?What are the four main types of data science analytics

The four main types of data science analytics are descriptive, diagnostic, predictive, and prescriptive analytics. Descriptive analytics summarizes historical data to understand what has happened. Diagnostic analytics examines data to determine why something happened. Predictive analytics uses data to forecast future trends and outcomes. Prescriptive analytics recommends actions based on the analysis to achieve desired outcomes.

? How does predictive analytics differ from prescriptive analytics

Predictive analytics focuses on forecasting future events or trends based on historical data and statistical algorithms. It answers the question, "What is likely to happen?" In contrast, prescriptive analytics goes a step further by not only predicting future outcomes but also recommending specific actions to take to achieve desired results. It answers the question, "What should we do about it?" by providing actionable insights and strategies.

Data Science types and machine learning models

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Data Science Machine Learning Fundamentals Part 1

00:13:17

Types of Data Science and Machine Learning Models Data Science and Machine Learning Part 2

00:11:19

Regression Data Science Machine Learning Fundamentals Part 3

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