SDS-3.x 000_1-sds-3-x Introduction

Scalable Data Science and Distributed Machine Learning with Apache Spark 3.x and 2.x.
Introduction

SDS-3.x: Scalable Data Science and Distributed Machine Learning

000_1-sds-3-x: Introduction to Scalable Data Science and Distributed Machine Learning.

Topics: Apache Spark, Scala, RDD, map-reduce, Ingest, Extract, Load, Transform and Explore with noSQL in SparkSQL.

000_1-sds-3-x as book

1. Introduction: What is Data Science, Data Engineering and the Data Engineering Science Process?

Introduction

2. Apache Spark and Big Data

3. Map-Reduce, Transformations and Actions with Resilient Distributed datasets

4. Ingest, Extract, Transform, Load and Explore with noSQL

5. Ethics, Explainability and Fairness - An Operational View

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