Academic Route For Data Science
There are a lot of ways through which people can become a data scientist which can be through a master’s degree or PhD degree or else it can be some data science crash course or other tutorials present online. People who wants to start their career as a data scientist must have practical knowledge of these things:
- Mathematics: It plays a very important role and especially Linear Algebra, Matrix or Calculus helps people in finding patterns of various data sets and this can also help them predict accurate results.
- Probability: This subject is also important and it is considered as basic, if people want to gain command in machine learning. Good command in Probability can showcase that people can apply logistics clearly.
- Statistics: For proper analyzing the data people must learn statistics which plays a very important role in analyzing the patterns and through which they give predictions.
- Programming: People must learn the programming concepts clearly which includes any of the languages like python or R and data structures and algorithms in that language to implement their ideas.
- Machine Learning: Python has many libraries present and due to this reason it is considered as the easiest programming language. People must know about supervised and unsupervised learning along with various python libraries so that they can make a model.
Along with all these necessities there are certain more things on which people need to have a command like deep learning concepts or natural language processing and feature engineering concepts and many more to excel and become a good data scientist.
Do I need a Masters/PhD to become a Data Scientist?
There are many companies present in the world who want people they are hiring to have an advanced degree which can be a Master’s or PhD but these all are done in big multinational companies that require experienced and highly skilled employees. Different criteria is followed by different companies for example, Large companies require certain degrees or certifications to hire quality employees so that they can utilize their resources well. But startups, don’t have any requirements because they are flexible and let people learn.
Need of Masters/PhD to become a data scientist
In this article we will look at some of these questions and their answers in a little more detail.
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