How do I become a data scientist as a teenager?

Updated on : December 3, 2021 by Samantha Johnson



How do I become a data scientist as a teenager?

Seriously? 90% of data scientists have at least a master's degree in something quantitative, and ~ 40% have a Ph.D. Unless you have radical acceleration, it is highly unlikely that you will have the necessary education. Data scientists are another word for statisticians working with big data and machine learning algorithms. The methods are based on calculus, linear algebra, advanced probability / statistics (undergraduate statistics majors usually take graduate courses in statistics / probability in their final year), and evidence-based mathematics (real analysis, topology ... .). Coding these days has nothing to do with

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Seriously? 90% of data scientists have at least a master's degree in something quantitative, and ~ 40% have a Ph.D. Unless you have radical acceleration, it is highly unlikely that you will have the necessary education. Data scientists are another word for statisticians working with big data and machine learning algorithms. The methods are based on calculus, linear algebra, advanced probability / statistics (undergraduate statistics majors usually take graduate courses in statistics / probability in their final year), and evidence-based mathematics (real analysis, topology ... .). Coding these days has nothing to do with data science, except maybe in Silicon Valley, where people blindly apply random forest to every problem and wonder why their products are broken. And honestly, with all this automation of algorithms and platforms, we '

Data science is NOT coding. Data science is applied mathematics that is implemented in a language like R, Matlab, or Python, all of which have packages that reduce the need to know a lot about coding. Data science in NOT coding; This field is not similar to selling hamburgers at McDonald's where you don't need experience or education to get the job done.

With that said, if you're serious about it, learn the math. Learn all you can. If not, look for a software engineer position. I don't think you need a college degree to start working as such, especially in tech companies, as long as you are decent at coding.

Data science is about thinking outside the box about the domain in which it applies. Since you are a teenager, it is your advantage: you do not have a box yet. So what I would do if I was a teenager again and wanted to become a data scientist is: I would learn statistics and calculus, programming and numerical methods, as well as data visualization. Then start looking for data - time series charts and scatter charts, histograms and CDFs (you'll know what they are after taking the stats), see what you can learn from the data visually. Then think about how you can make the machine learn the same

Keep reading

Data science is about thinking outside the box about the domain in which it applies. Since you are a teenager, it is your advantage: you do not have a box yet. So what I would do if I was a teenager again and wanted to become a data scientist is: I would learn statistics and calculus, programming and numerical methods, as well as data visualization. Then start looking for data - time series charts and scatter charts, histograms and CDFs (you'll know what they are after taking the stats), see what you can learn from the data visually. Then think about how you can make the machine learn the same knowledge from the same data (programming). There are many great textbooks on machine learning, start learning the methods that will get you there.

Most importantly, don't forget that a thousand-mile highway begins with just one step.

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