technology

Lucy D'Agostino McGowan

In this course you'll learn to build dashboards using the shinydashboard package.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/building-dashboards-with-shinydashboard

Master the complex SQL queries necessary to answer a wide variety of data science questions and prepare robust data s...

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/intermediate-sql

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/intermediate-t-sql

Timo Grossenbacher

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/introduction-to-relational-databases-in-sql

John MacKintosh

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/introduction-to-sql-server

Learn to apply all the SQL concepts and functions you have learned in previous courses to build out your very own das...

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/reporting-in-sql

Christina Maimone

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/sql-for-exploratory-data-analysis

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/writing-functions-and-stored-procedures-in-sql-server

spreadsheets

Learn how to use conditional formatting with your data through built-in options and by creating custom formulas.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/conditional-formatting-in-spreadsheets

Vincent Vankrunkelsven

spreadsheets

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/data-analysis-with-spreadsheets

spreadsheets

Learn the fundamentals of data visualization using spreadsheets.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/data-visualization-in-spreadsheets

spreadsheets

Learn how to build a graphical dashboard with spreadsheets to track the performance of financial securities.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/financial-analytics-in-spreadsheets

spreadsheets

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/intermediate-spreadsheets-for-data-science

spreadsheets

Explore the world of Pivot Tables within Google Sheets, and learn how to quickly organize thousands of data points wi...

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/pivot-tables-with-spreadsheets

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/conda-essentials

Learn how to write Conda recipes and share them on Anaconda Cloud.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/conda-for-building-distributing-packages

Learn A/B testing: including hypothesis testing, experimental design, and confounding variables.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/ab-testing-in-r

Federico Castanedo

Learn how to apply advanced dimensionality techniques such as t-SNE and GLRM.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/advanced-dimensionality-reduction-in-r

Learn R for data science by wrangling, visualizing, and modeling political data like polls and election results.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/analyzing-election-and-polling-data-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/analyzing-survey-data-in-r

Learn to rapidly visualize and explore demographic data from the United States Census Bureau using tidyverse tools.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/analyzing-us-census-data-in-r

Alastair Rushworth

Learn statistical tests for identifying outliers and how to use sophisticated anomaly scoring algorithms.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/anomaly-detection-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/arima-modeling-with-r

In this course, you'll learn how to implement more advanced Bayesian models using RJAGS.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/bayesian-modeling-with-rjags

Learn how to leverage Bayesian estimation methods to make better inferences about linear regression models.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/bayesian-regression-modeling-with-rstanarm

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/bond-valuation-and-analysis-in-r

In this course you'll learn how to create static and interactive dashboards using flexdashboard and shiny.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/building-dashboards-with-flexdashboard

Learn to build simple models of market response to increase the effectiveness of your marketing plans.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/building-response-models-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/building-web-applications-in-r-with-shiny-case-studies

Learn how to analyze business processes in R and extract actionable insights from enormous sets of event data.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/business-process-analytics-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/categorical-data-in-the-tidyverse

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/chip-seq-workflows-in-r

Learn to explore your data so you can properly clean and prepare it for analysis.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/cleaning-data-in-r

https://www.dataquest.io/course/r-data-cleaning/ and https://www.coursera.org/learn/data-cleaning?specialization=jhu-data-science

Dmitriy Gorenshteyn

Develop a strong intuition for how hierarchical and k-means clustering work and learn how to apply them to extract in...

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/cluster-analysis-in-r

Timo Grossenbacher

Leverage the power of tidyverse tools to create publication-quality graphics and custom-styled reports that communica...

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/communicating-with-data-in-the-tidyverse

Learn how to describe relationships between two numerical quantities and characterize these relationships graphically.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/correlation-and-regression

Learn all about how DataCamp builds the best platform to learn and teach data skills.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/course-creation-at-datacamp

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/introduction-to-credit-risk-modeling-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/data-table-data-manipulation-r-tutorial

https://cran.r-project.org/web/packages/data.table/vignettes/datatable-intro.html; https://cran.r-project.org/web/packages/data.table/vignettes/datatable-reference-semantics.html; https://cran.r-project.org/web/packages/data.table/vignettes/datatable-secondary-indices-and-auto-indexing.html

Master core concepts about data manipulation such as filtering, selecting and calculating groupwise statistics using ...

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/data-manipulation-in-r-with-datatable

Garrett Grolemund

Master techniques for data manipulation using the select, mutate, filter, arrange, and summarise functions in dplyr.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/dplyr-data-manipulation-r-tutorial

Publicly release data sets with a differential privacy guarantee.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/data-privacy-and-anonymization-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/data-visualization-in-r

Garrett Grolemund

Learn to create interactive graphs to display distributions, relationships, model fits, and more using ggvis.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/ggvis-data-visualization-r-tutorial

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/data-visualization-in-r-with-lattice

Learn to produce meaningful and beautiful data visualizations with ggplot2 by understanding the grammar of graphics.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/data-visualization-with-ggplot2-1

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/data-visualization-with-ggplot2-2

This course covers some advanced topics including strategies for handling large data sets and specialty plots.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/data-visualization-with-ggplot2-part-3

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/dealing-with-missing-data-in-r

Learn defensive programming in R to make your code more robust.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/defensive-r-programming

In this course you will gain an overview clinical trial designs, determine the numbers of patients needed and conduct...

