Yifei Wang

Yifei Wang has been focused on applying machine learning to various industries such as finance, dining, and technology. Currently, she is a Senior Machine Learning Engineer at one of the largest tech companies. Prior to this role, she co-founded a start-up focused on transforming post-Covid dining experiences and served as its CTO. Yifei also has extensive experience in applying machine learning techniques to the finance industry. In her free time, she enjoys piano, snowboarding, traveling, and more.

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Yifei Wang 01 September 2023

Decoding Efficiency in Deep Learning, A Guide to Neural Network Pruning in Big Data Mining

Python

In recent years, deep learning has emerged as a powerful tool for deriving valuable insights from large volumes of data, more commonly referred to as big data. Harnessing the computational capabilities of artificial neural networks, deep learning algorithms have the ability to model complex patterns and make accurate predictions based on these patterns. This makes … Read more

Python

Yifei Wang 03 July 2023

Beyond Personalization, Overcoming Bias in Recommender Systems

Python

Recommender systems are ubiquitous in our everyday lives, providing personalized recommendations on social media, e-commerce platforms, and streaming services. These systems aim to simplify our decision-making by offering products, services, and content tailored to our interests and preferences. However, despite their impressive capabilities, recommender systems are not immune to flaws, and there are concerns about … Read more

Python