IT-702 (A) Data Science Notes
5 notes for Data Science, unit by unit.
Notes for IT-702 (A)
- Unit 1 · Short notes Data Science and Big Data Overview Types of data · Sources of data · Data collection · Data storage and management · Big Data Overview · Characterization of Big data
- Unit 2 · Short notes Advanced Analytical Theory and Methods Clustering · K-means · Additional Clustering Algorithms · Association Rules · Apriori Algorithm · Applications of Association Rules
- Unit 3 · Short notes Advanced Analytics-Technology and Tools Analytics for Unstructured Data Use Cases · MapReduce · Apache Hadoop · Traditional database vs Hadoop · Hadoop Core Components · HDFS
- Unit 4 · Short notes The Hadoop Ecosystem Introduction to Hive · HBase · Hive Use Cases: Facebook, Healthcare · Hive Architecture · Hive Components · Integrating Data Sources
- Unit 5 · Short notes Introduction to R Basic Data Analytics Methods Using R · Communicating and Operationalizing an Analytics Project · Creating the Final Deliverables · Data Visualization Basics
More for IT-702 (A)
Other 7th semester IT subjects
- IT-701 Soft Computing
- IT-702 (B) Cloud Computing
- IT-702 (C) SIMULATION & MODELING
- IT-702 (D) Augmented and Virtual Reality
- IT-703 (A) Cyber Laws and Forensics
- IT-703 (B) Internet of Things
- IT-703 (C) Social Networks
- IT-703 (D) Digital Image Processing
- IT-704 Cloud Computing Lab
- IT-705 IoT Lab