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Ruhi Parveen

What are the key components in Data Science ?

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The key components in Data Science are data collection, data processing and cleaning, exploratory data analysis, statistical analysis, machine learning, data visualization, and communication of results.

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Tolulade Ademisoye
you've mentioned some key components already.
Tolulade Ademisoye
@ruhi_parveen Word/Text analytics, Pattern analysis, trends, operations research, and even AI can be said to be in data science according to SAP IBM.
shakyapreeti
The key components of Data Science are: Data Collection: Gathering raw data from various sources. Data Cleaning and Preprocessing: Ensuring data quality by removing errors and handling missing values. Data Analysis: Exploring data to identify patterns and relationships. Statistical Modeling: Applying statistical techniques to make predictions or inferences. Machine Learning: Using algorithms to build predictive models. Data Visualization: Presenting data insights through visual representations. Communication: Effectively sharing findings and insights with stakeholders.