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Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and The Cloud, Global...
Taschenbuch von Paul Deitel
Sprache: Englisch

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Beschreibung
PART 1
  • CS: Python Fundamentals Quickstart
  • CS 1. Introduction to Computers and Python
  • DS Intro: AIat 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 TendencyMean, Median, Mode
  • CS 4. Functions
  • DS Intro: Basic StatisticsMeasures 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 PandasDataFrames
PART 3
  • CS: Python High-End Topics
  • CS 10. Object-Oriented Programming
  • DS Intro: Time Series and Simple Linear Regression
  • DS Intro: Time Series and Simple Linear Regression
  • 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
PART 1
  • CS: Python Fundamentals Quickstart
  • CS 1. Introduction to Computers and Python
  • DS Intro: AIat 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 TendencyMean, Median, Mode
  • CS 4. Functions
  • DS Intro: Basic StatisticsMeasures 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 PandasDataFrames
PART 3
  • CS: Python High-End Topics
  • CS 10. Object-Oriented Programming
  • DS Intro: Time Series and Simple Linear Regression
  • DS Intro: Time Series and Simple Linear Regression
  • 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
Details
Erscheinungsjahr: 2021
Medium: Taschenbuch
Titel: Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and The Cloud, Global Edition
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781292364902
ISBN-10: 1292364904
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Deitel, Paul
Hersteller: Pearson Education Limited
Verantwortliche Person für die EU: preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de
Maße: 232 x 177 x 33 mm
Von/Mit: Paul Deitel
Erscheinungsdatum: 15.02.2021
Gewicht: 1,284 kg
Artikel-ID: 119523606
Details
Erscheinungsjahr: 2021
Medium: Taschenbuch
Titel: Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and The Cloud, Global Edition
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781292364902
ISBN-10: 1292364904
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Deitel, Paul
Hersteller: Pearson Education Limited
Verantwortliche Person für die EU: preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de
Maße: 232 x 177 x 33 mm
Von/Mit: Paul Deitel
Erscheinungsdatum: 15.02.2021
Gewicht: 1,284 kg
Artikel-ID: 119523606
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