Machine
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What are Bias and Variance in Machine Learning?
Machine learning deserves more scrutiny than ever due to the growing adoption of ML applications. The development and assessment of…
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[DEV] Infinite Crafting Machine
Infinite Crafting Machine is an AI-powered crafting game. Mix two items to generate a new one and use the new…
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Explainability, Interpretability and Observability in Machine Learning | by Jason Zhong | Jun, 2024
Explainability has no standard definition, but rather is generally accepted to refer to “the movement, initiatives, and efforts made in…
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A New Machine Learning Research from UCLA Uncovers Unexpected Irregularities and Non-Smoothness in LLMs’ In-Context Decision Boundaries
Recent language models like GPT-3+ have shown remarkable performance improvements by simply predicting the next word in a sequence, using…
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What is the Process of Machine Learning (ML) Development?
Machine learning has spurred a formidable revolution in technology by enabling interactions between humans and machines. The common assumption about…
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Machine Learning Optimization with Optuna
Optuna was created by Preferred Networks, Inc. and became an open-source project in 2018. It was designed to tackle the…
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Nailing the Machine Learning Design Interview | by Rhea Goel | Jun, 2024
Common Mistakes with Good and Bad Responses #1 Jumping straight into the model Some candidates jump straight to the ML…
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Sprinklr improves performance by 20% and reduces cost by 25% for machine learning inference on AWS Graviton3
This is a guest post co-written with Ratnesh Jamidar and Vinayak Trivedi from Sprinklr. Sprinklr’s mission is to unify silos,…
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SaySelf: A Machine Learning Training Framework That Teaches LLMs To Express More Accurate Fine-Grained Confidence Estimates
Language Learning Models (LLMs), which are very good at reasoning and coming up with good answers, are sometimes honest about…
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What is Underfitting and Overfitting in Machine Learning?
Machine learning focuses on developing predictive models that can forecast the output for specific input data. ML engineers and developers…
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