Data Analytics

6 courses

Data Analysis 101 with R

Dive into the world of data analysis with our comprehensive learning path specifically designed for R. This course series is aimed at constructing a robust understanding of data analysis, allowing you to interpret, visualize, and communicate data effectively.

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This learning path includes:

6 courses with bite-sized lessons and practices

27 engaging lessons in text and video formats

108 hands-on practices

One-on-one guidance from Cosmo, our AI tutor

Verified skills you'll gain

ADVANCED

Mathematics and Statistics

INTERMEDIATE

Coding and Data Algorithms

ADVANCED

Data Cleaning and Preprocessing

INTERMEDIATE

Data Visualization and Reporting

Tools you'll use

tidyverse

Trusted by learners working at top companies

4 lessons

15 practices

Data Manipulation in R

Deep dive into data manipulation using dplyr in R. Understand and apply various dplyr functions for selecting, filtering, summarizing, and mutating data.

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5 lessons

21 practices

Statistical Analysis with R

Explore statistical analysis within R to perform descriptive and inferential statistics, understand probability distributions, and conduct hypothesis testing.

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4 lessons

17 practices

Data Cleaning and Preprocessing with R

Master the art of cleaning data using tidyr as part of the tidyverse ecosystem. Focus on techniques for dealing with missing values, reshaping data, and preparing datasets for analysis.

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5 lessons

20 practices

Advanced Data Transformation Techniques

Delve into advanced data transformation techniques with R to manage and manipulate complex datasets. Learn to merge datasets, create advanced visualizations, and optimize data processing.

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4 lessons

15 practices

Hypothesis Testing in R

Gain proficiency in hypothesis testing within the R environment. Learn to formulate, execute, and interpret various statistical tests to make data-driven decisions.

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5 lessons

20 practices

Data Visualization with ggplot2

Discover the power of data visualization in R using the ggplot2 package. Learn how to craft clear, informative, and appealing visual representations of data.

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Meet Cosmo: The smartest AI guide in the universe

Our built-in AI guide and tutor, Cosmo, prompts you with challenges that are built just for you and unblocks you when you get stuck.

Whether you’re leveling up or just starting out, find your next step here.