Vino Duraisamy's repositories
Amazon-Books-Recommendation-System
A recommendation engine using python based on item-item similarity between different books and the user's past purchase behaviour. Used Python based NetworkX package to understand the relationship and similarity between books.
Data-Science-Cheatsheet
A helpful 4-page data science cheatsheet to assist with exam reviews, interview prep, and anything in-between.
deeplearning-models
A collection of various deep learning architectures, models, and tips
Framework-for-data-quality-checks
A framework for data quality checks - Implemented the Write-Audit-Publish pattern using lakeFS, Spark and MinIO
NLP-Text-Classification
Classifying whether or not the comments and suggestions made in health forums are given by healthcare experts or naive users.
scikit-learn-tips
:robot::zap: Daily scikit-learn tips
100DaysOfNLP
I will be putting notebooks created for #100daysofnlp here
awesome-computer-vision
A curated list of awesome computer vision resources
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
Data-Science--Cheat-Sheet
Cheat Sheets
Image-Classification-using-CNN
Classification of images from CIFAR-10 dataset with convolutional neural networks. Python Keras package is used.
machine-learning
Content for Udacity's Machine Learning curriculum
machine_learning_examples
A collection of machine learning examples and tutorials.
NLTK-Tutorials
The Natural Language Toolkit, or more commonly NLTK, is a suite of python libraries and programs for natural language processing.
Regex-Tutorial
Python Regular expression tutorials and snippets for beginners.
sfguide-data-engineering-with-snowpark-python
snowpark-de-demo
sfquickstarts
Follow along with our tutorials to get you up and running with the Snowflake Data Cloud.
Solar-Energy-Case-Analysis
Analyzing the annual demand and cost of electricity in Phoenix to prescribe the number of solar panels to be installed at houses to achieve $0 annual electricity costs.
Song-Recommendation-Engine
A simple content-based song recommendation engine based on item-item similarity between songs.
Beyond-LeetCode-SQL
Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
CrackingMachineLearningInterview
A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Interviews
House-Price-Prediction
House Price prediction model using SMOTE and stacking for improved accuracy
LeetCode-Solutions
A compilation of all the Leetcode solutions.
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
machine-learning-interview-enlightener
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
ml-interviews-book
https://huyenchip.com/ml-interviews-book/
pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
SQL-Leetcode-Challenge
Contains all the 117 Leetcode questions with their solutions ranging from Easy to Hard in MySQL.