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What is Data Science?


  • We may define data science as ” Science of extracting knowledge and insights from data”.
  • It is a field that uses processes, algorithms, and systems to extract data.
  • It is also related to big data and machine learning.
  • There is a huge impact of big data in industries in the modern era and it has changed the shape of industries.
  • Different technologies and techniques are being used for data science for application.
  • Machine learning, clustering, Support vector machine (SVM), logistic regression, and linear regression are the most common techniques of data science.
  • Computer programming languages that are popular for data science are Python, R, and Julia.
  • Similarly, some frameworks which are supporting the data science projects including the tensor flow developed by Google, Pytorch, Jupyter notebook, and Apache Hadoop.
  • Data science software platforms are available which are providing good facilities to handle data science projects.
  • Matlab, Anaconda, Data bricks, Data iku and Rapid Miner are famous data science platforms.
  • Anaconda is free and open-source software that provides distribution for Python and R computer programming languages.
  • “Hey, did you recognize if you have got two houses of an identical size, they have an identical square footage, if the house has three bedrooms, then they cost a lot more than the house of two bedrooms, even if the square for this is the same?”  “Did you know that newly renovated homes have a 15% premium, and if help you make decisions like, given identical square footage, does one want to create a two-bedroom or three-bedroom size in order to maximize value? “ 
  • “Is it worth an investment to renovate a range in the hope that the renovation increases the price you can sell a house for?” The output of a knowledge science project may be a set of insights that will assist you to make business decisions, such as what type of house to build or whether to invest in renovation.
Mansoor Ahmed is Chemical Engineer, web developer, a writer currently living in Pakistan. My interests range from technology to web development. I am also interested in programming, writing, and reading.
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