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Learn Like a Pro: Science-Based Tools to Become Better at Anything
Paleontology: Theropod Dinosaurs and the Origin of Birds
Introduction to Complexity
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Explore causal inference in data science using graphical models and do-calculus. Learn to apply the causal data science pipeline to retail problems with the DoWhy Python library.
Estrategias de ingenierÃa para optimizar flujos de trabajo de ciencia de datos con Spark a gran escala. Aprenda a mejorar el rendimiento de aplicaciones PySpark problemáticas y reducir los tiempos de ejecución a la mitad.
Practical guide to using transformers for data sequence analysis, with minimal examples for various scenarios. Led by Martin Sundin, Lead Data Scientist at LYTT.
Explore alternatives to data grids for effective data visualization. Learn to collaborate with users, identify antipatterns, and choose appropriate controls to enhance data analysis experiences.
Explore WisePizza, an open-source library for automated discovery of intriguing data segments. Learn to identify impactful patterns, compare datasets, and uncover actionable insights in multidimensional data.
Insights and tips for building valuable machine learning models, focusing on articulating their worth to stakeholders. Covers WEKA and Python platforms for both beginners and experienced practitioners.
Explore the impact of GDPR on internet privacy, learn what happens when you reject consent, and discover strategies to protect your personal data online.
Explore data architecture fundamentals, principles, and key skills with Sumakshi Chauhan. Learn how effective data management supports decision-making and provides competitive advantages for organizations.
Descubre cómo las bases de datos de grafos resuelven problemas complejos de datos interconectados, mejoran el rendimiento y escalan eficientemente para aplicaciones sociales y empresariales.
Learn project management techniques for data science, including agile and waterfall methodologies. Explore key topics like autoML, model monitoring, and data drift to effectively plan and set up successful data projects.
Introducción al stack FLiPN (Flink, NiFi, Pulsar) para IA en el borde. Aprenda a construir aplicaciones rápidas para IoT e IA utilizando herramientas Apache para casos de uso de streaming y IoT a cualquier escala.
Descubre los peligros de los datos sucios, aprende a identificarlos y corregirlos, y comprende la importancia de la precisión de los datos para la toma de decisiones y el análisis.
Explore sources of bias in large language models and learn methods for measuring and mitigating undesirable behaviors in NLP and transfer learning applications.
Explore key aspects of quality assurance and model validation in machine learning, covering bias detection, data leak prevention, and essential steps in the MLOps process.
Modelando el negocio de Candy Crush: Cómo la ciencia de datos informa decisiones estratégicas y automatiza procesos en juegos móviles para maximizar el impacto y el crecimiento.
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