Academic

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
Sampling And Greyscale Resolution
Applying resolution techniques for image compression and quality analysis
Srihari Thyagarajan
May 25, 2024 6 min read Programming, Computer Vision, Signal Processing, Academic
Sampling And Greyscale Resolution
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
Corpus Analyzing
Analyzing Guttenberg and Brown corpus using Python, working with corpus file lists and contents, and visualizing the data.
Srihari Thyagarajan
Last updated on Jun 3, 2024 8 min read Programming, Text Analysis, Data Science, Academic
Corpus Analyzing
Data Visualization Techniques Plots
Mastering data visualization techniques using Python
Srihari Thyagarajan
Last updated on May 25, 2024 10 min read Programming, Data Science, Data Analysis, Academic
Data Visualization Techniques Plots
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
Frequency Domain Filtering
Frequency Domain Filtering with Butterworth Filter
Srihari Thyagarajan
Last updated on May 25, 2024 3 min read Programming, Computer Vision, Signal Processing, Academic
Frequency Domain Filtering
Image Processing Techniques
Implementing point operations and spatial domain filters on images
Srihari Thyagarajan
Last updated on May 25, 2024 8 min read Programming, Computer Vision, Signal Processing, Academic
Image Processing Techniques
Convolutional Neural Networks (CNN)
Building and training a Convolutional Neural Network (CNN) on the MNIST dataset, with an exploration of different layers.
Srihari Thyagarajan
Last updated on Jun 3, 2024 9 min read Programming, Machine Learning, Computer Vision, Academic
Convolutional Neural Networks (CNN)