TY  - BOOK
AU  - George,Henry
TI  - Data science from scratch: comprehensive beginners guide to learn data science fom scratch 
SN  - 9781492041139
AV  - QA76.73.P98 G78 2019
U1  - 005.75 GEO 23
PY  - 2020///
KW  - Database management
KW  - Data structures (Computer science)
KW  - fast
N1  - Includes bibliographical references and index; 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  -