Data engineering
Big Data Systems
5 self-contained study topics — notes, diagrams, formulas, and worked examples for exams and GATE.
Topics
- Hadoop EcosystemFor B.Tech exams, hadoop ecosystem is tested for definition plus one direct derivation or numerical; align notation with Bishop (Pattern Recognition and Machine Learning).
- Distributed File SystemsFor B.Tech exams, distributed file systems is tested for definition plus one direct derivation or numerical; align notation with Goodfellow, Bengio & Courville (Deep Learning).
- MapReduce FundamentalsFor B.Tech exams, mapreduce fundamentals is tested for definition plus one direct derivation or numerical; align notation with Tan, Steinbach & Kumar (Introduction to Data Mining).
- Spark ProcessingFor B.Tech exams, spark processing is tested for definition plus one direct derivation or numerical; align notation with Tom Mitchell (Machine Learning).
- NoSQL DatabasesFor B.Tech exams, nosql databases is tested for definition plus one direct derivation or numerical; align notation with Bishop (Pattern Recognition and Machine Learning).