The badge earner is able to write their own Python scripts and perform basic hands-on data analysis using IBM's Jupyter-based lab environment.

Tools for Data Science

This badge earner has demonstrated their skill and understanding of how popular data science tools such as the Jupyter Notebook, RStudio, Zeppelin and Watson Studio are used, as well as the advantages...

Databases and SQL for Data Science

This badge earner understands relational database concepts, can construct and execute SQL queries, and has demonstrated hands-on experience accessing data from databases using Python-based Data...

Data Science Foundations Specialization

This badge earner has developed foundational skills in Data Science. The earner understands what Data Science is and knows about the various kinds of tasks that a Data Scientist performs. The...

Data Science Professional Certificate

The badge earner is ready for a career in data science with demonstrated ability to solve for real-world problems. They can apply Data Science methodology - work with Jupyter notebooks - create Python...

Data Analysis Using Python

This badge earner understands the essential steps necessary to analyze data in Python using multi-dimensional arrays, manipulating DataFrames in pandas, using SciPy library of mathematical routines...

IBM Cloud Pak for Data V3.0.x Data Science

The successful badge earner knows how to use Data Refinery, AutoAI Experiment, notebooks, JupyterLab, and is familiar with projects, jobs, connected data, analytics models, and deployment. The earner...

Data Science Tools

This badge earner is able to use Jupyter Notebooks including its features and popular tools used by R Programmers including RStudio IDE. The earner understands how to use various data science and data...

Statistics for Data Science with Python

This badge earner has demonstrated foundational knowledge of statistical analysis. They are able to summarize, present and visualize data in a way that is clear, concise and provides practical insight...

Data Science Fundamentals Specialization

The badge earner has demonstrated mastery of foundational skills required for Data Science, including open source tools and libraries such as Jupyter notebooks and R Studio, Python programming...

Data Analyst Professional Certificate

This credential earner has demonstrated proficiency in applying different analytical techniques by analyzing real-world datasets, creating visualizations & interactive dashboards, and presenting...

IBM Cloud Pak for Data V3.5.x Data Science

The successful badge earner knows how to use Data Refinery, AutoAI Experiment, notebooks, JupyterLab, and is familiar with projects, jobs, connected data, analytics models, and deployment. The earner...

Data Analyst Professional Certificate (V2)

This credential earner has demonstrated proficiency in applying different analytical techniques by analyzing real-world datasets, creating visualizations & interactive dashboards, and presenting...

Data Science Fundamentals Specialization (V2)

The badge earner has demonstrated mastery of foundational skills required for Data Science, including open source tools and libraries such as Jupyter notebooks and R Studio, Python programming...

Data Science Professional Certificate (V2)

The badge earner is ready for a career in data science with demonstrated ability to solve for real-world problems. They can apply Data Science methodology - work with Jupyter notebooks - create Python...

Python Project for Data Science

This badge earner demonstrates foundational Python skills for working with data. This includes: understanding the role of a Data Scientist / Data Analyst; applying Python fundamentals, working with...

Analyzing Data with Python

This credential earner understands the essential steps necessary to analyze data in Python using multi-dimensional arrays, manipulating DataFrames in pandas, using SciPy library of mathematical...

Data Science Tools

This credential earner is able to use Jupyter Notebooks including its features and tools used by R Programmers including RStudio IDE. The earner understands how to use various data science and data...

Python for Data Engineering Project

This credential earner is be able to apply Python skills for Webscraping and data extraction using APIs. They know how to transform data into specific data types. The earner is able to log operations,...

R Programming Basics for Data Science

This credential earner understands how to manipulate numeric and textual data types using the R programming language and RStudio or Jupyter Notebooks. The earner can define and manipulate R data...

SQL for Data Science with R Essentials

This credential earner understands how to create and access a database instance on cloud and write basic SQL statements: CREATE, DROP, SELECT, INSERT, UPDATE, DELETE. They know how to filter, sort,...

Statistics for Data Science using Python Essentials

This credential earner is able to: calculate & apply measures of central tendency & measures of dispersion to grouped & ungrouped data; summarize, present, & visualize data in a way that is clear,...

R Programming for Data Science Essentials

This badge earner has demonstrated foundational knowledge in R Programming in Data Science. The individual understands common data structures, programming fundamentals, and how to manipulate data all...

SQL for Data Science with R Essentials

This credential earner has demonstrated a foundational knowledge of SQL for Data Science with R. The individual can write basic SQL statements, such as CREATE, DROP, SELECT, INSERT, UPDATE, and...

IBM Machine Learning Specialist - Associate

The successful badge earner understands the requirements, terms and concepts associated with successfully developing and deploying AI solutions in their enterprises. The earner can install and use...