Machine learning is playing an increasingly important role in science and technology. In this advanced session, we focus on leveraging scikit-learn for high-performance machine learning. We will explore how to…
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Python
Learning Scikit-Learn
Machine learning has become a key element in science and technology today. Mastering libraries like scikit-learn—a vital tool for machine learning—is essential. In this workshop, you’ll receive a fundamental introduction…
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Data Visualization with Python II: Making Interactive Plots and Dashboards
Python is a very popular language for computational and data science, and it has many powerful capabilities for visualizing data in the pursuit of understanding and conveying underlying patterns. The…
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Data Visualization with Python I: Plotting Fundamentals
Python is a very popular language for computational and data science, and it has many powerful capabilities for visualizing data in the pursuit of understanding and conveying underlying patterns. The…
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Introduction to Network Analysis Tools and Methodologies
Network analysis allows for the modeling of connections between people, places, concepts, and entities in nearly any field of study. We can visualize, describe, and even predict these connections by…
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Data Visualization with Python II: Making Interactive Plots and Dashboards
Python is a very popular language for computational and data science, and it has many powerful capabilities for visualizing data in the pursuit of understanding and conveying underlying patterns. The…
Read More
Data Visualization with Python I: Plotting Fundamentals
Python is a very popular language for computational and data science, and it has many powerful capabilities for visualizing data in the pursuit of understanding and conveying underlying patterns. The…
Read More
High Performance Python for Data Analytics (2)
While Python has been the most popular programming language since 2019, data scientists often critique its slow speed and limited capabilities in handling big data scenarios. In this workshop series,…
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Hoffman2 Happy Hour: R and Python
This Hoffman2 Happy Hour is designed to equip participants with the knowledge and skills to harness the power of High-Performance Computing (HPC) for data analysis. The workshop focuses on two…
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High Performance Machine Learning Using Scikit-Learn
Machine learning has undeniably emerged as a crucial element in the field of science and technology in recent years. Consequently, mastering libraries like scikit-learn, pivotal in the arsenal of machine…
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