Analytics training teaches technical proficiency and critical thinking skills for decision-making using data. It includes software skills, data manipulation, and database management, and can be gained through formal training and on-the-job experience. Various programs and courses are available, including free resources, but research is necessary to ensure credibility.
The best analytics training gives you the technical proficiency and critical thinking skills needed to succeed in an analytics position. The term “analysis” is used to describe how an organization uses existing data as part of the decision-making process. The data used varies widely depending on the setting and context of the decisions being made. For example, a research project will use analytics to review study data and a company will use analytics to review customer behavior.
Technical proficiency includes three specific skill sets: software skills, data manipulation, and database management. All three of these skills are required to effectively create queries, review reports for validity, and confirm the accuracy of system outputs. A combination of formal analytics training and on-the-job experience is the most common way to gain the required level of expertise.
There are several analysis programs available, depending on the industry and system architecture. User reference guides, online demos, and short courses are the most popular ways to complete analytics software training. Take the time to read the prerequisites and make sure you have the necessary skills to follow the material. The concepts used in this type of work are very complex and people without sufficient training will be very frustrated. These courses are usually provided by the vendor or organization that purchased the software.
Data manipulation and database management techniques are solution independent and are essential skills in analysis. This type of training is not tied to specific software but is offered at a more theoretical level. Courses offered by a university as part of a certificate or statistical program are an ideal way to gain this type of training in analysis. Take the time to learn key words and phrases common to this course before class to avoid confusion.
Critical thinking courses are available at many colleges, universities, and professional associations. Carefully research each program and select the institution that offers accredited programs through various delivery methods. Online courses should include a variety of discussion tools to encourage communication with the instructor and with peers. Generally, classroom courses are offered in the evenings and on weekends to accommodate working students’ schedules.
There are many free books, magazines, courses, and webinars covering analytics training topics. These independent study options are a great way to gain background information or brush up on existing skills. Research the background of the author or creator of the material to ensure the data is correct and the techniques discussed are accepted in the industry.
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