Uncovered the success: Skills of data Scientist
BUSINESS AND
CORPORATE
Introduction
Data Science is an ever growing field. If you have an interest in data science and thinking about how you can start learning data science. Here is a tip for you.
The best skills that are required to become a data scientists are mentioned in this presentation. Once you excel in all these skills you can easily grow your career.
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Skills of Data Scientist
Technical Data Scientist
Skills
1. Mathematics
● Statistics
● Linear Algebra & matrix
● Calculus
● Geometry
● Regression
● Probability etc.
2. Programming
Language & Database
● Python & R
● Scala
● SQL
● Java
● Javascript
● MySQL
● MongoDB
Technical Data Scientist Skills
3. Machine Learning
Classification
Regression
Reinforcement Learning
Deep Learning
Clustering ● Zoho Analytics ● Power BI ● Tableau
Matplotlib
Qlikview
D3.js
4. Data Analysis & Visualization ●
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Technical Data Scientist Skills
Scraping
● Pandas ● Scrapy ● BeautifulSoup ● ScrapingBee ● RapidMiner ● Integrate.io ● Hadoop ● KNIME ● Spark
5. Web
6. Big Data
Technical Data Scientist Skills
It is process of correcting or cleaning complex data sets to make them accessible and easier to analyze.
The data that you get is usually inconsistent. So you have to clean that messy and complex data sets and make that data error-free.
7. Data Wrangling
Non-Technical Skills of Data Scientists
8. Problem Solving Skills
9. Data Intuition & Analyzing
10. Communication Skills
If someone wants to enter into IT field there are some soft data scientist skills that one should acquire to survive in this field. If you want to be an expert in your field then you need to develop this skill.
What data intuition exactly means is when you work on some set of data you need to use your intuition. Don’t just rely on tools all the time. Your intuition will help you too.
Without communication skill you cannot survive in any field. You need to learn how to strongly communicate with others.
Because data science is a field of professionals.
Skills of Data Sci entist
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