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Big Data

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Ambari

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  1. apache/ambari api/v1

Architecture

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  1. Lambda Architecture
  2. Kappa Architecture
  3. Lambda vs. Kappa
  4. Questioning the Lambda Architecture
  5. Kappa architecture in the telco industry
  6. Kappa Architecture Use Cases
  7. 1 more

Java

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  1. Java Platform Standard Edition 8 Documentation
  2. The Java™ Tutorials
  3. Lesson: Common Problems (and Their Solutions)

Spark

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  1. Forward-fill missing data in Spark
  2. is it possible to get the current spark context settings in pyspark?
  3. Customize SparkContext using sparkConf.set(..) when using spark-shell
  4. PySpark + (wholeTextFiles = distributed processing of files
  5. Spark Python API
  6. Spark SQL and DataFrames Guide
  7. 1 more

Dev Environment

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  1. docs.docker.com HTTP_PROXY build-arg
  2. Create features for data in an Hadoop cluster using Hive queries
  3. ekampf/PySpark-Boilerplate
  4. Submitting Applications
  5. Spark Standalone Mode
  6. New bookmark
  7. 2 more

Spark Learning

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  1. Deep Learning with Apache Spark and TensorFlow
  2. Databricks - Sign In
  3. CS105x Intro to Spark
  4. CS110x Big Data with Spark
  5. CS120x Distributed ML in Spark
  6. DAT202.3x Spark in HDInsight

Azure Spark Walkthrough

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  1. Use MLlib library in Spark for machine learning
  2. 1 - Data Science using Spark on Azure HDInsight
  3. 2 - Data exploration and modeling with Spark
  4. 3 - Score Spark-built machine learning models
  5. 4 - Advanced data exploration and modeling with Spark
  6. 5 - Execute Python machine learning scripts
  7. 3 more

Azure ML

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  1. Overview of Data Science using Spark on Azure HDInsight
  2. Exploration and Saving ML Models
  3. Scoring with Saved ML Models
  4. Scoring with Saved ML Models (Spark 2.0 - pyspark3)

spark_sklearn

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  1. databricks/spark-sklearn
  2. spark_sklearn

Azure HDInsight

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  1. Understanding WASB and Hadoop Storage in Azure
  2. Use external packages with Jupyter notebooks
  3. Customize HDInsight clusters using script actions
  4. Apply a Script Action to a running cluster

Remote Job Submission

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  1. Remote Spark Jobs on YARN

Hive

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  1. Hive Timestamp Math
  2. Versioning Software Builds Based on Git Tags and Semantic Versioning (SemVer)
  3. Courses Archive | Qubole
  4. Hive Function Cheat Sheet | Qubole
  5. HIVE-TEZ SQL Query Optimization Best Practices
  6. Content Roadmap - Hortonworks Data Platform
  7. 12 more
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