07 June 2020

Tech career growth that leads to growth and success in 2020!

In this Era of technology driven society which tech trends provide better career opportunities among Data Science/Artificial Intelligence/Big Data?

According to me Data Science is the current prevailing or you can say supreme technology that has conquered industries around the globe. It is a field that comprises of everything that is related to Data. In terms of data cleansing, data mining, data preparation and data analysis. When talking about Data science & Artificial intelligence and their key difference, these two are the most important technologies leading the world today. In due course Data Science makes use of Artificial intelligence in its operations, which means it does not completely represent AI. Whereas if we talk about difference between Data Science & Big Data, we will come across people having different opinions and perception to these roles in the industry which are somewhere or the other undefined properly. According to my best way of understanding Data science is the study of where information comes from, what it represents and how it can be turned into a valuable resource in the creation of business. Whereas Big data is a term used for large data sets, I mean extremely large data sets that may be analysed computationally to reveal patterns, trends and associations, moreover relating to human behaviour and interactions.

Data Science VS Artificial Intelligence
·       Data science is a comprehensive process that involves pre-processing, analysis & prediction, Whereas Artificial Intelligence is the implementation of a predictive model to forecast future events.
·       Data science essentially comprises of various statistical techniques involved whereas AI makes use of Algorithms in its process
·       Difference of quantity tools used Data science & AI.
·       Data science is about finding hidden patterns in the data. Whereas AI is about imparting autonomy to the data model.

Data Science VS Big Data

·       While Data science is more inclined towards Machine learning and applying those algorithms or models on the data, Big data is more inclined towards analytics, handling large amount of raw data, its processes & observation of trends or patterns in data.
·       In respect to organisations Big data is needed to improve efficiencies, understand new markets, and enhance competitiveness whereas Data science provides methods or mechanisms to understand the potential of big data in a timely manner.
·       Big data is characterized by its velocity, variety & volume (3Vs), while Data science provides the methods or techniques to analyse data characterized by 3Vs.

Now, Big Data and AI are two of the most popular technologies in the digital world. The only point of concern among the two is that Artificial Intelligence is in existence from more than a decade, while Big Data came into existence just a few years ago. We can eventually say that together Big data & AI are set of two amazing modern technologies that empower machine learning. They are considered as two mechanical giants by data scientists.

Considering all the points I’ve covered above & taking everything into account, if you are still confused on which career option to proceed and pick a professional field than Data Science is the best field trending right now. However, you should still have a second thought of specializing in machine learning and AI systems, after which you can expect a lot of career options too.

Hence, these three domains Data Science, Artificial Intelligence & Big Data has got it’s own Scope, Advantages & Limitations but every domain or every technology is worth only if learned, unleashed & practiced properly for achieving various career opportunities.

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