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artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

ase-atomistic-potential-tests

Automatically exported from code.google.com/p/ase-atomistic-potential-tests

aws-cicd-pipeline

azureml-predictive-maintenance

Implementation of predictive maintenance for Azure Machine Learning in Python.

biosppy

Biosignal Processing in Python

brownlee

Code snippets from Jason Brownlee's ML and Deep Learning books.

citrine_ml_tut

ML tutorials from Citrine (http://www.citrine.io/blog/?offset=1434641580000)

community-code

Shared code for data transforms, calling your model or just having fun with deep learning

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

dataaspirant_codes

Complete machine learning model codes

datasciencepython

common data analysis and machine learning tasks using python

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

detroit_blight_tickets_prediction

Understanding and Predicting Property Maintenance Fines

e-commerce-app-ui-flutter

Nice and clean Online Shop app UI by using #Flutter.

firebase_user_login

This is for idea

flutter_ecommerce_template

This is an eCommerce minimalist template with a clean and beautiful design for Flutter.

h2o-meetups

Presentations from H2O meetups & conferences by the H2O.ai team

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

h2o_tutorials

Slides and code examples for H2O tutorials at various events

humanactivityrecognition

This project is to build a model that guesses the human activities like Walking, Walking_Upstairs, Walking_Downstairs, Sitting, Standing or Laying.

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

iot-predictive-maintenance

iot-predictive-maintenance-1

ipython-notebooks

A collection of IPython notebooks covering various topics.

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

kaggle_101

Some work on Kaggle data for fun

kaggle_titanic

This notebook uses data from Kaggle competition "Titanic: Machine Learning from Disaster". Firstly, I engineer features to get maximum from the limited data available, and fill missing values of Age variable using linear regression. Then I compare performance of multiple classifiers, such as: logistic regression, SVM, k - nearest neighbours, Naive Bayes, Decision Tree Classifier. I also use ensemble methods such as random forest, bagging, boosting and voting classifier. I use grid search and cross validation to tune up the parameters of classifiers.

lammps

Public/backup repository of the LAMMPS MD software package

lammpssmartbuildermix

LAMMPS Membrane Builder for n-phase biomembrane systems

learndatascience

Open Content for self-directed learning in data science