Glossary entry
Gradient Descent
ग्र्याडियन्ट डिसेन्ट
Definition (English)
An optimization method that gradually reduces error by adjusting parameters step by step.
अर्थ (नेपालीमा)
प्यारामिटर क्रमशः मिलाएर त्रुटि बिस्तारै घटाउने अनुकूलन विधि।
Related terms
Other terms related to Gradient Descent.
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Learning Rate
लर्निङ रेट / सिकाइ दर
A setting that controls how big each step is when a model updates its parameters.
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Stochastic Gradient Descent (SGD)
स्टोकास्टिक ग्र्याडियन्ट डिसेन्ट
Gradient descent that updates weights using small random batches for speed.
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Agentic AI
एजेन्टिक एआई
AI that autonomously plans and executes multi-step tasks using tools and feedback.
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Algorithm
एल्गोरिदम / कार्यविधि
A step-by-step set of instructions a computer follows to solve a problem or complete a task.
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Backpropagation
ब्याकप्रोपागेसन
The algorithm that adjusts weights by sending error signals backward through the network.
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Batch
ब्याच
A small subset of training data processed together in one step of training.
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Bayesian Optimization
बेजियन अनुकूलन
An efficient method for tuning hyperparameters by modeling which settings work best.
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Chain-of-Thought
चेन-अफ-थट / विचार शृङ्खला
Prompting a model to reason step by step, improving accuracy on complex problems.