Adaptive Gradient Algorithm
The Adaptive Gradient Algorithm (AdaGrad) represents a significant stride in optimization techniques, particularly in the realms of machine learning and deep learning. By dynamically adjusting the lea...
AI Center of Excellence (AI CoE)
The AI Center of Excellence (AI CoE) plays a pivotal role in helping organizations harness the full potential of AI technology effectively. By centralizing expertise and resources, it acts as a cataly...
Data preprocessing
Data preprocessing is a crucial step in the data mining process, serving as a foundation for effective analysis and decision-making. It ensures that the raw data used in various applications is accura...
PR AUC
PR AUC, or precision-recall area under the curve, is a powerful performance metric used primarily in the realm of binary classification, particularly when dealing with imbalanced datasets. As machine ...
Low-rank adaptation (LoRA)
Low-rank adaptation (LoRA) represents an innovative stride in enhancing the performance of large language models within artificial intelligence (AI). By focusing on efficiency and adaptability, LoRA s...
LLM guardrails
LLM guardrails play a crucial role in shaping how large language models operate within various applications, ensuring that they deliver safe and accurate responses while adhering to ethical standards....
Segment Anything Model (SAM)
The Segment Anything Model (SAM) represents a significant advancement in the field of image segmentation, leveraging deep learning to redefine how multiple objects can be identified and delineated in ...
In-context learning
In-context learning revolutionizes the educational landscape by customizing learning experiences based on individual circumstances. By recognizing that each learner operates within a unique set of con...
Density-based clustering
Density-based clustering stands out in the realm of data analysis, offering unique capabilities to identify natural groupings within complex datasets. Unlike traditional clustering methods that may st...
ANFIS
ANFIS, or Adaptive Neuro Fuzzy Inference System, stands at the intersection of two powerful computational paradigms: fuzzy logic and artificial neural networks. This unique combination enables ANFIS t...
