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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

article-recommender-python-scikit-learn

News Article Recommender using unsupervised Machine Learning Techniques.

computervision-projects

Some simple computer vision implementations using OpenCV

deep_learning_cookbook

Deep Learning Cookbox

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

gams-optimizaiton

A optimization problem to solve Integer Problem using GAMS tool,

hr-analytics

Explained data exploration, different classification models like Logistic Regression,Regularization,Decision Tree and Random Forest which explains whether employee will leave or not. This gives better understanding of different models. Leave your suggestion for improvements.

interpretable-machine-learning-with-python

Interpretable Machine Learning with Python, published by Packt

kmeans_-_hierarchical_clustering

Simple code to show difference between Kmeans and Hierarchical clustering using R.

lda

LDA-Linear Discriminant Analysis - Scratch Series

learn_r_1

Data shows student results on each subjects, pass or fail, and if any student passes in more than 3 subjects then he or she will be promoted to next level - so check it out who all will be promoted. Basically this was asked in one of my interview so sharing with you all. Happy Learning.

linear-regression-model-using-r

Linear Model on Insurance Company Expenses, insurance companies seek to minimize expenses associated with doing business in order to enhance profitability.

ml-random-forest-pyspark

Random Forest Binary Classification is applying on sample data in PySpark on Jupyter Notebook

new1

learning

poisson-and-negative-binomial-regression-model-using-r

Poisson and Negative Binomial Regression Model Using R on Ornstein’s Data, which has number of interlocks for each firm, sector, Nation and Assests.

python-cheat-sheet

Some of the useful commands that helps in speeding up your programs.

python-twitter-json-file

python_learner

resume_prediction_ml_apps

Resume Matching Prediction for the given Job Description

tableau

Visualization showcase the strategic and analytical view of Indian education system, Privatization has increased, literacy rate has increased