Whether you're starting your career or trying to advance to the next level, experts at Google are here to help.
Build Agile skills to stay organized and complete projects faster.
Data analysis is the process of collecting, cleaning, and interpreting data. The insights gleaned from data analysis help businesses make more informed decisions.
Data analysis can sound a lot like data science. They’re closely related fields, but there are important differences. Whereas data scientists tend to build algorithms and analytical models with which to gather and decipher data, data analysts are typically not responsible for the creation of those tools or systems.
Many data analysts use technical skills like SQL (Structured Query Language), a statistical programming language, like R or Python, and the ability to work with probability and statistics. Data analysts also have to know how to work with certain software like Tableau, MySQL, and SAS.
You can take individual courses on each one of these technical skills or learn several at once by earning your Professional Certificate through either Google or IBM, or enroll in a degree program to pivot careers or advance your knowledge.
When you're looking to begin a career in data analysis, the best online data analytics courses to start with include: Introduction to Data Analytics, Stanford Statistics, Data Analysis with Python, Analyzing and Visualizing Data with the Google Way, and Excel Basics: Data Analysis with IBM. These courses teach the fundamentals of data analysis while offering an in-depth introduction to the field.
If you already have a strong understanding of the field, you can gain new skills or advance your current skills with a number of specialty data analyst courses on Coursera, including IBM AI Workflow for Data Analysis and Hypothesis Testing, Machine Learning Data Lifecycle in Production, Advanced Valuation and Strategy, Automated Machine Learning for Datasets and ML Models, and Probabilistic Graphical Models. Each of these online data analysis courses covers advanced topics that can help equip you with key skills in those areas.
The answer to that will depend on the data analysis course you take, as each offering on Coursera differs. Many courses take 12 hours or less to complete.
Specializations—or a grouping of three or more courses under one topic—are often more involved and can take 3-5 months, at a suggested pace of 3-5 hours per week. Professional Certificates are also a higher time commitment, ranging between 5-7 months at a suggested time commitment of 3-10 hours a week.
The average annual salary for a data analyst was $72,274 as of March 2023, according to Glassdoor. Several factors can influence how much your salary will be as a data analyst, including years of experience, industry, and location.
Read more about how much you can make as a data analyst.
Data analysts are in demand across sectors given that many industries now rely on data to help make informed business decisions. As an entry-level data analyst, you may find openings in industries such as information (also known as tech), health care, e-commerce, finance, education, science, and many others.
Learn more about possible data analyst career paths.
Online Data Analysis courses offer a convenient and flexible way to enhance your knowledge or learn new Data Analysis skills. Choose from a wide range of Data Analysis courses offered by top universities and industry leaders tailored to various skill levels.
When looking to enhance your workforce's skills in Data Analysis, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.
Learning program | Description |
---|---|
Guided Project | Learn a job-relevant skill that you can use today in under 2 hours through an interactive experience guided by a subject matter expert. Access everything you need right in your browser and complete your project confidently with step-by-step instructions. |
Project | Learn a new tool or skill in an interactive, hands-on environment. |
Course | Take courses from the world's best instructors and universities. Courses include recorded auto-graded and peer-reviewed assignments, video lectures, and community discussion forums. When you complete a course, you’ll be eligible to receive a shareable electronic Course Certificate for a small fee. |
Specialization | Enroll in a Specialization to master a specific career skill. You’ll complete a series of rigorous courses, tackle hands-on projects, and earn a Specialization Certificate to share with your professional network and potential employers. |
Professional Certificate | Whether you’re looking to start a new career or change your current one, Professional Certificates on Coursera help you become job ready. Learn at your own pace from top companies and universities, apply your new skills to hands-on projects that showcase your expertise to potential employers, and earn a career credential to kickstart your new career. |
MasterTrack® Certificate | With MasterTrack® Certificates, portions of Master’s programs have been split into online modules, so you can earn a high quality university-issued career credential at a breakthrough price in a flexible, interactive format. Benefit from a deeply engaging learning experience with real-world projects and live, expert instruction. If you are accepted to the full Master's program, your MasterTrack coursework counts towards your degree. |
Degree | Transform your resume with a degree from a top university for a breakthrough price. Our modular degree learning experience gives you the ability to study online anytime and earn credit as you complete your course assignments. You'll receive the same credential as students who attend class on campus. Coursera degrees cost much less than comparable on-campus programs. |