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Unlocking data science 101: The essential elements of statistics, Python, models, and more

Data Science Dojo

Pandas is a library for data analysis. It provides a high-level interface for working with data frames. Matplotlib is a library for plotting data. Decision trees are used to classify data into different categories. Support vector machines are used to classify data and to predict continuous outcomes.

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Comprehensive Guide to Data Anomalies

Pickl AI

Introduction Data anomalies, often referred to as outliers or exceptions, are data points that deviate significantly from the expected pattern within a dataset. Identifying and understanding these anomalies is crucial for data analysis, as they can indicate errors, fraud, or significant changes in underlying processes.

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How to Choose MLOps Tools: In-Depth Guide for 2024

DagsHub

Scikit-learn Scikit-learn is a machine learning library in Python that is majorly used for data mining and data analysis. Scikit-learn provides a consistent API for training and using machine learning models, making it easy to experiment with different algorithms and techniques.