Datacamp

DataCamp is an interactive learning platform that allows you to master data science, statistics, and ML (machine learning) skills. With over 10,000 users a month, DataCamp offers courses on R, Python, Sheets, SQL, and Unix shell. Each course consists of multiple videos, coding challenges, and special projects.
Total courses: 366
Datacamp
Datacamp

SQL is an essential skill for data scientists, and Microsoft SQL Server is one of the world's most popular database systems. In this course, you'll start with simple SELECT statements, and refine these queries with...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

Say you've found a great dataset and would like to learn more about it. How can you start to answer the questions you have about the data? You can use dplyr to answer those questions—it...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

It's commonly said that data scientists spend 80% of their time cleaning and manipulating data and only 20% of their time analyzing it. The time spent cleaning is vital since analyzing dirty data can lead...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

There’s a lot more to Microsoft Excel than SUM and COUNT. Companies and institutions around the world use Excel’s powerful functions to efficiently transform mountains of raw data into clear insights, and now you can...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

Seaborn is a powerful Python library that makes it easy to create informative and attractive visualizations. This course provides an introduction to Seaborn and teaches you how to visualize your data using plots such as...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

The ability to produce meaningful and beautiful data visualizations is an essential part of your skill set as a data scientist. This course, the first R data visualization tutorial in the series, introduces you to...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

What's behind the machine learning hype? In this non-technical course, you’ll learn everything you’ve been too afraid to ask about machine learning. There’s no coding required. Hands-on exercises will help you get past the jargon...

  • Datacamp
  • Flexible deadline
  • 2 hours
  • Certificate
Datacamp

As a data scientist, you will need to clean data, wrangle and munge it, visualize it, build predictive models, and interpret these models. Before you can do so, however, you will need to know how...

  • Datacamp
  • Flexible deadline
  • 3 hours
  • Certificate
Datacamp

After all of the hard work of acquiring data and getting them into a form you can work with, you ultimately want to make clear, succinct conclusions from them. This crucial last step of a...

  • Datacamp
  • Flexible deadline
  • 3 hours
  • Certificate
Datacamp

As a Data Scientist, the majority of your time should be spent gleaning actionable insights from data - not waiting for your code to finish running. Writing efficient Python code can help reduce runtime and...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

You’ve already used SQL to query data from databases. But did you know that there's a lot more you can do with databases? You can model different phenomena in your data, as well as the...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

You've done your analysis, built your report, and trained a model. What's next? Well, if you want to deploy your model into production, your code will need to be more reliable than exploratory scripts in...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

As a data scientist, you will need to clean data, wrangle and munge it, visualize it, build predictive models and interpret these models. Before you can do so, however, you will need to know how...

  • Datacamp
  • Flexible deadline
  • 2 hours
  • Certificate
Datacamp

How do we get from data to answers? Exploratory data analysis is a process for exploring datasets, answering questions, and visualizing results. This course presents the tools you need to clean and validate data, to...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

Say you have a collection of customers with a variety of characteristics such as age, location, and financial history, and you wish to discover patterns and sort them into clusters. Or perhaps you have a...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

You have probably come across Google News, which automatically groups similar news articles under a topic. Have you ever wondered what process runs in the background to arrive at these groups? In this course, you...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

Visualizing data using charts, graphs, and maps is one of the most impactful ways to communicate complex data. In this course, you’ll learn how to choose the best visualization for your dataset, and how to...

  • Datacamp
  • Flexible deadline
  • 2 hours
  • Certificate
Datacamp

Do you want to make beautiful, informative visualizations with ease? If so, then you must learn seaborn! Seaborn is a visualization library that is an essential part of the python data science toolkit. In this...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

In this course, you'll learn how to use Spark from Python! Spark is a tool for doing parallel computation with large datasets and it integrates well with Python. PySpark is the Python package that makes...

  • Datacamp
  • Flexible deadline
  • 4 hours
  • Certificate
Datacamp

Importing data into R should be the easiest step in your analysis. Unfortunately, that is almost never the case. Data can come in many formats, ranging from . csv and text files, to statistical software...

  • Datacamp
  • Flexible deadline
  • 3 hours
  • Certificate