Practice Log Analysis (1.3.1) - Cloud Applications: MapReduce, Spark, and Apache Kafka
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Log Analysis

Practice - Log Analysis

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is log analysis?

💡 Hint: Think about what insights can come from examining server activity logs.

Question 2 Easy

Name a common type of log used in analysis.

💡 Hint: Consider what type of logs are generated by websites.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is the main goal of log analysis?

To improve website aesthetics
To extract actionable insights from data
To eliminate old logs

💡 Hint: Think about how logs serve businesses in understanding their operations.

Question 2

True or False: MapReduce is only suitable for real-time data processing.

True
False

💡 Hint: Consider the nature and speed of datasets processed by MapReduce.

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Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

You have a dataset of web server logs. Create a MapReduce job to identify the top five error pages along with the number of hits for each.

💡 Hint: Remember the structure of a typical MapReduce job – define your keys!

Challenge 2 Hard

Analyze how utilizing logs for data analysis can lead to improved customer experiences on a website.

💡 Hint: Consider how analytics feedback loops help businesses make informed decisions based on user interactions.

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Reference links

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