Siddhartha PramanikinAI MindImage Restoration Using Deep Learning: Variational AutoencodersI used a variation of autoencoder, a Variational AutoEncoder (VAE), to perform image restoration. It considers distorted images, attempts…5 min read·Jan 2, 2024----
Siddhartha PramanikinAI MindUnderstanding and Implementing Variational Autoencoders (VAEs)Variational Autoencoders (VAEs) combine autoencoders and probabilistic graphical models to generate realistic data samples from a learned…3 min read·Oct 23, 2023--1--1
Siddhartha PramanikinAI MindCNN-based-classification-architecture-for-classifying-imagesthe complete code,the dataset and the final model is present in github3 min read·Aug 17, 2023----
Siddhartha PramanikinAI MindBuilding a Neural Network for Handwritten Digit Classification from ScratchThe complete code and the used dataset is available in github5 min read·Aug 16, 2023----
Siddhartha PramanikBest data science resources available onlineData science is a multidisciplinary field that involves extracting insights from data using various methods, tools, and techniques. Data…3 min read·Mar 26, 2023----
Siddhartha PramanikTips to become ProductiveBeing more productive is a common goal for many people, but it can also be challenging to achieve. There are many factors that can affect…3 min read·Mar 26, 2023----
Siddhartha PramanikA Guide to Connecting Firebase with Flutter Applications: An In-Depth Explanation of Firebase and…This guide covers all the necessary steps for connecting Firebase to a Flutter application, including a detailed explanation of Firebase…3 min read·Feb 7, 2023----
Siddhartha PramanikBest tools and techniques for data engineeringData Engineering is the process of designing, constructing, and maintaining data pipelines and storage solutions. It is a critical aspect…3 min read·Feb 7, 2023----
Siddhartha PramanikWho is a business analystBusiness Analytics refers to the use of data, statistical algorithms, and technology to analyze business data and make data-driven…1 min read·Jan 30, 2023----