What is Data Science and Machine Learning?

Data science and machine learning are closely related fields. Data science is the broader field that involves extracting insights from data, while machine learning is a subset of data science that focuses on developing algorithms that can learn from data and make predictions or decisions.Machine learning is used extensively in data science to build predictive models and automate decision-making processes. Machine learning algorithms can be trained on data to:

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1. Classify data: Classify data into different categories or classes.
2. Predict outcomes: Predict future outcomes or behaviors based on historical data.
3. Cluster data: Group similar data points together based on their characteristics.
4. Recommender systems: Suggest products or services based on user behavior and preferences.