000 02566cam a2200433 i 4500
001 22537258
003 UIAP
005 20250507182130.0
008 220506t20202021caua 001 0 eng d
020 _a9781492073055
040 _aUIAP
_bspa
_erda
_cUIAP
_dUIAP
050 0 4 _aHG 104
_bT38 2021
100 1 _aTatsat, Hariom
_eautor
245 1 0 _aMachine learning and data science blueprints for finance :
_bfrom building trading strategies to robo-advisors using Python /
_cHariom Tatsat, Sahil Puri, and Brad Lookabaugh.
250 _aFirst edition
264 1 _aSebastopol, CA :
_bO'Reilly Media,
_c2020
264 4 _c©2021
300 _axv, 409 páginas :
_bilustraciones ;
_c24 cm
336 _atext
_btxt
_2rdacontent
337 _aunmediated
_bn
_2rdamedia
338 _avolume
_bnc
_2rdacarrier
500 _aIncluye índice.
505 0 _aPart 1. The framework. Machine learning in finance: the landscape -- Developing a machine learning model in Python -- Artificial neural networks -- Part 2. Supervised learning. Supervised learning : models and concepts -- Supervised learning : regression (including time series models) -- Supervised learning : classification -- Part 3. Unsupervised learning. Unsupervised learning : dimensionality reduction -- Unsupervised learning : clustering -- Part 4. Reinforcement learning and natural language processing. Reinforcement learning -- Natural language processing.
520 _aMachine learning and data science will significantly transform the finance industry in the next few years. With this practical guide, professionals at hedge funds, investment and retail banks, and fintech firms will learn how to build ML algorithms crucial to this industry. You'll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). --Proporcionado por el editor.
541 0 _aBibliografía básica
_d08/04/2025
650 4 _aFinanzas
_xProcesamiento de datos
650 4 _aFinanzas
_xModelos matemáticos
650 4 _aAprendizaje automático (Inteligencia artificial)
650 4 _aProcesamiento de lenguaje natural (Computación)
650 4 _aPython (Lenguaje de programación para computadora)
650 0 _aFinance
_xData processing
650 0 _aFinance
_xMathematical models
650 0 _aMachine learning
650 0 _aNatural language processing (Computer science)
650 0 _aPython (Computer program language)
700 1 _aPuri, Sahil
_eautor
700 1 _aLookabaugh, Brad
_eautor
942 _c01
999 _c179675
_d179675