padalkars Goto Github PK

algorithms-from-scratch

This repository contains various Machine Learning algorithms implemented from scratch.

atom

:atom: The hackable text editor

auresu-analytics-assignment

aureus-anaytics-assignment

auto-correct

awesome-algorithms

A curated list of awesome places to learn and/or practice algorithms.

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

churn-prediction_rfm

coding-interview-university

A complete computer science study plan to become a software engineer.

coursera

These are my learning exercices from Coursera

customer-churn-analysis

This project is an attempt to analyse the reasons for Customer Churn. This is a classification problem wherein a given customer profile is classified as a potential churn or a not churn. We have used down sampling to deal with class imbalance. The training data was fed to various machine learning algorithms to check the better performing one. Various criteria such as Churn Score, ROC-AUC curve, etc. are used to evaluate the models.

data-cleaning-101

Data Cleaning Libraries with Python

data-science-using-python

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

detect-duplicate-products

When we visit an online shopping site we search for a product. We get multiple results for a particular search. Some of them are duplicate results for the same search. This can cause user inconvenience and dissatisfaction. This is an attempt to deal with duplicate records.

email_marketing_conversion

Analytics project to predict customers who convert from an email marketing campaign data

employee-absenteeism-analysis

Employee Absenteeism is a substantial problem for an organization. We have analyzed the data comprising of various factors for an employee. Based on our analysis we have found vital insights that cause absenteeism.

games

This repository comprises of code for four games which have been created using Python and SimpleGUI.

graph-algorithms

This repository comprises of the various algorithms based on Graphs.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

insiderecaptcha

Reverse-engineering the new “captchaless” ReCaptcha system...

interview

Interview questions

janta-hack

Janta Hack was a competition organised by Analytics Vidya on the day of Janta Curfew.

machine-learning-classification

This comprises of the code of the assignments solved during the Classification Course. Various classification algorithms have been implemented from scratch using numpy and pandas libraries.

machine-learning-foundations

This repository comprises of implementation of various Machine Learning Algorithms using Pandas and Python. You can work related to Document Retrieval, Recommendation System and Deep Learning. Ipython notebooks related to Sentiment Analysis will be added soon.

machine-learning-regression

This repository contains implementations of various regression algorithms from scratch. Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, Ridge and Lasso Regression are covered here.

msd

my-programs