Algorithms

Support Vector Machines
Implementing Support Vector Machines for classification and regression tasks
Srihari Thyagarajan
Last updated on May 26, 2024 8 min read Programming, Data Science, Algorithms, Academic
Support Vector Machines
Back Propogation
Implementation of backpropagation algorithm in a three-layer feedforward neural network using the IRIS dataset.
Srihari Thyagarajan
Last updated on Jun 3, 2024 14 min read Programming, Machine Learning, Algorithms, Academic
Back Propogation
Feedforward Neural Network
Implementing a feedforward neural network and exploring its inner workings through a step-by-step approach.
Srihari Thyagarajan
Last updated on Jun 3, 2024 14 min read Programming, Algorithms, Data Science, Academic
Feedforward Neural Network
DBScan Clustering Algorithm
Implementing the DBSCAN algorithm for clustering and outlier detection
Srihari Thyagarajan
Last updated on May 25, 2024 15 min read Programming, Data Science, AI, Algorithms, Academic
DBScan Clustering Algorithm
Deep Learning Rate Optimizers
Performing various optimization techniques on a neural network using the IRIS dataset and evaluating their performances.
Srihari Thyagarajan
Last updated on Jun 3, 2024 38 min read Programming, Machine Learning, Algorithms, Academic
Deep Learning Rate Optimizers
Decision Trees
Implementing Decision Trees for classification and regression tasks
Srihari Thyagarajan
Last updated on May 25, 2024 44 min read Programming, Data Science, Algorithms, Academic
Decision Trees
K Means Clustering
Implementing the K-Means algorithm for data clustering tasks
Srihari Thyagarajan
Last updated on May 26, 2024 13 min read Programming, Data Science, Algorithms, Academic
K Means Clustering
Naive Bayes Classification
Implementing the Naïve Bayes algorithm for classification using Python
Srihari Thyagarajan
Last updated on May 26, 2024 14 min read Programming, Data Science, Algorithms, Academic
Naive Bayes Classification
Knn Classification
Implementing the KNN algorithm for classification tasks using Python
Srihari Thyagarajan
Last updated on May 26, 2024 21 min read Programming, Data Science, Algorithms, Academic
Knn Classification
Multiple Linear Regression
Implementing multiple linear regression for multivariate data analysis
Srihari Thyagarajan
Last updated on May 26, 2024 10 min read Programming, Data Science, Algorithms, Statistical Modeling, Academic
Multiple Linear Regression