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Skillset, topics, projects and virtual internships for DS

This post is for those who are beginner and do not have any idea about topics that they need as a beginner DATA SCIENCE/ DATA ANALYST.  I am also facing the same problem before a year ago and till date I have some relevant knowledge about data science and also have some projects.  People are saying the we need so many skills like Mathematics, Programming language, some cloud concepts too. Actually they are right. Being a Data Scientist is not like being a web developer or a front-end developer that have limited skill set.  In this post I will tell you the exact topics that you need to learn at beginner level. MATHEMATICS Descriptive Statistics, distributions, hypothesis testing and regression analysis. Bayesian Thinking, conditional probability, priors, maximum likely hood. Vectors and matrices Matrices operations Eigenvalues and eigenvectors Linear and non linear functions Multivariable calculus  PROGRAMMING LANGUAGE(Python or R)    Data types, String operations, Expressions and varia
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Introduction to Data Science

As we all know data is the thing which is very useful and important for any organization. And the amount of data is very large that no one can handle it manually....

Initally in 90's there is also data but the amount of data is very less in the comparison of present. In past  we can handle data manually or we have some storage devices like card reader, magnetic tape etc where we can store data.

And now in this era, the amount of data is very huge and we can store it in different places like different types of storage devices, cloud platforms...

But the task is  how to use this data in convenient way ...how to use this data for future insights , how to do predictions on the behalf of this data etc, it's all come in Data Science.




 There is not any standard definition of Data Science but in general we can define it as -

"It is the study of data for future insights " 

Data Science is a field about procceses and system to extract data from various form whether it is structured or unstructured.

"Data Science involves data and some signs"
 Data is real and it has some properties and we need to study them if we are going to work on them...

DATA SCIENCE IS THE ART OF UNCOVERING THE INSIGHTS AND TRENDS WHICH ARE HIDDEN BEHIND DATA.


Thanking you....
If any query, feel free to connect at.
https://www.instagram.com/kavyansh.pandey




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