Secure Checkout

Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and The Cloud, 1st edition

  • Paul Deitel, 
  • Harvey M. Deitel

Your access includes:

  • Search, highlight, notes, and more
  • Easily create flashcards
  • Use the app for access anywhere
  • 14-day refund guarantee

$10.99per month

Minimum 4-month term, pay monthly or pay $43.96 upfront

Looking for your MyLab or Mastering eTextbook? Find it hereOpens in an new tab

Learn more, spend less

  • Listen on the go

    Learn how you like with full eTextbook audio

  • Find it fast

    Quickly navigate your eTextbook with search

  • Stay organized

    Access all your eTextbooks in one place

  • Easily continue access

    Keep learning with auto-renew

Overview

Introduction to Python for Computer Science and Data Science takes a unique, modular approach to teaching and learning introductory Python programming that is relevant for both computer science and data science audiences. The Deitels cover the most current topics and applications to prepare you for your career. Jupyter Notebooks supplements provide opportunities to test your programming skills. Fully implemented case studies in artificial intelligence technologies and big data let you apply your knowledge to interesting projects in the business, industry, government and academia sectors. Hundreds of hands-on examples, exercises and projects offer a challenging and entertaining introduction to Python and data science.

Published by Pearson (July 14th 2021) - Copyright © 2020

ISBN-13: 9780137505494

Subject: Programming - Introductory

Category: Python

Overview

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

Your questions answered

Pearson+ is your one-stop shop, with eTextbooks and study videos designed to help students get better grades in college.

A Pearson eTextbook is an easy‑to‑use digital version of the book. You'll get upgraded study tools, including enhanced search, highlights and notes, flashcards and audio. Plus learn on the go with the Pearson+ app.

Your eTextbook subscription gives you access for 4 months. You can make a one‑time payment for the initial 4‑month term or pay monthly. If you opt for monthly payments, we will charge your payment method each month until your 4‑month term ends. You can turn on auto‑renew in My account at any time to continue your subscription before your 4‑month term ends.

When you purchase an eTextbook subscription, it will last 4 months. You can renew your subscription by selecting Extend subscription on the Manage subscription page in My account before your initial term ends.

If you extend your subscription, we'll automatically charge you every month. If you made a one‑time payment for your initial 4‑month term, you'll now pay monthly. To make sure your learning is uninterrupted, please check your card details.

To avoid the next payment charge, select Cancel subscription on the Manage subscription page in My account before the renewal date. You can subscribe again in the future by purchasing another eTextbook subscription.

Channels is a video platform with thousands of explanations, solutions and practice problems to help you do homework and prep for exams. Videos are personalized to your course, and tutors walk you through solutions. Plus, interactive AI‑powered summaries and a social community help you better understand lessons from class.

Channels is an additional tool to help you with your studies. This means you can use Channels even if your course uses a non‑Pearson textbook.

When you choose a Channels subscription, you're signing up for a 1‑month, 3‑month or 12‑month term and you make an upfront payment for your subscription. By default, these subscriptions auto‑renew at the frequency you select during checkout.

When you purchase a Channels subscription it will last 1 month, 3 months or 12 months, depending on the plan you chose. Your subscription will automatically renew at the end of your term unless you cancel it.

We use your credit card to renew your subscription automatically. To make sure your learning is uninterrupted, please check your card details.