How Exactly is Data Science Related To Machine Learning?

Posted by Priya Rathod on April 20th, 2021

How Exactly is Data Science Related To Machine Learning?

Data science works with manual methods because it cannot exist without data to create, train and test the models. Machine learning exists because it cannot learn without data, it must apply data science algorithms and techniques to its performance. Data science makes machine learning better, as we discussed above, because machines cannot learn from data.

Before we delve deeper into the links between data science and machine learning, let us briefly discuss machine learning and deep learning. Learn when it makes sense to invest in machine learning - driven solutions for your company. Read our article "Explaining Data Science and AI for Business" and read this article to learn more about the relationship between machine and data science and artificial intelligence (AI).

Machine Learning & Data Science:

Machine learning, on the other hand, refers to the technique used by data scientists to enable computers to learn from data. Machine learning is the process of analyzing data, learning from it, and drawing future conclusions. Data Science provides data in the form of data analysis, data mining, machine learning and deep learning algorithms that become the basis for any business forecast, prediction of future business decisions and business model development.   

Machine learning is closely linked to data science because it is responsible for finding solutions and is used in the same toolbox. Data science, on the other hand, uses computer science disciplines such as mathematics and statistics and includes data mining, machine learning and deep learning algorithms. Data science in particular is one of the most important areas of research and development in the field of Data Science.

At first, we might consider data science and machine learning as interchangeable titles in this field, but on closer inspection we see that they are closely related. Data science and machine learning have different functions and objectives, so we need to specialise in these two areas. If we examine the two approaches separately, Machine learning is an important part of Data Science, as are computer engineering and computer mathematics.

Currently Kelly Technologies offers the best industry centric Data Science Training in Hyderabad program in collaboration with Data Science experts with their domain specializations. The Data Science training program here at Kelly Technology is the perfect platform to equip yourself with skills in the latest tools & techniques that are associated with Data Science.