Discover campusx-official/100-days-of-deep-learning Open Source

A curated list of Machine learning videos, links, projects and datasets to help you conquer the ML landscape in 6 months

1,138

ML-Roadmap-for-2022

768

movie-recommender-system-tmdb-dataset

A content based movie recommender system using cosine similarity

campusx-official

dsa-using-python

sms-spam-classifier

End to end code for the email spam classifier project

book-recommender-system

A streamlit app to analyze your whatsapp chats

whatsapp-chat-analysis

A ML based laptop price predictor

laptop-price-predictor-regression-project

Day by day codes for my YouTube course on Python Programming

100-days-of-python-programming

A NLP project to find weather given 2 questions are same are not semantically speaking.

quora-question-pairs

dsmp-capstone-project

A Deep Learning based Fashion Recommender System using the ResNET50

fashion-recommender-system

A machine learning project to find out the win probability of an IPL match

ipl-win-probability-predictor

A list of tips and tricks to use jupyter notebook powerfully

jupyter-masterclass

A Streamlit web application for the analysis of olympics dataset

olympics-data-analysis-web-app

sample project on placement data(toy)

placement-project-logistic-regression

DSMP Capstone Project Website using Streamlit

real-estate-app

Code to deploy ML model as an Android App

deploy-ml-model-as-android-app

NLP based app using Flask

nlp-web-app

simple viz tools to visualize matrix linear transformation

matrix-linear-transformation-viz

Animation of all major deep learning optimizers

deep-learning-optimizers

A XgBoost based Cricket Score Predictor

cricket-score-predictor

A roundup of important streamlit widgets

streamlit-basics

text classification code for my YT course on NLP

nlp-lec4-text-classification

A posenet demo built using ml5.js

posenet-demo-ml5js

JavaScript

dialogflow-telegram-chatbot

Backend for a Dialogflow chatbot

codes related to aws ec2 deployment

ml-model-deployment-aws-ec2

A sample python web app using SQL and Streamlit

flights-sql-app

advanced-web-scraping

A t-sne implementation on GOT dataset

game-of-thrones-personality-matcher

A ml model to detect emotion from text

vc-emotion-detection

Codes related to bagging ensemble

bagging-ensemble

A streamlit web app which can tell with which bollywood celebrity you face resembles

which-bollywood-celebrity-are-you

Code of how to build a ml-pipeline using DVC

ml-pipelines-using-dvc

A small ml project built using mlops

mlops-mini-project

python-gui-tkinter

A python code snippet to test assumptions of linear regression

linear-regression-assumptions

pandas-io

pandas I/O functions

An application deployed on AWS RDS and Elastic Beanstalk

aws-demo-app

word2vec applied on game of thrones data

game-of-thrones-word2vec

A streamlit app to show the diff between normal and t distribution

normal-distribution-vs-t-distribution

Codes related to Voting Ensemble

voting-ensemle

A small python project built to consume the IPL api

ipl-web-app

A api service for IPL cricket matches built using Flask

ipl-api-service

An API based NLP application created using Tkinter and OOP

nlpapp

Demo of a new awesome decision tree viz library

dtreeviz-demo

Demo code for python generators

python-generators

A simple tool to observe relationship between margin of error and confidence level

z-distribution-confidence-interval

code related to my portfolio website

portfolio-website-demo

CSS

confidence-interval-viz

A simple streamlit data app to show Confidence Interval

Demo code for python iterators and iterables

python-iterators-and-iterables

An amazon clone built using PHP and MySQL

amazon-clone-php-mysql

PHP

running-kaggle-dataset-colab-for-deep-learning

code snippet to run kaggle dataset on google colab

All the codes and tasks taught in the CampusX Data Science Mentorship Program 2022-23

dsmp-2022-23

jupyter notebooks related to gradient boost

gradient-boosting

A mini data viz project India census data using plotly and streamlit

india-data-viz-mini-project

new-git-app

A sample git app

Codes related to PCA Lecture

pca

Web scraping code to download the dataset

image-2-recipe-data-collector

Codes related to data wrangling

data-wrangling

A tinder clone made using python and MySQL

tinder-project-python-mysql

Code related to Decision Tree algorithm

decision-trees

Toy datasets that can be used to practically implement various data science concepts

toy-datasets

mlops-project-2

Personal project

A code of the Vaex Library for Out-of-core ML

vaex-demo

A content based movie recommender system

movie-recommender-system-content-based

face-detection-using-mtcnn

Demo code for MTCNN face detection

A regression problem based on car dekho dataset

car-dekho-price-predictor

Demo code on agglomerative clustering

agglomerative-hierarchical-clustering-demo

Jupyter notebook related to statistics

statistics

Support-Vector-Machines-SVM-

Codes related to SVM

A sample project of no utility

sample-project-for-streamlit-deployment

Email spam classification

email-spam-classification-flask

vc-pipeline-emotion-detection

emotion detection

temp repo, soon to be deleted

render-demo

A Streamlit visualization tool for Random Forest

streamlit-random-forest-classifier

All the codes and data-sets related to K Nearest Neighbors algorithms

K-Nearest-Neighbors

linear-regression-ols-from-scratch

streamlit-decision-tree-classifier

streamlit-bagging-regressor

A demo project on mlflow model registry.

mlflow-model-registry-demo

dvc-s3-demo

DVC S3 demo

sample code on spacy pos tagging

spacy-pos-tagging

Streamlit application for Voting classifier

streamlit-voting-classifier

A simple movie app using jQuery which fetches data from the TMDB API

movies-app-jquery

This is a code for a api based news application

python-tkinter-api-news-app

ipl-score-predictor-keras

code

Streamlit app for Bagging Classifier

streamlit-bagging-classifier

streamlit-voting-regressor

A small demo of online learning using sklearn

online-ml-sklearn-demo

This is a code repo in which we will create a dynamic array aka list using Python

dynamic-array-python

email-spam-classifier-winter-2021

a test app for streamlit nothing useful

streamlit-regression-trees

unit-convertor

dvc-demo-online

mlops-project-1

streamlit-test-app

A simple todo application with firebase backend

firebase-todo

JavaScript

100

knn-from-scratch