Notes
Notes - notes.io |
https://medium.com/@randylaosat/a-beginners-guide-to-machine-learning-dfadc19f6caf
https://medium.com/machine-learning-for-humans/why-machine-learning-matters-6164faf1df12
General Idea (Deep learning)
https://medium.com/@shridhar743/a-beginners-guide-to-deep-learning-5ee814cf7706
https://medium.com/intro-to-artificial-intelligence/deep-learning-series-1-intro-to-deep-learning-abb1780ee20
Tools and Technology
https://thenewstack.io/blueprint-developers-get-started-machine-learning/
https://opensource.com/article/18/5/top-8-open-source-ai-technologies-machine-learning
Datasets
https://medium.com/datadriveninvestor/the-50-best-public-datasets-for-machine-learning-d80e9f030279
https://toolbox.google.com/datasetsearch
Data Scrubing
https://www.talend.com/resources/what-is-data-cleansing/
Connectors
https://www.mongodb.com/products/spark-connector (Mongo for Spark)
Can use Hive to query HDFS
Data Vizualiztion
https://medium.com/activewizards-machine-learning-company/a-comparative-analysis-of-top-6-bi-and-data-visualization-tools-in-2018-658490665973 (Tools)
https://blog.bitsrc.io/11-javascript-charts-and-data-visualization-libraries-for-2018-f01a283a5727 (Javascript Libararies)
Sample Architecture
https://www.slideshare.net/BenLaird/real-time-data-viz-with-spark-streaming-kafka-and-d3js
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