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Data Science vs Artificial Intelligence vs Machine Learning
In this blog post we will help you in getting a clear understanding of Data Science vs Artificial Intelligence vs Machine Learning concepts.
To begin with let us start understanding what exactly Data Science, Machine Learning & AI is individually.
What is Data Science?A multidisciplinary field that makes use of advanced algorithms & scientific methodologies to extract valuable insights from structured & unstructured data. Having knowledge of R is a must to become successful in career as a Data Scientist. Major components in the job life cycle of a Data Scientist are
- Data Architecture
- In Data Acquisition
- In-Data Archiving
A multidisciplinary field that makes use of advanced algorithms & scientific methodologies to extract valuable insights from structured & unstructured data. Having knowledge of R is a must to become successful in career as a Data Scientist. Major components in the job life cycle of a Data Scientist are
Supervised Machine Learning Algorithms
- Supervised Machine Learning Algorithms
- Unsupervised Machine Learning Algorithms
- Reinforcement Machine Learning Algorithms
It is an advanced concept of computer science that emphasizes towards creation of intelligent machines that possess the ability to perform tasks & interact like humans.
What Is Deep Learning?It is an advanced concept of Machine Learning & is more likely based on Artificial Intelligence applications like neural networks.
Now How Does Data Science Relate To AI Machine Learning & Deep Learning?As mentioned earlier Data Science is a multidisciplinary field which is incorporation of several other fields like Statistics, Machine Learning, Artificial Intelligence, Visualization & further advanced fields. These technologies help in better performance of analytics applications in Data Science thus making it the ideal technology for Data Analytics.
To put in simple worlds Data Science stands for an all-inclusive term that comprises of aspects of Machine Learning technology. Also its quite clear that ML is also incorporation of Artificial Intelligence. ML and AI are a part and parcel of Data Science.
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