models to forecast time-varying volatility and value-at-risk.

4 hours Applied Finance Kris Boudt Course

Inference for Categorical Data in R

In this course you'll learn how to leverage statistical techniques for working with categorical data.

4 hours Probability & Statistics Andrew Bray Course

Hyperparameter Tuning in R

Learn how to tune your model's hyperparameters to get the best predictive results.

4 hours Machine Learning Shirin Elsinghorst (formerly Glander) Course

Introduction to Portfolio Analysis in R

Apply your finance and R skills to backtest, analyze, and optimize financial portfolios.

5 hours Applied Finance Kris Boudt Course

Financial Trading in R

This course covers the basics of financial trading and how to use quantstrat to build signal-based trading strategies.

5 hours Applied Finance Ilya Kipnis Course

ChIP-seq with Bioconductor in R

Learn how to analyse and interpret ChIP-seq data with the help of Bioconductor using a human cancer dataset.

4 hours Other Peter Humburg Course

Foundations of Functional Programming with purrr

Learn to easily summarize and manipulate lists using the purrr package.

4 hours Programming DataCamp Content Creator Course

Case Study: Analyzing City Time Series Data in R

Strengthen your knowledge of the topics covered in Manipulating Time Series in R using real case study data.

4 hours Probability & Statistics Lore Dirick Course

Handling Missing Data with Imputations in R

Diagnose, visualize and treat missing data with a range of imputation techniques with tips to improve your results.

4 hours Data Manipulation Michał Oleszak Course

Multivariate Probability Distributions in R

Learn to analyze, plot, and model multivariate data.

4 hours Probability & Statistics Surajit Ray Course

Forecasting Product Demand in R

Learn how to identify important drivers of demand, look at seasonal effects, and predict demand for a hierarchy of products from a real world example.

4 hours Probability & Statistics Aric LaBarr Course

Bond Valuation and Analysis in R

Learn to use R to develop models to evaluate and analyze bonds as well as protect them from interest rate changes.

4 hours Applied Finance Clifford Ang Course

Fraud Detection in R

Learn to detect fraud with analytics in R.

4 hours Machine Learning Bart Baesens Course

Visualizing Time Series Data in R

Learn how to visualize time series in R, then practice with a stock-picking case study.

4 hours Data Visualization Arnaud Amsellem Course

Choice Modeling for Marketing in R

Learn to analyze and model customer choice data in R.

4 hours Probability & Statistics DataCamp Content Creator Course
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Analyzing River Thames Water Levels

Apply your data manipulation skills to time series data on water levels of the River Thames.

1 hour Python Programming, Data Manipulation Maham Khan Project guided

Analyze Your Runkeeper Fitness Data

Import, clean, and analyze seven years worth of training data tracked on the Runkeeper app.

45 minutes Data Manipulation, Data Visualization... Andrii Pavlenko Project guided

Analyzing Car Reviews with LLMs

Use LLMs to solve diverse language tasks for a car dealership company.

1 hour Artificial Intelligence Iván Palomares Carrascosa Project guided

Building Financial Reports

Ready to analyze and visualize financial ratios? In this project, you will take on real-world challenges like evaluating the profitability and leverage of companies across industries.

1 hour Applied Finance Rohan Chatterjee Project guided

Building a Retail Data Pipeline

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

45 min Python Programming, Data Manipulation... Anastasia Dvoryanchikova Project guided

Predicting Movie Rental Durations

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

1 hour Data Manipulation, Machine Learning Rohan Chatterjee Project guided

Creating Functions to Register App Users

Define functions to catch errors when new users register for an app!

1 hour Programming Amina Edmunds Project guided

Performing a Code Review

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

1 hour Programming, Data Engineering Jake Roach Project guided

Analyzing Online Sports Revenue

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

1 hour Data Manipulation George Boorman Project guided

Do Left-handed People Really Die Young?

Use pandas and Bayesian statistics to see if left-handed people actually die earlier than righties.

45 minutes Data Manipulation, Data Visualization... Madeleine Bonsma-Fisher Project guided

Topic Analysis of Clothing Reviews with Embeddings

Analyze clothing reviews on an e-commerce platform to explore different topics and similarities among them.

1 hour Artificial Intelligence Sifat Khan Project guided

Exploring NYC Public School Test Result Scores

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

30 minutes Exploratory Data Analysis George Boorman Project guided

Dr. Semmelweis and the Discovery of Handwashing

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

60 minutes Data Manipulation, Data Visualization... Rasmus Bååth Project guided

Producing Soccer Insights for a Sports Media Agency

Analyze UEFA Champion's League Soccer Games using Snowflake SQL.

1 hour Data Manipulation, Reporting Ranjan Relan Project guided

Mobile Games A/B Testing with Cookie Cats

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

45 minutes Case Studies Rasmus Bååth Project guided

What and Where are the World's Oldest Businesses

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

45 minutes Data Manipulation Richie Cotton Project guided

Exploring the History of Lego

Use a variety of data manipulation techniques to explore different aspects of Lego's history!

