Artificial intelligence and data science both are most trending and exciting field of technology to learn and discover new things about science and technology. But the question is are they really useful for our future? We will try to understand the answer for this question.
We will cover the topic by covering the following questions:-
- What is artificial intelligence and data science?
- Is data science related to artificial intelligence?
- Which is best artificial intelligence and data science?
- Artificial intelligence and data science in future
What is artificial intelligence and data science?
Artificial Intelligence
When a digital computer attempts to solve a task through the logical reasonings without the help of any human interactions is said to be a artificial intelligence. Artificial intelligence may consists of human characteristics such as logical thinking. searching for solution and learning from past experience.
There are many domains of artificial intelligence some of them are machine learning, deep learning, natural language processing, computer vision etc.
Data Science
Data science is said to be the process of cleaning, manipulating, aggregating and preparing of data analysis, so that large companies can make the data driven decisions for their upcoming product plan. The professionals who perform the data processing and analysis is known as data scientists.
Data scientists collect data from various sources, clean and process them inorder to comeup with a solution for a particular problem. To learn and understand the data science various tools and skills like python, Ruby, Apache spark, Apache Hadoop etc are required.
Is Data Science related to Artificial Intelligence?
To understand the relation between the data science and the artificial intelligence let us first understand the how machine learning is related to data science.
Machine learning is a part of data science, where based on different statics and data algorithms solutions are found, while artificial intelligence works on the basis of machine learning algorithmn.
Hence we cam say that machine learning is a part or a subset of artificial intelligence, while data science applies machine learning algorithm which deals with real world problems
What is best artificial intelligence or data science?
It;s really difficult to tell which is best because both plays a major role in the growth and development of technology. Both artificial intelligence and data science are the trending and most demanding skills in the upcoming decades.
But here I can share you some key differences from which you will get some idea about which is better.
- AI is the implementation of protective model to predict the future events, whereas data science is a process where data analysis, pre processing, data visualization is done to understand the hidden stories behind it.
- The number of tools used in the data science are more in comparison of artificial intelligence because in the data science lots of steps like data cleaning, data pre-processing and data visualization etc are included.
- Data science uses various statistics techniques while in AI various computer algorithms are used.
- Data science can be used in the field of advertising, marketing and internet search engines whereas artificial intelligence can be used in the field of robotics, manufacturing, automation etc.
Artificial Intelligence and data science in future
Few years ago we just aware of the artificial intelligence but now there are so many domains of artificial intelligence are available where automation and research is going on to make this world a better place.
With in few decades the data science also has made an excellent growth in this field. There are many different concepts are invented, discovered and implemented in the field of datascience, which helps to get more insights from data to the data scientists. So in the upcoming years there is huge opportunities both in the field of data science and artificial intelligence.
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