Data analytics certificates

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Learn in-demand skills to solve data-driven problems for leading organizations across various industries using a broad range of data analysis techniques, tools, and methodologies. teach learners to extract insights from big data and translate them into actionable initiatives. Choose from opportunities like data analytics boot camp programs online.

Interested in more advanced offerings? Check out various .

What you'll learn

In a typical data analytics certificate program, courses teach you the essential knowledge and up-to-date technical skills you'll need to be successful as a data analytics professional, such as how to:

• Collect, clean, organize, query, and analyze datasets
• Conduct statistical analysis of data findings
• Mine and manipulate data using Python and R programming languages
• Leverage artificial intelligence (AI) to automate tasks
• Build predictive models using basic machine learning
• Visualize data with graphs and charts to tell a story
• Use tools like Excel, SQL, Microsoft Power, BI, and Tableau
• Translate analysis into possible working solutions for business purposes
• Meet ethical standards in terms of bias, privacy, security, data governance, and regulatory compliance

What can you do with a certificate in data analytics?

As more and more companies collect and use data in some fashion to make smarter business decisions, there is a high demand for workers skilled in data analytics.

Here are three possible jobs where a certificate in data analytics may help, with each role's required skills as well as salary data from the Bureau of Labor Statistics (BLS):

Data scientist

Data scientists analyze large datasets to identify trends, build predictive models, and recommend data-driven business solutions. They communicate predictions that help companies calculate potential risks and make long-range plans. Data scientists often work in technology, healthcare, finance, or retail industries, helping businesses optimize, innovate, and thrive.

Employers may require a bachelor's degree or other advanced degree for data scientist positions, so you'll likely need further education beyond a data analytics certificate.

• Required skills: Expert-level understanding of computer technology, programming languages (Python, R, SQL), quantitative and statistical analysis, machine-learning algorithms and predictive models
• Median annual salary (May 2023): $108,020

Management analyst

Management analysts evaluate a business's organizational structure, workflows, and operations, identify areas of inefficiency or poor performance, and recommend strategies or solutions to help optimize operations, increase productivity, and boost company profits. They usually work in government, healthcare, or technology industries.

• Required skills: Data analysis and interpretation, project management and corporate structure knowledge, proficiency in Microsoft Excel, SQL, and/or Tableau
• Median annual salary (May 2023): $99,410

Market research analyst

Market research analysts collect and analyze data to help companies understand current marketing trends, their target audience, and the impact of advertising campaigns. Commonly found working in retail, advertising, and consumer goods industries, they may research competitors, review customer feedback, and advise companies on how to increase engagement, conversion rates, and profits.

• Required skills: Quantitative and qualitative research methods, statistical data analysis, ability to create and give presentations
• Median annual salary (May 2023): $74,680