國立虎尾科技大學 |

Language: English

Back

Data science from scratch : = first ...

Grus, Joel.

Data science from scratch : = first principles with Python /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Data science from scratch :/ Joel Grus.
Reminder of title:	first principles with Python /
Author:	Grus, Joel.
Published:	Sebastopol, CA :O'Reilly Media, : c2019.,
Description:	xvii, 384 p. :ill. ; : 24 cm.;
Notes:	Includes index.
Subject:	Python (Computer program language) -
ISBN:	9781492041139 (pbk.) :

Data science from scratch : = first principles with Python /
Grus, Joel.

Data science from scratch :first principles with Python /Joel Grus. - 2nd ed. - Sebastopol, CA :O'Reilly Media,c2019. - xvii, 384 p. :ill. ;24 cm.

Includes 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.

ISBN: 9781492041139 (pbk.) :NT1776

Source: 107490TVG

LCCN: 2019304439Subjects--Topical Terms:

566246
Python (Computer program language)

LC Class. No.: QA76.73.P98 / G78 2019

Dewey Class. No.: 005.75/65

Data science from scratch : = first principles with Python /
LDR:01319cam a2200253 a 4500 001 951203
005 20200728084028.0
008 200821s2019 cc a 001 0 eng d
010 $a 2019304439
020 $a 9781492041139 (pbk.) : $c NT1776
020 $a 1492041130 (pbk.)
035 $a (OCoLC)on1060198620
035 $a 21347569
037 $a 107490 $b TVG
040 $a YDX $b eng $c YDX $d BDX $d OCLCQ $d BYV $d OCP $d CLE $d JRZ $d OCLCF $d TVG $d VU@ $d YDXIT $d HF9 $d DLC $d NFU
041 0 # $a eng
042 $a lccopycat
050 0 0 $a QA76.73.P98 $b G78 2019
082 0 4 $a 005.75/65 $2 23
100 1 $a Grus, Joel. $3 1240583
245 1 0 $a Data science from scratch : $b first principles with Python / $c Joel Grus.
250 $a 2nd ed.
260 # $a Sebastopol, CA : $b O'Reilly Media, $c c2019.
300 $a xvii, 384 p. : $b ill. ; $c 24 cm.
500 $a Includes 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.
650 # 0 $a Python (Computer program language) $3 566246
650 # 0 $a Database management. $3 557799
650 # 0 $a Data structures (Computer science) $3 527864
650 # 0 $a Data mining. $3 528622
650 # 0 $a Data mining $x Mathematics. $3 1166620