Samrat Mitra's Projects
A curated collection of useful JavaScript snippets that you can understand in 30 seconds or less.
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Algorithms required for Competitive Programming
All the Angular Hands On are here in this repository.
All the codes I'm writing while learning Spark are kept here
Collection of JavaScript resources (PDF, Video, Link)
We will use Logistic regression to check whether a tumor is Benign or Malignant in order to detect whether a patient has Breast Cancer or not. We will use Logistic Regression to build our Prediction Model. We will have 96.70% Accuracy.
simple functional calculator using HTML , CSS , JAVASCRIPT
This repository contains the main.py file that performs different Classification algorithms on popular datasets like the Iris dataset, Breast Cancer dataset, and Wine dataset from UCI Machine Learning Repository and shows its results in a simple UI. Also, the visualization of the data is done using Matplotlib. The datasets are multidimensional, thus I have applied PCA first to reduce the dataset to two-dimension and then have plotted it.
Learn the GitHub workflow by contributing code in a fun simulation project
Resources for the Udemy Course - Azure Data Factory For Data Engineers - Project on Covid19
Created a REST API which performs the CRUD Operation using NodeJS, Express and MongoDB
A data scientist must be a good data analyzer also. This repository contains Jupyter Notebooks for all the tools one needs to perform Data Analysis such that Numpy, Pandas, Matplotlib, Seaborn, and also some sample case studies are also included. We have included Exploratory Data Analysis on very famous datasets like the IPL Matches Dataset, Superheroes Dataset, FIFA Players Dataset from Kaggle, and also Iris Dataset by University Of California, Irvine Machine Learning Repository.
This repository contains many pdf copies of books you need for data science. It contains books on algorithms, data analysis, big data, artificial intelligence etc.
Data Structure
This repository contains all the Google Colab Notebooks where I have implemented different Neural Networks like ANN, CNN, RNN, and also other Deep Learning models such as Self-organizing Maps, Autoencoders, Boltzmann Machines, etc.
Design Pattern Hands On
A list of developer portfolios for your inspiration
Ultimate DSA Preparation for Cracking Coding Interviews
My MERN Stack Project, which I did last year.
šāØ Help beginners to contribute to open source projects
My first ever Streamlit App I am going to build in the Snowflake DABW course
The SONAR and LOMBOK handsOn-01
The https://www.freeCodeCamp.org open source codebase and curriculum. Learn to code for free together with millions of people.
This is a full Stack Todo List App, which uses Flask as Backend and SQLite as database, and SQLAlchemy as ORM (Object Relation Mapper) Tool. The UI is designed using Bootstrap 5 and Jinja2.