Intro to Python® : for computer science and data science. Learning to program with AI, big data and the cloud /

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Detalles Bibliográficos
Autor principal: Deitel, Paul J.
Otros Autores: Deitel, Harvey M.
Formato: Libro
Lenguaje:Inglés
Publicado: New York : Pearson Education, c2020.
Materias:
Aporte de:Registro referencial: Solicitar el recurso aquí
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245 1 0 |a Intro to Python® :  |b for computer science and data science. Learning to program with AI, big data and the cloud /  |c Paul Deitel, Harvey Deitel 
260 2 |a New York :  |b Pearson Education,  |c c2020. 
300 |a xv, 536 p. :   |b fig. byn.;   |c 24 cm. 
505 0 |a PART 1: CS: Python Fundamentals Quickstart -- CS 1. Introduction to Computers and Python -- DS Intro: AI–at the Intersection of CS and DS CS 2. Introduction to Python Programming -- DS Intro: Basic Descriptive Stats -- CS 3. Control Statements and Program Development -- DS Intro: Measures of Central Tendency—Mean, Median, Mode -- CS 4. Functions -- DS Intro: Basic Statistics— Measures of Dispersion -- CS 5. Lists and Tuples -- DS Intro: Simulation and Static Visualization -- PART 2: CS: Python Data Structures, Strings and Files -- CS 6. Dictionaries and Sets -- DS Intro: Simulation and Dynamic Visualization CS 7. Array-Oriented Programming with NumPy, High-Performance NumPy Arrays -- DS Intro: Pandas Series and DataFrames -- CS 8. Strings: A Deeper Look Includes Regular Expressions -- DS Intro: Pandas, Regular Expressions and Data Wrangling -- CS 9. Files and Exceptions -- DS Intro: Loading Datasets from CSV Files into Pandas DataFrames -- PART 3: CS: Python High-End Topics -- CS 10. Object-Oriented Programming -- DS Intro: Time Series and Simple Linear Regression -- CS 11. Computer Science Thinking: Recursion, Searching, Sorting and Big O -- CS and DS Other Topics Blog -- PART 4: AI, Big Data and Cloud Case Studies DS 12. Natural Language Processing (NLP), Web Scraping in the Exercises -- DS 13. Data Mining Twitter®: Sentiment Analysis, JSON and Web Services DS 14. IBM Watson® and Cognitive Computing -- DS 15. Machine Learning: Classification, Regression and Clustering -- DS 16. Deep Learning Convolutional and Recurrent Neural Networks; Reinforcement Learning in the Exercises -- DS 17. Big Data: Hadoop®, Spark™, NoSQL and IoT 
650 1 7 |a Programación orientada a objetos (Informática)  |2 Tesamat en línea  |9 14852 
650 1 7 |a Lenguajes de programación  |9 12874 
653 |a LENGUAJE PYTHON 
653 |a PROGRAMACION EN PYTHON 
653 |a PYTHON® 
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