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Classic Computer Science Problems in Python
- Narrated by: Lisa Farina
- Length: 5 hrs and 6 mins
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Classic Computer Science Problems in Python
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Publisher's Summary
Classic Computer Science Problems in Python sharpens your CS problem-solving skills with time-tested scenarios, exercises, and algorithms, using Python. You'll tackle dozens of coding challenges, ranging from simple tasks like binary search algorithms to clustering data using k-means. You'll especially enjoy the feeling of satisfaction as you crack problems that connect computer science to the real-world concerns of apps, data, performance, and even nailing your next job interview!
Computer science problems that seem new or unique are often rooted in classic algorithms, coding techniques, and engineering principles. And classic approaches are still the best way to solve them! Understanding these techniques in Python expands your potential for success in web development, data munging, machine learning, and more.
What's inside
- Search algorithms
- Common techniques for graphs
- Neural networks
- Genetic algorithms
- Adversarial search
- Uses type hints throughout
- Covers Python 3.7
For intermediate Python programmers.
About the author
David Kopec is an assistant professor of Computer Science and Innovation at Champlain College in Burlington, Vermont. He is the author of Dart for Absolute Beginners (Apress, 2014) and Classic Computer Science Problems in Swift (Manning, 2018).
Table of contents
- Small problems
- Search problems
- Constraint-satisfaction problems
- Graph problems
- Genetic algorithms
- K-means clustering
- Fairly simple neural networks
- Adversarial search
- Miscellaneous problems
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
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What listeners say about Classic Computer Science Problems in Python
Average Customer RatingsReviews - Please select the tabs below to change the source of reviews.
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Overall2 out of 5 stars
-
Performance1 out of 5 stars
-
Story3 out of 5 stars
- Dareen
- 11-16-20
very difficult to follow through any figures
I bought this audio book to accelerate my computer science problem solving skills but I found it very difficult to follow through any figures or code snippets... the narration creators need to find a creative way to include these special types of content in the narration, in a comprehensive and understandable way.
2 people found this helpful
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The Quick Python Book, Second Edition
- By: Naomi R. Ceder
- Narrated by: Mark Thomas
- Length: 10 hrs and 8 mins
- Unabridged
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Overall3.5 out of 5 stars 5
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Performance2.5 out of 5 stars 3
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Story3 out of 5 stars 3
This revision of Manning's popular The Quick Python Book offers a clear, crisp introduction to the elegant Python programming language and its famously easy-to-read syntax. Written for programmers new to Python, this edition covers features common to other languages concisely, while introducing Python's comprehensive standard functions library and unique features in detail. After exploring Python's syntax, control flow, and basic data structures, the book shows how to create, test, and deploy full applications and larger code libraries.
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1 out of 5 stars
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This is as bad as you would fear
- By Gracy Harkwild on 10-23-19
By: Naomi R. Ceder
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Advanced Algorithms and Data Structures
- By: Marcello La Rocca
- Narrated by: Julie Brierley
- Length: 23 hrs and 32 mins
- Unabridged
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Overall4.5 out of 5 stars 6
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Performance4 out of 5 stars 4
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Story4 out of 5 stars 4
As a software engineer, you’ll encounter countless programming challenges that initially seem confusing, difficult, or even impossible. Don’t despair! Many of these “new” problems already have well-established solutions. Advanced Algorithms and Data Structures teaches you powerful approaches to a wide range of tricky coding challenges that you can adapt and apply to your own applications. Providing a balanced blend of classic, advanced, and new algorithms, this practical guide upgrades your programming toolbox with new perspectives and hands-on techniques.
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5 out of 5 stars
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Wonderful audio textbook!
- By Howard_a on 11-02-21
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Deep Learning with Python (Second Edition)
- By: Francois Chollet
- Narrated by: Derek Dysart
- Length: 15 hrs and 1 min
- Unabridged
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Overall4 out of 5 stars 10
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Performance4 out of 5 stars 8
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Story4 out of 5 stars 8
Deep Learning with Python (Second Edition) introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you’ll build your understanding through intuitive explanations and clear examples. You’ll quickly pick up the skills you need to start developing deep learning applications.
