TY  - GEN
AU  - Grus, Joel
TI  - Data science from scratch: first principles with Python
SN  - 9781492041139
U1  - 005.7565 
PY  - 2019///
CY  - Kolkata
PB  - Shroff  Publishers
KW  - Python (Computer program language)
KW  - Data structures (Computer science)
KW  - Database management
KW  - Data mining
N1  - Introduction --
A crash course in Python --
Visualizing data --
Linear algebra --
Statistics --
Probability --
Hypothesis and inference --
Gradient descent --
Getting data --
Working with data --
Machine learning --
k-Nearest neighbors --
Naive bayes --
Simple linear regression --
Multiple regression --
Logistic regression --
Decision trees --
Neural networks --
Deep learning --
Clustering --
Natural language processing --
Network analysis --
Recommender systems --
Databases and SQL --
MapReduce --
Data ethics --
Go forth and do data science
ER  -