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Category: Machine Learning

Batch vs Mini-Batch vs Stochastic Gradient Descent

Posted on September 1, 2023 by MLNerds
CategoriesDeep Learning, Machine Learning

What is Layer Normalization

Posted on August 17, 2023 by MLNerds
CategoriesMachine Learning

What is Batch Normalization

Posted on August 2, 2023 by MLNerds
CategoriesMachine Learning

Normalization in Deep Neural Networks

Posted on July 20, 2023 by MLNerds

Batch norm and Layer norm are common normalization techniques. This brief video talks about the need for normalization and the types of norms in deep neural networks.

CategoriesData Analysis, Deep Learning, Machine Learning

What is Median Absolute Deviation

Posted on April 28, 2023 by MLNerds
CategoriesData Analysis, Machine Learning, Probability and Statistics

Risks When Building with LLMs and Generative AI

Posted on April 25, 2023 by MLNerds
CategoriesMachine Learning

Building ML Models for Mixed Data

Posted on February 24, 2023 by MLNerds
CategoriesMachine Learning

Gower Distance for Mixed Data

Posted on February 15, 2023 by MLNerds
CategoriesMachine Learning

Why are Micro Precision and Micro Recall Same for Multiclass Models?

Posted on December 2, 2022December 2, 2022 by MLNerds
CategoriesMachine Learning

Macro, Micro and Weighted F1 Score

Posted on November 24, 2022November 24, 2022 by MLNerds
CategoriesMachine Learning
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Tags

ACID properties activation function analytics anomaly detection atomicity bayesian modeling bi-grams bias in ML classification consistency decision boundary deep learning durability embeddings gender bias gradient descent hmm inner join join language model left join logistic regression maximum likelihood estimate metrics missing data MLE model complexity Natural Language Processing NLP optimization outer join outlier detection overfitting recall right join search sigmoid smoothing speaker segmentation speech sql tanh text generation topic modeling viterbi

Recent Posts

  • Batch vs Mini-Batch vs Stochastic Gradient Descent
  • What is Layer Normalization
  • What is Batch Normalization
  • Normalization in Deep Neural Networks
  • What is Median Absolute Deviation
Interview Preperation Question Bank: 
  • Popular Machine Learning Interview Questions with Answers
  • Popular Natural Language Processing (NLP) Interview Questions with Answers
  • Popular Deep Learning Interview Questions with Answers
  • Also check out our list of Top Machine Learning Interview Questions
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