Can I be a Data Scientist without Mathematics and Statistics?
Becoming a successful data scientist without knowledge and acumen in mathematics or statistics is highly improbable as these are the fundamental blocks of data science. All statistical models, optimization algorithms, machine learning algorithms, classification techniques, etc. are based out of mathematical and statistical concepts specifically linear algebra. Although tools such as Python & R have pre-defined commands to cater to these functionalities; still a data scientist needs to understand the basics of these concepts.
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Some tips for the for aspiring Data Scientists.
In order to become a successful data scientist, it is important not to jump the gun and directly development into statistical models and Python/R commands which could simply take inputs and provide the model output. Rather, the process should be more ...
Which of the career option is better full stack developer or data scientist.
Full-Stack developers and data scientists are both extremely promising career paths in terms of future prospects, demand as well as the lucrativeness of the opportunity. However, the road to becoming a full-stack developer is completely different ...
Can I be a data scientist without learning Python?
Data science professionals & aspirants being majorly from statistics backgrounds tend to face certain issues and problems using Python as it is a programming language based on the OOPS concept. They are most comfortable using R as it majorly caters ...
Would it be better to first learn Data Analysis or Data Science.
Data analysis (or a data analyst) and Data Science (or a data scientist) are two different facets of analytics with different objectives, roles & responsibilities. Hence, it is important for the student to first understand the key requirement of each ...
Do data scientists need to learn web development?
Whether data scientist needs to learn web development or not largely depend on the organization that he or she is working. For larger companies, there are dedicated teams for web development who caters to the deployment of applications to the web; ...