01842cam a22003615i 4500 28232 28203 21347569 EG-ScBUE 20200304151653.0 191230s2019 cc a f b 001 0 eng d 9781492041139 (OCoLC)on1060198620 YDX eng rda YDX BDX OCLCQ BYV OCP CLE JRZ OCLCF TVG VU@ YDXIT HF9 DLC EG-ScBUE 005.7565 GRU 22 Grus, Joel (Software engineer), author. Data science from scratch : first principles with Python / Joel Grus. Second edition. Beijing ; Sebastopol, CA O'Reilly Media, 2019. xvii, 384 pages : illustrations ; 24 cm text txt rdacontent unmediated n rdamedia volume nc rdacarrier 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. Python (Computer program language) BUEsh Database management. BUEsh Data structures (Computer science) BUEsh Data mining. BUEsh Data mining Mathematics. BUEsh COMSCI March2020 Text book 33728 ddc BB 0 0 ddc 0 0 Baccah MAIN MAIN LOW 2020-03-04 Purchase 0 005.7565 GRU 000048876 2025-07-15 00:00:00 2020-03-04 NB 0 0 ddc 0 0 Baccah MAIN MAIN LOW 2020-03-04 Purchase 0 005.7565 GRU 000048877 2025-07-15 00:00:00 2020-03-04 NB 0 0 ddc 0 0 Baccah MAIN MAIN LOW 2020-03-04 Purchase 3 52 005.7565 GRU 000048878 2026-05-16 2025-05-15 00:00:00 2025-05-15 2020-03-04 BB 0 0 ddc 0 0 Baccah MAIN MAIN LOW 2020-03-04 Purchase 2 15 005.7565 GRU 000048879 2025-07-15 00:00:00 2024-11-05 2020-03-04 BB 0 0 ddc 0 0 Baccah MAIN MAIN LOW 2020-03-04 Purchase 1 3 005.7565 GRU 000048880 2023-10-10 2020-11-17 00:00:00 2020-11-17 2020-03-04 BB