Data science, machine learning, and artificial intelligence have created a buzz for businesses and those who wish to make a career in this field. Both data science and machine learning work on data, but their line of functioning and operation are different. In this blog, we are going to focus on how machine learning and data science are connected.
Before heading further to have a deeper understanding, we need to know about machine learning and data science.
Data Science: Data science deals with tools and techniques that help draw meaningful information from a large volume of data. Data scientists use AI-powered tools, chats, and other techniques to draw inferences from the available data. They have sound knowledge of machine learning techniques, and they must be aware of SAS, Python, SQL/NoSQL, and R.
Machine Learning: Machine learning involves the interpretation of data. The machines then perform the designated task based on the previous data and information available to it in an algorithm. We see so many use cases of Machine Learning in day-to-day life like you would have noticed many online shopping portals showing your preferences and products that you would like; we’ll all this is a result of machine learning. Companies can keep a tab on the preferences and choices of customers using ML. Companies like Facebook, Google, and their portals are making use of this technology.
In the times to come, we will witness automation overtaking human-work, and to a great extent, we can see the intervention of machines in our life. Machine learning and AI enhance this change.
Data scientists must know about Machine Learning so that they can make quality predictions. It helps machines make the smarter and right decision. Machine learning also helps in transforming data mining work. It has replaced conventional statistical techniques using the right methods.
Thus, both these technologies are working towards the betterment of humankind. It is going to change how business used to operate and how machines interacted with a human.
All this has also led to the rise in the demand for data scientists who can leverage this technology to enhance business operations and productivity.
If you are also a tech geek who is willing to make a career as a data scientist or machine learning expert, this is the right time to enroll for a data science and machine learning certification program offered by the Global Tech Council.