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/designing-and-analyzing-clinical-trials-in-r

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/developing-r-packages

Alexandros Tantos

Develop your intuition for when to reduce dimensionality in your data, and master the fundamentals of how to do so in R.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/dimensionality-reduction-in-r

https://www.coursera.org/lecture/statistical-genomics/dimension-reduction-in-r-8-48-8AYGh

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/equity-valuation-in-r

In this course you'll learn about basic experimental design, a crucial part of any data analysis.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/experimental-design-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/exploratory-data-analysis-in-r-case-study

https://www.coursera.org/learn/exploratory-data-analysis?specialization=jhu-data-science (see week 4)

Use a rich baseball dataset from the MLB's Statcast system to practice your data exploration skills.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/exploring-pitch-data-with-r

Jennifer Brussow

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/factor-analysis-in-r

Learn a variety of feature engineering techniques to develop meaningful features that will uncover useful insights ab...

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/feature-engineering-in-r

Learn how to speak the language (and do the math!) of corporate finance to pitch your next great business idea.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/financial-analytics-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/financial-trading-in-r

Learn how to identify important drivers of demand, look at seasonal effects, and predict demand for a hierarchy of pr...

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/forecasting-product-demand-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/foundations-of-functional-programming-with-purrr

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/foundations-of-probability-in-r

https://www.coursera.org/learn/probability-intro?specialization=statistics (weeks 3 and 4) and https://www.edx.org/course/r-probability-2

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/fraud-detection-in-r

Rasmus Bååth

Learn what Bayesian data analysis is, how it works, and why it is a useful tool to have in your data science toolbox.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/fundamentals-of-bayesian-data-analysis-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/garch-models-in-r

The Generalized Linear Model course expands your regression toolbox to include logistic and Poisson regression.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/generalized-linear-models-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/hierarchical-and-mixed-effects-models

Jonathan Regenstein

Learn how to build dynamic, engaging, and interactive charts using the highcharter R package.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/highcharter-for-finance-in-r

Manipulate, visualize, and perform statistical tests on HR data.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/human-resources-analytics-in-r-exploring-employee-data

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/human-resources-analytics-in-r-predicting-employee-churn

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/hyperparameter-tuning-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/importing-cleaning-data-in-r-case-studies

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/importing-and-managing-financial-data-in-r

Filip Schouwenaars

In this course, you will learn to read CSV, XLS, and text files in R using tools like readxl and data.table.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/importing-data-in-r-part-1

Filip Schouwenaars

Parse data in any format. Whether it's flat files, statistical software, databases, or data right from the web.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/importing-data-in-r-part-2

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/inference-for-categorical-data

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/inference-for-linear-regression

Mine Cetinkaya-Rundel

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/inference-for-numerical-data

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/interactive-data-visualization-with-plotly-in-r

Learn rbokeh: a visualization library for interactive web-based plots.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/interactive-data-visualization-with-rbokeh

Continue learning with purrr to create robust, clean, and easy to maintain iterative code.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/intermediate-functional-programming-with-purrr

Learn to create animated graphics and linked views entirely in R with plotly.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/intermediate-interactive-data-visualization-with-plotly-in-r

Advance you R finance skills to backtest, analyze, and optimize financial portfolios.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/intermediate-portfolio-analysis-in-r

Filip Schouwenaars

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/intermediate-r-practice

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/intermediate-r-for-finance

Learn to use essential bioconductor packages using datasets from virus, fungus, human and plants!

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/introduction-to-bioconductor

Mine Cetinkaya-Rundel

Learn the language of data, study types, sampling strategies, and experimental design.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/introduction-to-data

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/introduction-to-portfolio-analysis-in-r

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/introduction-to-r-for-finance

Learn how to analyze huge datasets using Apache Spark and R using the sparklyr package.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/introduction-to-spark-in-r-using-sparklyr

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/introduction-to-text-analysis-in-r

Get started on the path to exploring and visualizing your own data with the tidyverse, a powerful and popular collect...

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/introduction-to-the-tidyverse

David S. Matteson

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/introduction-to-time-series-analysis

This course will show you how to combine and merge datasets with data.table.

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/joining-data-in-r-with-datatable

Garrett Grolemund

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

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/joining-data-in-r-with-dplyr

This course is an introduction to linear algebra, one of the most important mathematical topics underpinning data sci...

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/linear-algebra-for-data-science-in-r

https://www.datacamp.com/web/20190418030303/https://www.datacamp.com/courses/longitudinal-analysis-in-r