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1 out of 5 stars
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Audible version is useless - has no PDF
- By Amazon Customer on 03-04-22
By: Francois Chollet
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Natural Language Processing in Action: Understanding, Analyzing, and Generating Text with Python
- By: Hobson Lane, Hannes Hapke, Cole Howard
- Narrated by: Mark Thomas
- Length: 18 hrs and 29 mins
- Unabridged
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Overall4.5 out of 5 stars 7
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Performance4 out of 5 stars 5
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Story4.5 out of 5 stars 4
Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions.
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5 out of 5 stars
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perhaps best book about ml/ai
- By Amazon Customer on 01-13-23
By: Hobson Lane, and others
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Fundamentals of Software Architecture
- An Engineering Approach
- By: Mark Richards, Neal Ford
- Narrated by: Benjamin Lange
- Length: 13 hrs and 10 mins
- Unabridged
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Overall4.5 out of 5 stars 195
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Performance5 out of 5 stars 159
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Story4.5 out of 5 stars 156
This book provides the first comprehensive overview of software architecture’s many aspects. Aspiring and existing architects alike will examine architectural characteristics, architectural patterns, component determination, diagramming and presenting architecture, evolutionary architecture, and many other topics. Mark Richards and Neal Ford - hands-on practitioners who have taught software architecture classes professionally for years - focus on architecture principles that apply across all technology stacks.
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4 out of 5 stars
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Helpful but business-centric
- By A.N. on 03-25-21
By: Mark Richards, and others
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Math for Programmers
- 3D Graphics, Machine Learning, and Simulations with Python
- By: Paul Orland
- Narrated by: Derek Lettman
- Length: 17 hrs and 17 mins
- Unabridged
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Overall3.5 out of 5 stars 3
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Performance4 out of 5 stars 3
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Story3 out of 5 stars 3
To score a job in data science, machine learning, computer graphics, and cryptography, you need to bring strong math skills to the party. Math for Programmers teaches the math you need for these hot careers, concentrating on what you need to know as a developer. Filled with lots of helpful graphics and more than 200 exercises and mini-projects, this book unlocks the door to interesting - and lucrative! - careers in some of today’s hottest programming fields about the technology.
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1 out of 5 stars
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Not useful because there are no chapters :(
- By Katherine Snow on 06-08-22
By: Paul Orland
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Grokking Artificial Intelligence Algorithms
- Understand and Apply the Core Algorithms of Deep Learning and Artificial Intelligence in This Friendly Illustrated Guide Including Exercises and Examples
- By: Rishal Hurbans
- Narrated by: Jeromy Lloyd, Julie Brierley
- Length: 7 hrs and 25 mins
- Unabridged
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Overall3.5 out of 5 stars 7
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Performance3.5 out of 5 stars 6
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Story4 out of 5 stars 6
Grokking Artificial Intelligence Algorithms is a fully illustrated and interactive tutorial guide to the different approaches and algorithms that underpin AI. Written in simple language and with lots of visual references and hands-on examples, you'll learn the concepts, terminology, and theory you need to effectively incorporate AI algorithms into your applications. And to make sure you truly grok as you go, you'll use each algorithm in practice with creative coding exercises.
By: Rishal Hurbans
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Python for Beginners: 2 Books in 1
- The Perfect Beginner's Guide to Learning How to Program with Python with a Crash Course + Workbook
- By: Programming Languages Academy
- Narrated by: Matthew Kinsey
- Length: 8 hrs and 18 mins
- Unabridged
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Overall3.5 out of 5 stars 29
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Performance4 out of 5 stars 24
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Story4 out of 5 stars 24
Learn one of the most in-demand programming languages of today and start an exciting career in data science, web development, or another field of your choice. Python is easy to read because the code looks a lot like regular English, but don’t let this simplicity deceive you. It’s one of the most powerful and versatile programming languages out there! In fact, it powers many of your favorite websites and services, including Instagram, Spotify, and even Google! Learn Python with the box set which includes two books: Python Programming for Beginners and Python Workbook.
