The roles of Machine learning and Data science engineers are not the same. I am sharing this post to your quick knowledge.
Data Scientist
Preparing a goal for an organization is the role of Data Scientist. He is like super manager. He has skills in different technologies and the process.
- Data scientists are not statisticians, nor data analysts, nor computer scientists, nor software engineers, nor business analysts.
- One of the reasons why the gap between statisticians and data scientists who publish theoretical articles and train statisticians.
- Many statisticians think that data science is about analyzing data, but it is more than that.
- It involves implementing algorithms that process data automatically to provide automated predictions and actions.
Role of Machine Learning Engineer
Machine Learning engineers job role is a subset of data scientist. These people involved in developing the models. Also, they have to write an algorithm to create a new model. After that data science, engineers join to test the machine learning model.
Phases in Machine Learning
- Data collection
- Data Cleaning
- Training dataset
- Generating Model
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