data science

Background

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  Machine Learning in Practice - Fundamentals and Applications

  June 2025

  data science machine learning mlops python

  Provider: Alura

  Comprehensive 48-hour specialization covering the end-to-end Machine Learning lifecycle. Focused on data preprocessing, feature engineering, and deploying classification/regression models. Validated expertise in model evaluation metrics and production-ready ML workflows.

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  Clustering - Dealing with Unlabeled Data

  June 2025

  clustering data science machine learning python

  Provider: Alura

  Implementation of unsupervised learning techniques. Focused on partitioning data using algorithms like K-Means, evaluating cluster validity, and extracting patterns from high-dimensional datasets without prior labeling.

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  Data Science - Testing Association With Linear Regression

  June 2025

  data science machine learning python statistics

  Provider: Alura

  Statistical analysis and predictive modeling. Applied Linear Regression to identify correlations between variables and quantify the impact of features on target outcomes using statistical significance tests.