How to Become a Data Scientist – What skills are needed
How to Become a Data Scientist – What skills are needed to be a Data Scientist.
How to Become a Data Scientist – What skills are needed to be a Data Scientist. Data scientists come from a wide range of educational backgrounds, but the majority of them will have technical schooling of some kind. Kamerpower.com
Data science degrees include a wide range of computer-related majors, but it could also include areas of math and statistics. Training in business or human behavior is also common, which bolsters more accurate conclusions in their work.
Data science is arguably the hottest career of the 21st century. In today’s high-tech world, everyone has pressing questions that must be answered by “big data”. From businesses to non-profit organizations to government institutions.
How to Become a Data Scientist
There are three general steps to becoming a data scientist:
Earn a bachelor’s degree in IT, computer science, math, physics, or another related field.
Earn a master’s degree in data or related field.
Gain experience in the field you intend to work in (ex: healthcare, physics, business).
What is a Data Scientist?
Data science is a complex and often confusing field, and it involves dozens of different skills that make defining the profession a constant struggle.
Essentially, a data scientist is someone who gathers and analyzes with the goal of reaching a conclusion.
They do this through many different techniques. They may present the data in a visual context, which is often called “visualizing the data,” allowing a user to look for clear patterns that wouldn’t be noticeable if the information was presented in hard numbers on a spreadsheet.
They often create highly advanced algorithms that are used to determine patterns and take the data from a jumble of numbers and stats to something that can be useful for a business or organization. At its core, data science is the practice of looking for meaning in mass amounts of data.
How to Become a Data Scientist – What skills are needed to be a Data Scientist
Multivariable Calculus & Linear Algebra.
Data Visualization & Communication.
Here are the most required skills for a data scientist position based on ReSkill’s analyses of thousands of job posts and free resources to learn each skill:
There is a lot of doubts among the fresh candidates with or without analytics training regarding their acceptance into the data science industry. Good news – that you cannot become a data scientist right away does not mean that you cannot become a data scientist ever.
You can become a Data Scientist even if you have a degree in another field. Many well-known Data Scientists do not have a technical degree. The main reason is that there is a high demand for Data Scientists but it outmatches the supply. This is why companies generally hire people even without a graduation degree.
Data Science Specialization — JHU (Coursera)
Introduction to Data Science — Metis.
Applied Data Science with Python Specialization — UMich (Coursera)
Statistics and Data Science MicroMasters — MIT (edX)
CS109 Data Science — Harvard.
Python for Data Science and Machine Learning Bootcamp — Udemy.
Start by assessing yourself — what you know and what you don’t.
Find out what are the mandatory programming skills you need to have.
Look at all the industries that are leveraging data science and try to figure out what suits best for you.
You should expect to be challenged on your journey to become a data scientist. Obtaining this role requires fairly advanced programming skills and statistical knowledge, in addition to strong communication skills.
All of these skills are learnable by anyone, but you’ll need a strong motivation to push yourself through the tough moments.
Choosing the right platform and approach to learning can also help make the process easier.