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6.00.1x_python_course

MITx's Introduction to Computer Science and Programming Using Python

andrew_machine_learning_r

This repository, which is work in progress, contains R versions of Andrew Ng's Machine Learning programing exercies.

anomaly_detection_with_r

Anomaly detection algorithm to detect outliers of servers in a network using multivariate normal model.

awslambda

AWS Services Code

behavioral_clustering_spark

berkeleyx-cs100.1x-introduction-to-big-data-with-apache-spark

berkeleyx-cs190.1x-scalable-machine-learning

dat7

General Assembly's Data Science course in Washington, DC

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

deep_learning_specialization

Five deep learning courses from coursera offered by Andrew Ag.

deepar_gluonts

developing_data_products

Developing Data Products, ninth course of the data science specialization from Johns Hopkins University on Coursera

dplyr.way_vs_data.table.way

email_text_alerting_with_shiny

How can we get email and text message alerts when sensors either fail or transmit abnormal reading? If we have a dashboard that is built based on dynamic data and we want alerts when some conditions are met, how can we do that? One option is using R-shiny. My video tutorial shows how: https://youtu.be/0xZZC8SAxAQ

exploratory-data-analysis

fda-adverse-event-reporting-system-data-analysis

fissehab

fissehab.github.io

getting_and_cleaning_data

google_scholar_scraping_with_r

hands-on-machine-learning-book

Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow FREE Copy of Updated Version on Best Selling Python for Data Science Book O'Reily has released a FREE a copy of "Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron.

installing_many_r_packages_at_once

ipython-notebooks

A collection of IPython notebooks covering various topics.

leaflet-plotly-shiny

This blog post uses Leaflet, which is the leading open-source JavaScript library for interactive maps, and plotly to create weather forecast visualizations.

linear_non_linear_optimization

This is a tutorial on how to perform linear and non-linear optimization with Scipy, including on Pandas DataFrame

machine-learning

Machine Learning Coursera course offered by Andrew Ng from Stanford University

modals_data_exploration_shiny

This shiny app is an example on how to use actions and modals for data exploration. Once, you select countries, it opens a modal window with animation.

monitoring_trash_cans_with_shiny_and_leaflet

Using PostgreSQL and shiny with a dynamic leaflet map to monitoring trash cans

mulesoft

This repository contains code used for my MuleSoft Developer course and my YouTube MuleSoft tutorials.

mysql_elk_hurricanes

This tutorial is on importing data to Elasticsearch from MySQL to visualize with Kibana.