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Certificate in Apache Spark

Certificate in Apache Spark

Current Status

Not Enrolled

Price

5.00

Get Started

This course is currently closed

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Getting Started

5 Topics

The Course Overview

Setting Up an AWS Account

Launching a Spark Cluster on EC2

Setting Up Your Environment

Running a Test Application

Working with RDDs

5 Topics

Transformations

Joins, Set, and Numeric Operations

Shared Variables

5 Topics

Installing Jupyter Notebook

RDDs and DataFrames

DataFrame Row Operations

DataFrame Column Operations

DataFrame Manipulation

5 Topics

Machine Learning Fundamentals

5 Topics

Basic Statistics

Feature Extractors

Feature Transformers

Feature Selectors

Machine Learning Models

5 Topics

Collaborative Filtering

Model Selection and Tuning

5 Topics

DStream Window Operations

Structured Streaming

Window Operations

Joining Batch and Streaming Data

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