Deep Learning Archives

Variants of Gradient Descent Algorithm – Part 1 !!
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Variants of Gradient Descent Algorithm – Part 1 !!

Balaji Venkatesh2022-04-10T22:41:57+05:30April 10th, 2022|Categories: Deep Learning, Dense Neural Network, Gradient Descent, Optimization|Tags: Deep Learning, Gradient Descent Algorithm, Momentum Based Gradient Descent, Nesterov Accelerated Gradient Descent, Optimization|

Hello Friends, Welcome back !! In last couple of articles, we are getting deeper in "Deep Learning" concepts. Starting from Universal Approximation Theorem, How Gradient Descent Algorithm works & [...]

Layman Understanding of Gradient Descent Algorithm!!
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Layman Understanding of Gradient Descent Algorithm!!

Balaji Venkatesh2022-03-20T22:39:58+05:30March 20th, 2022|Categories: Deep Learning, Dense Neural Network, Gradient Descent, Taylor Series|Tags: Deep Learning, DNN, Gradient Descent, Gradient Descent Algorithm, Machine Leaning, Softmax|

Hello Friends, Welcome Back !! Our first post for the Year - 2022 :). After much thought, i decided to write about common interview question to "Explain about How [...]

Hidden Facts of Cross Entropy Loss in Machine Learning World !!
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Hidden Facts of Cross Entropy Loss in Machine Learning World !!

Balaji Venkatesh2021-11-10T21:22:55+05:30November 10th, 2021|Categories: Classification algorithms, Cross Entropy Loss, Deep Learning, Logistic Regression, Loss Function|Tags: Classification ML Models, Cross Entropy Loss, Deep Learning, Information Content, Information Theory, Kl divergence, Machine Learning|

Hello Friends, Welcome Back !! Once again i am excited to come up with another interesting topic in Deep Learning or Machine Learning world - [...]

Importance of Taylor Series in Deep Learning Models !!
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Importance of Taylor Series in Deep Learning Models !!

Balaji Venkatesh2022-03-20T19:47:53+05:30August 8th, 2021|Categories: Deep Learning, Gradient Descent, Loss Function, Mathematics, Optimization, Taylor Series, Trigonometry|Tags: Deep Learning, Gradient Descent Rule, Machine Learning Optimization, Mathematics, Optimization, Taylor Series, Trigonometry|

Hello Friends, Welcome Back !! I took some time to choose an interesting topic for our readers to benefit. We have been talking around in general topic related to [...]

Deep Learning on Types of Activation Functions !!
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Deep Learning on Types of Activation Functions !!

Balaji Venkatesh2021-04-12T08:07:57+05:30April 12th, 2021|Categories: Activation Functions, Deep Learning, Pytorch, Tensorflow|Tags: Activation Functions, Artificial Intelligence, Deep Learning, Machine Learning, pytorch, Tensorflow|

Hello Friends, Welcome Back !! Hope you are enjoy reading our articles. Today we are back with another important and interesting articles on "Deep Learning Activations Functions". Deep learning [...]

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Temperature prediction with Tensorflow dataset Using CNN-LSTM!!

Balaji Venkatesh2020-08-15T06:49:08+05:30August 15th, 2020|Categories: CNN, Deep Learning, LSTM, Machine Learning, Regression, RNN|Tags: CNN, Deep Learning, LSTM, Machine Learning|

Hello Friends, Welcome to the world of advanced Machine Learning - Deep Learning. Deep learning is an artificial intelligence (AI) function that imitates the workings of the human brain in [...]