# data-science 20

- Coding Transformer Model from Scratch Using PyTorch - Part 2 (Data Processing and Preparation)
Mar 30, 2024 - Coding Transformer Model from Scratch Using PyTorch - Part 1 (Understanding and Implementing the Architecture)
Mar 29, 2024 - Machine Translation using Attention with PyTorch
Oct 27, 2020 - Machine Translation using Recurrent Neural Network and PyTorch
Oct 24, 2020 - Support Vector Machines for Beginners – Training Algorithms (Part 4)
Apr 8, 2020 - Support Vector Machines for Beginners – Kernel SVM (Part 3)
Apr 7, 2020 - Support Vector Machines for Beginners – Duality Problem (Part 2)
Apr 6, 2020 - Support Vector Machines for Beginners – Linear SVM (Part 1)
Apr 5, 2020 - Linear Discriminant Analysis – from Theory to Code
Oct 1, 2019 - Implement Canny edge detector using Python from scratch
May 20, 2019 - How to implement Sobel edge detection using Python from scratch
May 19, 2019 - Applying Gaussian Smoothing to an Image using Python from scratch
May 19, 2019 - Introduction to Naive Bayes Classifier using R and Python
May 15, 2019 - Understanding and implementing Neural Network with SoftMax in Python from scratch
Apr 29, 2019 - Understand and Implement the Backpropagation Algorithm From Scratch In Python
Apr 18, 2019 - Implement Viterbi Algorithm in Hidden Markov Model using Python and R
Feb 21, 2019 - Derivation and implementation of Baum Welch Algorithm for Hidden Markov Model
Feb 20, 2019 - Forward and Backward Algorithm in Hidden Markov Model
Feb 17, 2019 - Introduction to Hidden Markov Model
Feb 13, 2019 - How to visualize Gradient Descent using Contour plot in Python
Nov 18, 2018