Associate Data Scientist in R
- 88 hrs
- 115.9K learners
Learn how to use R for data science, from data manipulation to machine learning. Gain the career-building skills you need to succeed in data science!
Career
Turn your learning into real career progression. Based on the latest industry demands, DataCamp’s Data Scientist Certification validates your ability to collect, manipulate, and analyze data.
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Data science is an in-demand, well-paid career, so breaking into the field is competitive. Employers look for professionals who can not only analyze data but also frame insights, solve problems, and communicate findings effectively.
Designed in collaboration with an advisory panel, that’s where the DataCamp Data Scientist Certification steps in.
Available at two levels—Associate Data Scientist for new learners and Data Scientist for learners ready to enter the job market—you’ll complete a series of tasks that prove your ability to handle real-world data challenges with confidence.


Once registered, you have 30 days to complete each certification:
To earn a certification, you must showcase your ability to:


Earning a Data Scientist Certification is more than an achievement—it’s proof of your expertise in one of the most in-demand data roles.Alongside enhancing your CV, share your certification on LinkedIn to highlight your skills and boost your visibility with employers.

Embark on your certification journey by registering today! Once registered, you'll have 30 days to conquer the timed exam(s) and practical exam. To ensure you're fully prepared, we recommend taking the readiness quiz before the certification.
We will put your skills to the test with two timed exams. You will have two hours and two attempts at each exam to show you are ready. Not quite there? Don't worry, DataCamp's learning platform has everything you need to prepare and achieve your goals.


Once you've completed the timed exam, get ready to showcase your abilities in the practical exam. Dive into the sample exam beforehand to familiarize yourself with the format and expectations. For associate exams, you will be automatically graded, giving you your results moments after submitting. At higher levels you will be graded by a real human who will review the report and presentation that you submit.
Congratulations! You've navigated through the challenging terrains of our certification journey, showcasing your expertise and commitment along the way. In this final step, bask in the glory of your achievements as you officially receive your Certification. This badge of excellence not only symbolizes your proficiency in the field but opens doors to new opportunities in your career.

The Data Scientist Associate Certification, which can be taken in R or Python, is your gateway into the world of data and a chance to prove your core data skills to future employers.
Assess your ability to perform exploratory analysis and statistical experimentation. To pass, you should be able to calculate metrics to report data characteristics and relationships between features, create data visualizations, describe statistical concepts for hypothesis testing and experimentation, apply sampling methods to data, and perform statistical tests.
Test your skills in data management, modeling, and programming for data science. To pass, you should be able to perform data import, joining, and aggregation tasks; clean data for analysis; assess and validate data quality; transform data for modeling; implement supervised and unsupervised learning models; assess model performance; and write production-quality code using functions, control flow, and loops.
Apply your skills in data management, exploratory analysis, and model development. You'll review a business problem, validate data, calculate metrics, and fit models.
The Data Scientist Certification signals to employers that you are ready for an entry-level role.
Taken in SQL—and Python or R—you’ll be tested in data analysis and manipulation, alongside your ability to solve a business problem and communicate your findings.
This exam is the same as the Associate level exam.
Tests your data management, programming, and modeling skills in R or Python, and SQL. To pass, you must perform data extraction, joining, aggregation, and cleaning in SQL, and assess and validate data quality.. The exam requires preparing data for modeling, implementing and assessing supervised and unsupervised learning models, and writing production-quality code with functions, control flow, and loops.
The final step is assessing your data visualization and communication skills. You will review a business problem, create visualizations, and provide a summary for a defined audience via a recorded presentation submitted via the certification portal. You need to present data concepts to small, diverse audiences, use data visualization effectively, frame and summarize data stories, and communicate with business leaders using written and verbal methods.
Learn how to use R for data science, from data manipulation to machine learning. Gain the career-building skills you need to succeed in data science!
Learn data science in Python, from data manipulation to machine learning. This track provides the skills needed to succeed as a data scientist!
The Associate Data Science Certification is automatically graded and you’ll get your results instantly.
Data Science Certification is graded by our panel of experts. Itcan take up to 14 days to receive your results.

Ready to get going? Once registered, you’ll have 30 days to complete each certification.
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