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

Planning a Trip to Paris with the OpenAI API

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

1 hour Artificial Intelligence Garrison Leach Project guided

Classify Song Genres from Audio Data

Rock or rap? Apply machine learning methods in Python to classify songs into genres.

60 minutes Data Manipulation, Data Visualization... Lina Tran Project guided

Consolidating Employee Data

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

30 minutes Data Preparation Izzy Weber Project guided

Analyzing American Baby Name Trends

Use categorization and ranking techniques to explore 101 years of American baby name tastes.

45 minutes Data Manipulation Izzy Weber Project guided

Which Debts Are Worth the Bank's Effort?

Play bank data scientist and use regression discontinuity to see which debts are worth collecting.

45 minutes Data Manipulation, Data Visualization... Howard Friedman Project guided

Modeling Car Insurance Claim Outcomes

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

1 hour Machine Learning, Probability & Statistics George Boorman Project guided

Disney Movies and Box Office Success

Explore Disney movie data, then build a linear regression model to predict box office success.

45 minutes Data Manipulation, Data Visualization... Sirinda Palahan Project guided

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!

1 hour Programming George Boorman Project guided

The Hottest Topics in Machine Learning

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 guided

Generating Keywords for Search Campaigns

Automatically generate keywords for a search engine marketing campaign using Python to send website visitors to the right landing page.

1 hour Data Manipulation Francesca Donadoni Project guided

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.

1 hour Python Programming, Machine Learning... Mohammed Abufouda Project guided

Analyzing Motorcycle Part Sales

Use skills gained in the Data Analyst in SQL career track to derive insights about motorcycle part sales over time across multiple warehouse sites!

1 hour Data Manipulation, Reporting George Boorman Project guided

Exploring the Evolution of Lego

In this project, we will use data manipulation skills to zoom in on a time when Lego explored a new direction for their toy line!

45 minutes Data Manipulation Justin Saddlemyer Project guided

Combating Subscriber Churn with Targeted Marketing

Leverage machine learning algorithms and models for marketing analytics tasks in a streaming platform.

1 hour Machine Learning Iván Palomares Carrascosa Project guided

Building an E-Commerce Clothing Classifier Model with Keras

Automate e-commerce processes with image classification.

1 hour Machine Learning, Artificial Intelligence Chris Harper Project guided

Building an E-Commerce Clothing Classifier Model

Automate e-commerce processes with image classification.

1 hour Machine Learning, Artificial Intelligence Chris Harper Project guided

Enriching Stock Market Data using the OpenAI API

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

1 hour Applied Finance, Artificial Intelligence Eduardo Oliveira Project guided

Predicting Credit Card Approvals

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

1 hour Python Programming, Machine Learning Maarten Van den Broeck Project guided

Exploring the Evolution of Linux

Find out about the evolution of the Linux operating system by exploring its version control system.

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

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

1 hour Data Manipulation, Machine Learning... Stanislav Konkin Project guided

Interstellar Delivery: Mastering Datetime in Python

Manipulate date and time using Python

1 hour Programming Amina Edmunds Project guided

Building Core Sign-Up Functions to Help Validate New Users

Create custom Python functions to validate user input!

30 minutes Programming Amina Edmunds Project guided

Comparing Search Interest with Google Trends

Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.

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

Evaluate a Manufacturing Process

Identify issues in a manufacturing process using SQL window functions and subqueries

1 hour Data Manipulation Jasmin Ludolf Project guided

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.

30 minutes Programming George Boorman Project guided

Extract Stock Sentiment from News Headlines

Scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight.

45 minutes Data Manipulation, Data Visualization... Juan González-Vallinas Project guided

Building a Demand Forecasting Model

Use PySpark to build an e-commerce forecasting model!

1 hour Machine Learning Caroline Barbosa Project guided

Getting a Good Night's Sleep

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

1 hour Data Manipulation, Exploratory Data Analysis Amina Edmunds Project guided

Investigating Netflix Movies

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

1 hour Data Manipulation, Data Visualization Jasmin Ludolf Project guided

Writing Functions for Product Analysis

Use coding best practices and functions to improve a script!

45 minutes Programming Lis Sulmont Project guided

Debugging a Sales Data Workflow

Sometimes, things that once worked perfectly suddenly hit a snag. Practice your knowledge of DataFrames to find the problem and fix it!

45 min Data Manipulation Katerina Zahradova Project guided

Generating Keywords for Google Ads

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

60 minutes Data Manipulation Elias Dabbas Project guided

Clustering Antarctic Penguin Species

Arctic Penguin Exploration: Unraveling Clusters in the Icy Domain with K-means Clustering

1 hour Machine Learning Amir Parizi Project guided
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