Chemistry, Physic & Database Management System & Machine Learning & IOT IMP Notes Question And PYQS
Chemistry
chem-last-yr-notes KIIT-PREVIOUS-YEARS-QUESTIONS Thermodynamics-questions ThermodynamicsPhysic
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Database Management System
Ch-1 : Advantage/Disadvantage of Tradional system and DB
Ch-2 :
Different Data models
3-Schema Architecture
Components of DBMS
Ch-3 :
Logical/Physical data
All components of ER
Keys and Constraints
Create ER diagram from new requirement
- schema, Mapping to tables
Ch-4
Superclasses/Subclasses
Extended ER
constraints
CH-5
All operators (read the assignment you made)
Machine Learning
Important topics for long question:-
- KNN
- DECISION TREE
- ERROR METRICS
- LINEAR REGRESSION
- NAIVE BAYES
Important topics for SHORT QUESTIONS:-
- Type of machine learning
- Bias – variance
- Normalisation and regulations
- Different distances of KNN
- CLASSIFICATION ERROR METRICS and REGRESSION ERROR METRICS
- Gradient Descent