AbhishekTypes of Loss Functions in Machine Learning and Their UsageChoosing the right loss function is very important for training a machine learning model. Different loss functions are suited for different…Jul 25Jul 25
Abhishek[Github Fix?] An error occurred Using nbformat v5.10.4 and nbconvert v7.16.1Over the past day, a significant number of GitHub users have reported an issue where Jupyter Notebooks (.ipynb files) are failing to render…May 19May 19
Abhishek[Explained]Stochastic Gradient Descent vs Batch Gradient Descent vs Mini-Batch Gradient DescentWhen training machine learning models, one crucial step is to optimize the model’s weights or parameters to minimize the loss or error…May 5May 5
AbhishekA Beginner’s Guide to Gradient Descent for Neural NetworksGradient descent is an optimization algorithm that helps us find the best set of weights and biases for a neural network, so that it can…May 3May 3
AbhishekUnderstanding Derivatives and Partial Derivatives for Neural Network TrainingIn the field of deep learning and neural network training, understanding derivatives and partial derivatives is crucial. These mathematical…May 2May 2
AbhishekActivation Functions: 4 Types of activation function in neural networkP.S. This is my study note for future reference, where I put together stuff from different online resources that I found easy to…Apr 27Apr 27
AbhishekArtificial Neural Networks: Understanding ANN with Simple ExamplesP.S: This is my study note for future reference where I put together stuff from different online resources which I found easy to…Apr 27Apr 27
![[Github Fix?] An error occurred Using nbformat v5.10.4 and nbconvert v7.16.1](https://miro.medium.com/v2/resize:fill:160:106/1*1qPl9I50l1GOz__nMk-1kg.png)
![[Github Fix?] An error occurred Using nbformat v5.10.4 and nbconvert v7.16.1](https://miro.medium.com/v2/resize:fill:320:214/1*1qPl9I50l1GOz__nMk-1kg.png)
![[Explained]Stochastic Gradient Descent vs Batch Gradient Descent vs Mini-Batch Gradient Descent](https://miro.medium.com/v2/resize:fill:160:106/1*2l3TPHxhOyEFJp91S2b0Qw.jpeg)
![[Explained]Stochastic Gradient Descent vs Batch Gradient Descent vs Mini-Batch Gradient Descent](https://miro.medium.com/v2/resize:fill:320:214/1*2l3TPHxhOyEFJp91S2b0Qw.jpeg)
