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50_coding_challenges

Implementation of the 50 problems solved in the Leetcode in python

async_scrap_websocket

Scarp Tradingview website and express latest cryptocurrency information using websocket

bitly_data_analysis

URL shortening service Bitly data analysis

concurrent_download_manager

An http download manager console application using Golang goroutines to download file blocks concurrently

cqrs_pattern

Command and Query Responsibility Segregation (CQRS) pattern in a C# application

data_structures

Most Common Data Structures implemented in Python

deep_learning_classification

Create an algorithm to distinguish dogs from cats images

federal_election_data_analysis

2012 US Federal Election Commission data analysis

frontend_state-management_rxjs_react-hooks

using RxJS (reactive programming) and integrate it with React applications using React Hooks for state management

iot_rest_api

IOT data aggregator using Django Rest Framework and PostgreSQL

lru_cache

A Least Recently Used (LRU) Cache organizes items in order of use, allowing you to quickly identify which item hasn't been used for the longest amount of time.

machine_learning_classification

Use machine learning to create a model that predicts which passengers survived the Titanic shipwreck

machine_learning_clustering

Mall Customer Segmentation, also known as market basket analysis .

machine_learning_cnn

Digit Recognizer, Learn computer vision fundamentals with the famous MNIST data

machine_learning_regression

Predict the final home price using the 79 explanatory variables that explain (almost) everything about residential homes.

ml_chatbot

The new generation of chatbots are NLP-powered agents that get smarter each day. They carry information from one conversation to the next and learn as they go

movielens_data_analysis

Analyzing The MovieLens 1M dataset contains 1 million ratings collected from 6,000 users on 4,000 movies.

programming_algorithms

Most common programming algorithms implemented in Python

rasoulkhaksari

simple_blockchain

Build a simple blockchain and cryptocurrency in NodeJS to understand these technologies

software_design_patterns

In software engineering, a software design pattern is a general, reusable solution to a commonly occurring problem within a given context in software design.

stock_price_prediction

stock price prediction using machine learning time-series models. (ARIMA, LSTM, MLP, FBPROPHET)

stock_recommender

Stock Buying Signal Recommendation using Machine Learning

twitter_sentiment_analysis

Twitter Sentiment Analysis using machine learning models such as Random Forest, SVM, XGBoost and Transfer learning using Bert pretrained Neural network

us_baby_names_analysis

Analyze the frequency of US baby names from 1880 through 2010

us_food_analysis

US foods data analysis as for nutrients

useful_resources

some useful resources

webpage_screenshot

Take a screenshot of a web page using a headless web browser. This solution focuses on operation throughput, such that millions of screenshots could be taken every day