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- Examples of data science in computer science include123:
- Structured Query Language (SQL) for databases
- Statistical programming languages like R and Python for advanced data analysis
- Machine learning algorithms to spot data patterns
- Predictive analytics for forecasting disease trends
- Time series analysis to analyze temporal patterns
- Machine learning classification models for predicting disease outbreaks
- Data science life cycle including business understanding, data preparation, modeling, evaluation, and deployment4.
Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.Structured Query Language (SQL), a programming language commonly used for databases Statistical programming languages, such as R and Python, commonly used to create advanced data analysis programs Machine learning, a branch of artificial intelligence that involves using algorithms to spot data patternswww.coursera.org/articles/data-analyticsPredictive analytics: Utilize advanced analytics techniques to forecast future disease trends and outbreak probabilities.
- Time series analysis: Employ techniques like ARIMA or Prophet to analyze temporal patterns in disease occurrences.
www.geeksforgeeks.org/data-science-example/Machine Learning Projects
- Wine Quality Prediction
- Credit Card Fraud Detection
- Disease Prediction Using Machine Learning
- Loan Approval Prediction using Machine Learning
www.geeksforgeeks.org/top-data-science-projects/Data Science Life Cycle
- Business Understanding
- Data Understanding
- Preparation of Data
- Exploratory Data Analysis
- Data Modeling
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- In 2008, Google staffers created Google Flu Trends, a tool that mapped flu outbreaks in real time by tracking location data on flu-related searches. But it didn’t work. In 2013, Google estimated about twice the flu cases that were actually observed (the Flu Trends algorithm relied too much on correlations between search term volume and flu cases). ...
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- Published: Jun 13, 2022
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