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A bachelor's degree in a related field, such as statistics, mathematics or computer science, can substitute for some or all of the occupational experience needed to qualify for some of these certification exams. Data analysts can become certified through several organizations.
A bachelor's degree is needed for most entry-level jobs, and a master's degree will be needed for many upper-level jobs. Most analysts will have degrees in fields like math, statistics, computer science, or something closely related to their field. Strong math and analysis skills are needed.
To become a data analyst, you must first earn a Bachelor's degree, which is a requirement for most of the entry-level data analyst positions. The relevant disciplines include Finance, Economics, Mathematics, Statistics, Computer Science, and Information Management.
Guide to become a Data Analyst with no Experience: The minimum degree you need to have to become a Data Analyst for most of the entry-level Data Analyst positions is a Bachelor's degree. The eligible streams are Economics, Finance, Mathematics, Statistics, Information Management, and Computer Science.
It's not hard to become a Data Analyst. It's hard to succeed as a Data Analyst. You can gain minimal skills to become a data analyst at any organization (startup to big company) but post that what you do with your career that matters.
As for the value of a certificate in data science, the answer is yes, of course it is worth it BUT the degree of value depends upon what is being taught and how reputed the institute is.
A data analytics certification can make you eligible for a variety of relevant job roles, such as solution architect, data scientist, project manager, business intelligence professional and statistician. The skill sets developed in one industry or country are usually easily transferable to another industry or country.
A data science degree or a MOOC cannot get you a job as a data scientist, it is ultimately the skills that matter. Having a data science degree is not a bad thing but without experience and internship, cracking the interview for a data scientist job, at top tech companies is difficult.

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