ChristianHallerX / HackerRank_ML

My solutions to popular ML challenges. EASY - EXPERT

HackerRank_ML

My solutions to popular ML challenges on https://www.hackerrank.com EASY - EXPERT

Machine Learning Category: https://www.hackerrank.com/domains/ai?filters%5Bsubdomains%5D%5B%5D=machine-learning

The problems can be solved with data provided in the website's coding environment and also offline when downloading the input files.

Multiple Linear Regression: Predicting House Prices

https://www.hackerrank.com/challenges/predicting-house-prices

Notebook: https://github.com/ChristianHallerX/HackerRank_ML/blob/master/House_pricing.ipynb

Polynomial Regression: Office Prices

https://www.hackerrank.com/challenges/predicting-office-space-price

Notebook: https://github.com/ChristianHallerX/HackerRank_ML/blob/master/Office_Prices.ipynb

Laptop Battery Life

https://www.hackerrank.com/challenges/battery

Notebook: https://github.com/ChristianHallerX/HackerRank_ML/blob/master/Laptop_Battery_Life.ipynb

Stock Predictions

https://www.hackerrank.com/challenges/stockprediction

Basic Statistics Warmup

https://www.hackerrank.com/challenges/stat-warmup

Notebook: https://github.com/ChristianHallerX/HackerRank_ML/blob/master/Basic_Statistics_Warmup.ipynb

Computing the Correlation

https://www.hackerrank.com/challenges/computing-the-correlation

Notebook: https://github.com/ChristianHallerX/HackerRank_ML/blob/master/Computing_Correlation.ipynb

Document Classification

https://www.hackerrank.com/challenges/document-classification

Notebook: https://github.com/ChristianHallerX/HackerRank_ML/blob/master/Document_Classification.ipynb

The Best Aptitude Test

https://www.hackerrank.com/challenges/the-best-aptitude-test

Notebook: https://github.com/ChristianHallerX/HackerRank_ML/blob/master/Best_Aptitude_Test.ipynb

Stack Exchange Question Classifier

https://www.hackerrank.com/challenges/stack-exchange-question-classifier

Notebook: https://github.com/ChristianHallerX/HackerRank_ML/blob/master/Stack_Exchange_Question_Classifier.ipynb

Missing Stock Prices

https://www.hackerrank.com/challenges/missing-stock-prices

Predict the Missing Grade

https://www.hackerrank.com/challenges/predict-missing-grade

Notebook: https://github.com/ChristianHallerX/HackerRank_ML/blob/master/Predict_Missing_Grade.ipynb

Temperature Predictions

https://www.hackerrank.com/challenges/temperature-predictions

Notebook: https://github.com/ChristianHallerX/HackerRank_ML/blob/master/Temperature_Predictions.ipynb

Interpolate Mercury Readings

A variation on Missing Stock Prices https://www.hackerrank.com/challenges/missing-stock-prices/problem

Notebook: https://github.com/ChristianHallerX/HackerRank_ML/blob/master/Interpolate_missing_mercury_readings.ipynb