Things You Need to Know About Data Science
While you may be skilled and experienced in your current career path, you would need to know that there different set of skills you would need in data science. In a case you are already in some specific field, you would need to read on to know whether you have some of the skills as a data scientist. If you are green, young and taking data science diploma as your first diploma, you would need to consider to continue to read this article.
Among the skills you need to have as a data scientist include programming skills. Programming is one of the skills one cannot avoid as a data scientist. It would, therefore, be essential for one to concentrate in statistical programming as a student to avoid instances where he or she has problems when practicing in the field. Read more now!
Statistics may be yet another field one may need to take time to understand. It would be essential to get ready to learn statistics as well as get familiar with statistics tests, maximum likelihood estimators and distributions. You would also need to note that machine learning may also be a skill you would need to take your time in. You may need to keep when learning statistics bearing in mind that you may get a job in a data-driven company.
Machine learning is yet another skill you may need to acquire. Most companies that deal with huge amounts of data or that are data-driven will take time when hiring a data scientist. You would also need to take your machine learning classes seriously. However, you may need to know that the best programming tools tend to have machine learning in their libraries making it not as essential for one to understand the algorithm.
You would also need to know that linear algebra and multivariable calculus may be yet another field you may need to have some exposure in companies where their product is defined by data may demand an expert in this field. Get details, visit https://www.huffingtonpost.com/entry/the-top-5-skills-every-data-scientist-needs_us_593ef0fae4b0b65670e56d1d.
Data wrangling may be yet another skill one would need to acquire to get ready to deal with analyzing messy data. One would need to make sure that he or she has what it takes to deal with inconsistent data. If you secure a job in a small company where the company does not deal with data-driven product or where you are an early data hire, you would need to know that this is one of the skills you would need most.
Data communication and data visualization may also be essential skills. It would also be essential to take your software engineering classes seriously. You may also need to make sure that you acquire data intuition skills in your career path a skill that you may use in solving data-driven problem. You would also need to make sure that you choose the learning institution carefully. You may see more here.