- Posted on 2019-06-22 15:39:04.0
Developing your site using data science is a huge topic and to understand this, first, we need to discuss what is data science and how it is related to web development.
For beginners, first, what is data?
Data are facts and statistics which are collected for further reference or analysis.
Suppose a company has lots of data, what next, what to do with this data. Data Science is all about using these data of data warehouse in a creative way to generate business value out of it.
Data Science can be understood as a versatile alliance of technology, data interference, and algorithm development.
Data Science has come up with great impact and importance in the web development process as it provides retrieving insights from bulk amounts of data acquired from various sources which increases the data reliability.
Impact of data science on web development
Web development is the process of designing, developing and hosting a website via intranet or internet. Data science has a great impact on the web development process and the web development process has undergone a huge change from past to now.
Each section of the web had great domination of data science but web development has a great impact among all. Earlier, web development was totally depending upon surveys and feedback of individuals, focus groups, etc... but after the introduction of data science, web development is changing day by day. Despite going for surveys and doing assumptions, developers now have control over data on which they can easily relay for a better understanding of consumer behavior, their interests and preferences and new trends in the market.
How data science is altering web development
1) Threat to developers
Data science has made the web development process so simple that the jobs of developers are at stake. The expansion of the number of tools in the development process has made it possible with just one click of the mouse. However, expertise in data analytics and data science can save their jobs as more expansion in the field of web development will require more data structuring, data cleaning, data creation and to feed in the algorithm that it can impart.
2) Better customization
Data science gives a chance to understand your customers in a better way which in turn gives a chance to do better customization for your customer. Data science has made it possible with some extraordinary customization options. Siri, Alexa, Google Assitance are some examples in this context.
3) Virtual Assistant
Data science has made it easier to understand the behavior of your customers’ and their spending habits on internet, which has led the website designing companies to the introduction of personal assistant software for their customer, so that, that assistant could learn all habits of the individual and then perform and communicate accordingly.
4) Automatic Upgrades
Data science makes the developer stop worrying about upgrades. Customers' data available online like on their social media platforms, online forums, etc.. with the help of machine learning algorithms you can utilize the data pool, understand what next your customer is expecting from your side and what they are not liking about your site.
Machine learning algorithms learn all the essential patterns and behaviors to push version upgrades as and when needed.
5) Software Development-
This is the stage where you have to give your best to get the best desired result and outcome. Software development programs decide all the essential contents and elements of the website. What should be there on the app menu, how landing or the welcome page will look all of these essentials are done here only. Data science helps you to develop your website as per the requirement of your user and it also gives suggestions on what users opt for maximum time.