By ΠΡΡΡ ΠΠΈΡΠ΅Ρ , β¦
ΠΡΡΡ ΠΠΈΡΠ΅Ρ, ΠΡΡΡ ΠΠ½Π΄ΠΈ, ΠΠ΅Π΄Π΅ΠΊ ΠΠΈΡΠ΅Ρ, 2021
ΠΡΠ° ΠΊΠ½ΠΈΠ³Π° ΠΏΡΠ΅Π΄Π½Π°Π·Π½Π°ΡΠ΅Π½Π° Π΄Π»Ρ ΡΠΏΠ΅ΡΠΈΠ°Π»ΠΈΡΡΠΎΠ² Π² ΠΎΠ±Π»Π°ΡΡΠΈ Data Science, ΠΈΠΌΠ΅ΡΡΠΈΡ ΠΎΠΏΡΡ ΡΠ°Π±ΠΎΡΡ Ρ R ΠΈ Π±Π°Π·ΠΎΠ²ΠΎΠ΅ ΠΏΠΎΠ½ΠΈΠΌΠ°Π½ΠΈΠ΅ ΠΌΠ°ΡΠ΅ΠΌΠ°ΡΠΈΡΠ΅ΡΠΊΠΎΠΉ ΡΡΠ°ΡΠΈΡΡΠΈΠΊΠΈ. ΠΠ½Π° ΠΏΡΠ΅Π΄ΡΡΠ°Π²Π»ΡΠ΅Ρ ΠΊΠ»ΡΡΠ΅Π²ΡΠ΅ ΡΡΠ°ΡΠΈΡΡΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΊΠΎΠ½ΡΠ΅ΠΏΡΠΈΠΈ, Π²Π°ΠΆΠ½ΡΠ΅ Π΄Π»Ρ Π½Π°ΡΠΊΠΈ ΠΎ Π΄Π°Π½Π½ΡΡ , Π² Π΄ΠΎΡΡΡΠΏΠ½ΠΎΠΉ ΡΠΎΡΠΌΠ΅. Π Π°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°ΡΡΡΡ ΡΠ΅ΠΌΡ, ΠΈΠΌΠ΅ΡΡΠΈΠ΅ Π½Π°ΠΈΠ±ΠΎΠ»ΡΡΡΡ ΠΏΡΠ°ΠΊΡΠΈΡΠ΅ΡΠΊΡΡ ΡΠ΅Π½Π½ΠΎΡΡΡ, ΠΈ ΠΎΠ±ΡΡΡΠ½ΡΠ΅ΡΡΡ, ΠΏΠΎΡΠ΅ΠΌΡ Π½Π΅ΠΊΠΎΡΠΎΡΡΠ΅ ΠΏΠΎΠ½ΡΡΠΈΡ ΠΌΠ΅Π½Π΅Π΅ Π·Π½Π°ΡΠΈΠΌΡ. ΠΡΠΎΡΠΎΠ΅ ΠΈΠ·Π΄Π°Π½ΠΈΠ΅ Π΄ΠΎΠΏΠΎΠ»Π½Π΅Π½ΠΎ ΠΏΡΠΈΠΌΠ΅ΡΠ°ΠΌΠΈ Π½Π° Python, ΡΡΠΎ ΡΠ°ΡΡΠΈΡΡΠ΅Ρ ΡΡΠ΅ΡΡ ΠΏΡΠΈΠΌΠ΅Π½Π΅Π½ΠΈΡ ΠΊΠ½ΠΈΠ³ΠΈ.
Peter Bruce, Andrew Bruce, Peter Gedeck, 2021
This book is designed for Data Science professionals who have some experience with the R programming language and a foundational understanding of mathematical statistics. It presents key statistical concepts relevant to data science in an accessible format. The content focuses on the most useful concepts for data science, explaining their importance and why other concepts are less critical. The second edition includes Python examples, enhancing its practical applicability.