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Data Science > Learn Data Science > Is machine learning a subset of data science?
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Is machine learning a subset of data science?

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My teaching experience 12 years

Yes, machine learning is considered a subset of data science. Data science is an interdisciplinary field that encompasses a wide range of techniques and methodologies for extracting knowledge and insights from data. This includes data cleaning, data preparation, exploratory data analysis, statistical...
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Yes, machine learning is considered a subset of data science. Data science is an interdisciplinary field that encompasses a wide range of techniques and methodologies for extracting knowledge and insights from data. This includes data cleaning, data preparation, exploratory data analysis, statistical modeling, and visualization. Machine learning, on the other hand, is a specific branch within data science focused on building algorithms and models that can learn from and make predictions or decisions based on data. While data science includes machine learning, it also covers other areas such as data engineering, data visualization, and traditional statistical analysis. In summary, while all machine learning is part of data science, not all data science involves machine learning. read less
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Machine learning is both a subset of AI and a technique used in data science. Machine learning algorithms detect patterns and relationships in data, autonomously adjusting their behavior to improve their performance over time
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Data Analyst with 10 years of experience in Fintech, Product ,and IT Services

Yes, machine learning is a subset of data science. Data science encompasses a broader range of activities, including data collection, cleaning, analysis, and interpretation. Machine learning is a specific technique within data science that focuses on developing algorithms and models that enable computers...
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Yes, machine learning is a subset of data science. Data science encompasses a broader range of activities, including data collection, cleaning, analysis, and interpretation. Machine learning is a specific technique within data science that focuses on developing algorithms and models that enable computers to learn from data and make predictions or decisions without being explicitly programmed. While machine learning is an essential component of data science, data science also includes other techniques such as statistical analysis, data visualization, and domain expertise to derive insights and solve complex problems.

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Passionate Assistant Professor in Mathematics

yes . Data science includes maths, machine learning, Artificial Intelligence, Neural Network. It has many tools like pandas ,numpy, seaborn, powerBi, Tableau.
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