Data Science Minimum: 10 Essential Skills You Need to Know to Start Doing Data Science - KDnuggets

Data Science is such a broad field that includes several subdivisions like data preparation and exploration, data representation and transformation, data visualization and presentation, predictive analytics, and machine learning, etc. For beginners, it's only natural to raise the following question: What skills do I need to become a data scientist? This article will discuss 10 essential skills that are necessary for practicing data scientists. These skills could be grouped into 2 categories, namely, technological skills (Math & Statistics, Coding Skills, Data Wrangling & Preprocessing Skills, Data Visualization Skills, Machine Learning Skills, and Real World Project Skills) and soft skills (Communication Skills, Lifelong Learning Skills, Team Player Skills, and Ethical Skills). Data science is a field that is ever-evolving, however mastering the foundations of data science will provide you with the necessary background that you need to pursue advanced concepts such as deep learning, artificial intelligence, etc.