ManiShankar SinghEfficiently Scaling Time Series Analysis with Prophet and JoblibForecasting at scale4 min read·Mar 14, 2024----
ManiShankar SinghSolve Sudoku to learn NumpySolve simple sudoku puzzles with numpy and learn the usage of numpy functions9 min read·Jan 8, 2023----
ManiShankar SinghinNerd For TechLet us write Mini Batch Gradient Descent using numpyAn approach to convert full batch gradient descent into mini batch gradient descent using Einstein summation technique.5 min read·Jul 23, 2021----
ManiShankar SinghinTowards Data ScienceMulticlass Classification Neural Network using Adam OptimizerThis is in continuation of my blog series where I use numpy’s einsum to implement the complete model.6 min read·Jul 10, 2021----
ManiShankar SinghinTowards Data ScienceMulticlass classification Neural Network implementation using Numpy’s einsumImplementation of two layer multiclass classification neural network using Numpy’s einsum.5 min read·Jul 4, 2021----
ManiShankar SinghinNerd For TechBatch gradient descent algorithm using Numpy’s einsumUsage of Einstein summation technique. No he didn't invent it, he applied it to express complete paper of general theory of relativity…4 min read·Jun 27, 2021----
ManiShankar SinghScalable Pipeline : PCA and Logistic Regression using PysparkRecently I was working on a POC to do pipelining of PCA followed by Logistic Regression using Pyspark.1 min read·Dec 30, 2017--4--4
