Fisseha Berhane's repositories
monitoring_trash_cans_with_shiny_and_leaflet
Using PostgreSQL and shiny with a dynamic leaflet map to monitoring trash cans
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
Deep_learning_specialization
Five deep learning courses from coursera offered by Andrew Ag.
Spark_certification
Contains various tutorials to help big data enthusiasts master Apache Spark
R_Shiny_Machine_Learning
Shows how to use Shiny to demo your machine learning model or to submit Machine Learning Challenges.
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
MySQL_ELK_Hurricanes
This tutorial is on importing data to Elasticsearch from MySQL to visualize with Kibana.
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.
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
sagemaker_python_shiny_invoke_endpoint
This repository is a tutorial on how to build and deploy a model in SageMaker and invoke it from the external world using R-shiny user interface with the help of the Reticulate R Package.
Visualize_NYC311calls_with_Kibana
This tutorial is on visualization of NYC 311 call requests using Kibana. The data is first imported to Elasticsearch with Logstash. Youtube vidoes: http://datascience-enthusiast.com/Miscellaneous/NYC311calls_Elastic_stack.html
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。
sklearn_pandas_udf
Parallelize sklearn model building process using Pandas UDF in PySpark
training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
US_Population_Data
U.S. Population by zip code, 2010-2016 from https://data.world/lukewhyte
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.
Pandas_API_for_PySpark
Tutorial on Pandas API for PySpark.