Step Acquire Technical and Non-technical Skills
It goes without saying that you must first acquire and master technical and non-technical skills. You can go the traditional way and obtain a degree in Data Science or a relevant industry first. Pursuing the non-traditional path, obtain relevant certifications, such as a fast-track Data Science course, to mark the beginning of your career.
Technical Skills
- Programming languages like R, Python,.
- Knowledge of analytics tools like SAS, Spark, Hadoop etc.
- Web scraping
- Deep learning and Natural Language Processing
- Mathematical , Probability and Statistics
- Advanced concepts like Multivariate Calculus and Linear algebra
- Extensive knowledge of database systems
- Using Data Extraction, Transformation, and Loading tools
- Data visualisation and Data Wrangling
Soft Skills
- Critical thinking to find solutions for problems from different perspectives
- Effective communication to deliver data-driven insights
- Proactive problem-solving to identify opportunities for solutions
- Ability to understand unique needs of business and leverage data to create results
How to Become a Data Scientist with No Experience
Are you wondering how to start your journey to how to start your journey to become a data scientist even if you have never done it before? Don’t worry, This article is designed to help you kickstart your journey toward becoming a successful Data Scientist, even without your experience in the field.
Data Science is an in-demand career field with excellent job prospects and the potential for high growth. Organizations worldwide realize the power of the data they collect. Artificial Intelligence (AI) and Business Intelligence (BI) tools derive value from such data. They need Data Scientist professionals to use multiple data processing methods to prepare the data for AI and BI software consumption.
A Data Scientist analyses and interprets data and uses data analytics tools to enable organizations to improve decision-making. A strong background in statistics, mathematics, and computer science is expected. As per the Bureau of Labor and Statistics, Data Scientist jobs are expected to grow by 35% from 2022 to 2032, much faster than all other occupations.
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