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
Juan Manuel Ortiz de Zarate
Oct 22, 20248 min read
Transforming Continuous Data: Mastering Discretization Techniques for Superior Data Analysis
Discretization transforms continuous data into categories for better analysis. Explore key techniques for both unsupervised and supervised m
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Juan Manuel Ortiz de Zarate
Oct 16, 202410 min read
The fundamental weapon against overfitting
A detailed guide on regularization techniques (L1, L2, Elastic Net, Dropout, Early Stopping) to prevent overfitting in machine learning mode
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Juan Manuel Ortiz de Zarate
Oct 9, 20249 min read
Orca: The New LLM Teacher
Orca 2: A smaller AI model that rivals larger ones by mastering task-specific reasoning, achieving high performance with less computation.
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Juan Manuel Ortiz de Zarate
Oct 4, 20249 min read
Data Balancing With K-Means
A clustering-based method balances web-scraped datasets, improving AI model performance by ensuring diverse and uniform data representation.
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
Juan Manuel Ortiz de Zarate
Sep 17, 20248 min read
The Power of Scaling Techniques for Optimal Model Performance
Discover how scaling techniques in machine learning can boost model performance, ensure faster training, and enhance prediction accuracy.
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
Juan Manuel Ortiz de Zarate
Sep 10, 202411 min read
Handling missing data
Effectively handling missing data with univariate and multivariate imputation ensures reliable analysis and accurate machine learning models
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