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Spark Overview - Spark 1.2.2 Documentation
Modules built on Spark:
- Spark Streaming: processing real-time data streams
- Spark SQL: support for structured data and relational queries
- MLlib: built-in machine learning library
- GraphX: Spark’s new API for graph processing
- Bagel (Pregel on Spark): older, simple graph processing model
yesterday by citadelgrad
302 Found
I’m a physicist who works at a YC startup. Our job is to help new grads get hired into their first machine learning roles. It’s hard to get hired into your first machine learning role. That means I get asked lots of questions that look like: right now, I do X.
IFTTT  Pocket  ai  ml  training 
yesterday by metacreek
The intuition behind Shannon’s Entropy – Aerin Kim 🙏 – Medium
For anyone who wants to be fluent in Machine Learning, understanding Shannon’s entropy is crucial. Shannon’s Entropy leads to a function which is the bread and butter of an ML practitioner — the cross entropy that is heavily used as a loss function in classification and also the KL divergence which is widely used in variational inference.
shannon-entropy  entropy  ml  probability 
yesterday by hellsten
Shannon Entropy, Information Gain, and Picking Balls from Buckets
- Entropy is in some way, the opposite of knowledge.
- In order to build the entropy formula, we want the opposite, some measure that gives us a low number for Bucket 1, a medium number for Bucket 2, and a high number for Bucket 3. No problem, this is where logarithms will come to save our life.
- The following is a very simple trick, yet used very widely, particularly in Machine Learning. See, products are never very good. Here we have a product of 4 numbers, which is not bad, but imagine if we...
entropy  machine-learning  ml  probability  statistics 
yesterday by hellsten
Machine learning in python
python  ml  reference 
2 days ago by caesararum
Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data
MACHINE LEARNING : ALGORITHM CHEAT SHEET This machine learning cheat sheet from Microsoft Azure will help you choose the appropriate machine learning algorithms for your predictive analytics solution.
big  data  cheat  sheet  machine  learning  ml 
2 days ago by yufufi

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