MindMap Gallery Data Science

Data Science

Data Science is an interdisciplinary field that combines statistics, computer science, and domain knowledge to analyze and interpret large datasets. It involves extracting meaningful information from raw data, cleaning and processing it, then using advanced algorithms and computational techniques to identify patterns, trends, and relationships. Data Science plays a critical role in driving informed decision-making and enhancing business outcomes. It is applied across various industries, including healthcare, finance, marketing, and more, to improve operational efficiency, gain competitive advantage, and enable innovations. The key skills in Data Science include data cleaning and wrangling, data visualization, statistics and machine learning, and coding proficiency in languages like Python or R. This is a Data Science Roadmap mind map of reading notes. The map contains 10 main branches, which are: Introduction, Fundamentals of Data Science, Mathematics for Data Science, Machine Learning, Data Visualization, Big Data and Cloud Computing, Data Analysis and Statistics, Ethics and Privacy in Data Science, Real-World Applications of Data Science. Each main branch has multiple subbranches described in detail. For those interested in Data Science Roadmap.

Edited at 2024-01-21 06:26:47
Ilmi Preacher
Ilmi Preacher
Recent works View more works>>

Data Science

Ilmi Preacher
Ilmi Preacher
Recent works View more works>>
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