Data Science: Reflection on Project, Comparison and Contrast, Strengths and Weaknesses

Data Science

Table of Contents

Introduction......................................................................................................................................1
Main Body.......................................................................................................................................1
Task 1: Reflection on project 1..............................................................................................1
Planning.............................................................................................................................1
Organisation.......................................................................................................................2
Teamwork..........................................................................................................................2
Communication..................................................................................................................2
Negotiation........................................................................................................................2
Conflict resolution.............................................................................................................2
Fair division of labour.......................................................................................................3
Own contribution to the group...........................................................................................3
Improvements for future and why.....................................................................................3
Task 2: Compare and contrast................................................................................................3
Traditional Business Intelligence Vs Contemporary Business Intelligence......................3
Collaborative Filtering Vs Content Based Filtering..........................................................4
Semantic Analysis Vs Visual Analysis..............................................................................4
Replication vs Sharding.....................................................................................................4
ACID vs CAP Theorem.....................................................................................................4
Task 3: Strengths and Weaknesses.........................................................................................5
Hadoop Distributed Processing.........................................................................................5
Event Stream Processing...................................................................................................5
Conclusion.......................................................................................................................................5
References........................................................................................................................................6