The best way to which has better career opportunities, ai or data science?
Posted: Jan 10, 2020
Artificial Intelligence, also known as AI, and Data Science, has become the two most important sought after technologies in today’s time. Most of the time, people think of it as the same thing, but they are not the same thing in reality. Artificial Intelligence is used in the field of Data Science for its operations. Here we will discuss the different concepts of Artificial Intelligence vs. Data Science.WHAT IS DATA SCIENCE?
There has been significant growth in need of the data processing to the industries after the explosion of massive data collected by them through various means of the internet like a laptop, smartphone, tablet, desktop, etc. The companies are now relying on data to make any decisions related to almost everything about the organization.WHAT IS ARTIFICIAL INTELLIGENCE?
Artificial Intelligence is a field where algorithms are used to perform automatic actions. Its models are based on the natural intelligence of humans and animals. Similar patterns of the past are recognized, and related operations are performed automatically when the patterns are repeated. Large organizations are heavily dependant on Artificial Intelligence, including tech giants like Facebook, Amazon, and Google.
HOW AI & DATA SCIENCE ARE RELATED?
Data science is an interdisciplinary field that requires skills and concepts used in disciplines such as statistics, machine learning, visualization, etc. Data science is a fairly general term for processes and methods that analyze and manipulate data. It enables artificial intelligence to find meaning and appropriate information from large volumes of data with greater speed and efficiency. Data science makes it possible for us to use data to make key decisions not just in business, but also increasingly in science, technology, and even politics. To learn more about this domain, one can join Data science training in Delhi.
DATA SCIENCE VS ARTIFICIAL INTELLIGENCE
Scope: Artificial Intelligence is only limited to the implementation of ML algorithms, whereas Data Science involves various underlying operations of data.
Tools: The Tools used in Artificial Intelligence are Mahout, Shogun, Tensor Flow, PyTorch, Kaffe, Scikit-learn and the tools that are used in Data Science are KERAS, SPSS, SAS, Python, R, etc
Applications: Artificial Intelligence applications are used in many sectors like the Healthcare industry, transport industry, robotics industries, automation industries, and manufacturing industries. On the other hand, Data Science applications are used in the field of Internet Search Engines like Google, Yahoo, Bing, Marketing Field, Banking, Advertising Field and many more.
Techniques: Artificial Intelligence will use algorithms in computers to solve the problem, whereas Data Science will involve many different methods of statistics.
Purpose: The primary purpose of Artificial Intelligence is to automate the process and bring autonomy to the model of data. But the primary goal of Data Science is to find the patterns that are hidden in the data. These both have their own set of purposes and goals which are different from each other.
Degree of Scientific Processing: Artificial Intelligence will use a very high degree of scientific processing when compared with Data science which uses less scientific processing.
Artificial Intelligence is yet to be explored very much, but on the other hand, Data Science has already started to make a big difference in the market. Data Science transforms the Data, which can be used for visualization and analysis.
There are many companies based on Artificial Intelligence that offer pure AI job positions such as NLP Scientist, Machine Learning Engineer, and Deep Learning Scientist. Various operations on data are performed using the Data Science algorithms implemented in languages like Python and R. Key decisions today are taken based on the Data that is processed by Data scientists. Thus, Data science has to play a vital role in any organization.
If you are curious about learning data science to be in the front of fast-paced technological advancements, you can enroll in artificial intelligence training in Noida.
Hi, I'm Vivek Kumar working as a senior Seo executive at Cetpa Infotech