机读格式显示(MARC)

• 000 01725nam a2200361 i 4500

• 001 0000361070

• 003 CAL

• 005 20211027104600.0

• 008 200806r20202019cc a b 001 0 eng d

• 020 __ |a 9787564188269

• 040 __ |a BUA |b eng |c BUA |e rda

• 050 _4 |a QA76.73.P98 |b G78 2019

• 082 04 |a 005.75/65 |2 23

• 090 __ |a TP274/G892(2)

• 093 __ |a TP274 |2 5

• 099 __ |a CAL 022020182181

• 100 1_ |a Grus, Joel |c (Software engineer), |e author.

• 245 10 |a Data science from scratch = |b 数据科学入门 / |c Joel Grus著.

• 246 34 |a 数据科学入门 : |b 基于Python语言

• 250 __ |a Second edition.

• 264 _1 |a 南京 : |b 东南大学出版社, |c 2020.

• 300 __ |a xvii, 384 pages : |b illustrations ; |c 24 cm

• 336 __ |a text |b txt |2 rdacontent

• 337 __ |a unmediated |b n |2 rdamedia

• 338 __ |a volume |b nc |2 rdacarrier

• 504 __ |a Includes bibliographical references and index.

• 505 0_ |a 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.

• 534 __ |p Reprint. Originally published: |c Sebastopol, CA : O'Reilly Media,2019.

• 650 _0 |a Python (Computer program language)

• 650 _0 |a Database management.

• 650 _0 |a Data structures (Computer science)

• 650 _0 |a Data mining.

• 650 _0 |a Data mining |x Mathematics.