Intro to Python for computer science and data science : learning to program with AI, big data and the cloud /: learning to program with AI, big data and the cloud. (2021)
- Record Type:
- Book
- Title:
- Intro to Python for computer science and data science : learning to program with AI, big data and the cloud /: learning to program with AI, big data and the cloud. (2021)
- Main Title:
- Intro to Python for computer science and data science : learning to program with AI, big data and the cloud
- Further Information:
- Note: Paul Deitel, Harvey Deitel.
- Authors:
- Deitel, Paul J
Deitel, Harvey M, 1945- - Contents:
- <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">PART 1 <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS: Python Fundamentals Quickstart <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 1. Introduction to Computers and Python <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: AI–at the Intersection of CS and DS <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 2. Introduction to Python Programming <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: Basic Descriptive Stats <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 3. Control Statements and Program Development <span style="font-size:11.0pt;font-family:"Calibri",<span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">PART 1 <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS: Python Fundamentals Quickstart <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 1. Introduction to Computers and Python <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: AI–at the Intersection of CS and DS <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 2. Introduction to Python Programming <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: Basic Descriptive Stats <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 3. Control Statements and Program Development <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: Measures of Central Tendency—Mean, Median, Mode <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 4. Functions <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: Basic Statistics— Measures of Dispersion <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 5. Lists and Tuples <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: Simulation and Static Visualization<span style="font-family: Calibri, sans-serif; font-size: 11pt;"> <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">PART 2 <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS: Python Data Structures, Strings and Files <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 6. Dictionaries and Sets <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: Simulation and Dynamic Visualization <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 7. Array-Oriented Programming with NumPy, High-Performance NumPy Arrays <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: Pandas Series and DataFrames <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 8. Strings: A Deeper Look Includes Regular Expressions <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: Pandas, Regular Expressions and Data Wrangling <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 9. Files and Exceptions <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: Loading Datasets from CSV Files into PandasDataFrames<span style="font-family: Calibri, sans-serif; font-size: 11pt;"> <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">PART 3 <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS: Python High-End Topics <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 10. Object-Oriented Programming <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS Intro: Time Series and Simple Linear Regression <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS 11. Computer Science Thinking: Recursion, Searching, Sorting and Big O <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">CS and DS Other Topics Blog<span style="font-family: Calibri, sans-serif; font-size: 11pt;"> <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">PART 4 <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">AI, Big Data and Cloud Case Studies <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS 12. Natural Language Processing (NLP), Web Scraping inthe Exercises <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS 13. Data Mining Twitter®: Sentiment Analysis, JSON andWeb Services <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS 14. IBM Watson® and Cognitive Computing <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS 15. Machine Learning: Classification, Regression andClustering <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS 16. Deep Learning Convolutional and Recurrent NeuralNetworks; Reinforcement Learning in the Exercises <span style="font-size:11.0pt;font-family:"Calibri", sans-serif;mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman"">DS 17. Big Data: Hadoop®, Spark™, NoSQL and IoT. … (more)
- Edition:
- Global edition
- Publisher Details:
- Upper Saddle River : Pearson
- Publication Date:
- 2021
- Extent:
- 1 online resource
- Subjects:
- 005.133
Python (Computer program language) - Languages:
- English
- ISBNs:
- 9781292364933
- Related ISBNs:
- 9781292364902
- Notes:
- Note: Description based on CIP data; resource not viewed.
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.634981
- Ingest File:
- 06_020.xml