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5 out of 5 stars
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Need the physical book in addition to Audible
- By CB on 04-14-21
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Understanding Software
- Max Kanat-Alexander on Simplicity, Coding, and How to Suck Less as a Programmer
- By: Max Kanat-Alexander
- Narrated by: Steve Menasche
- Length: 6 hrs and 4 mins
- Unabridged
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Overall4.5 out of 5 stars 108
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Performance4.5 out of 5 stars 89
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Story4.5 out of 5 stars 87
In Understanding Software, Max Kanat-Alexander, Technical Lead for Code Health at Google, shows you how to bring simplicity back to computer programming. Max explains to you why programmers suck, and how to suck less as a programmer. There's just too much complex stuff in the world. Complex stuff can't be used, and it breaks too easily. Complexity is stupid. Simplicity is smart.
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5 out of 5 stars
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I want more books like this on audible
- By Nathaniel C. on 12-13-19
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The Clean Coder
- A Code of Conduct for Professional Programmers
- By: Robert C. Martin
- Narrated by: Theodore O'Brien
- Length: 6 hrs and 12 mins
- Unabridged
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Overall4.5 out of 5 stars 163
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Performance5 out of 5 stars 127
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Story5 out of 5 stars 124
Great software is something to marvel at: powerful, elegant, functional, a pleasure to work with as both a developer and as a user. Great software isn’t written by machines. It is written by professionals with an unshakable commitment to craftsmanship. The Clean Coder will help you become one of them - and earn the pride and fulfillment that they alone possess.
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5 out of 5 stars
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Uncle Bob at his best
- By Josh on 04-12-22
By: Robert C. Martin
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The Programmer's Brain
- What Every Programmer Needs to Know About Cognition
- By: Felienne Hermans
- Narrated by: Christopher Kendrick
- Length: 9 hrs and 33 mins
- Unabridged
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Overall4 out of 5 stars 17
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Performance4 out of 5 stars 15
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Story4 out of 5 stars 15
Your brain responds in a predictable way when it encounters new or difficult tasks. This unique book teaches you concrete techniques rooted in cognitive science that will improve the way you learn and think about code. Learn how to optimize your brain’s natural cognitive processes to read code more easily, write code faster, and pick up new languages in much less time. This book will help you through the confusion you feel when faced with strange and complex code, and explain a codebase in ways that can make a new team member productive in days!
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1 out of 5 stars
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Every 10min you are asked to "look at the code"
- By Bolita on 05-08-22
By: Felienne Hermans
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Algorithms: 3 Books in 1
- Practical Guide to Learn Algorithms for Beginners + Design Algorithms to Solve Common Problems + Advanced Data Structures for Algorithms
- By: Andy Vickler
- Narrated by: Helpful Matthew
- Length: 13 hrs and 54 mins
- Unabridged
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Overall3 out of 5 stars 9
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Performance3 out of 5 stars 7
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Story3 out of 5 stars 7
An algorithm is a set of rules or instructions you provide to a system. The system performs a specific process to answer a question using these instructions. As an amateur or expert, it is important for you to understand what an algorithm is and how you should define it. Once you learn to develop an algorithm, you can easily learn to develop code to execute that algorithm. This three-in-one audio guide will give you the knowledge you need.
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2 out of 5 stars
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just reading code
- By joey on 05-08-22
By: Andy Vickler
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Modern Software Engineering
- Doing What Works to Build Better Software Faster
- By: David Farley
- Narrated by: Amy Gordon
- Length: 9 hrs and 37 mins
- Unabridged
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Overall4.5 out of 5 stars 28
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Performance5 out of 5 stars 20
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Story4.5 out of 5 stars 20
In Modern Software Engineering, continuous delivery pioneer David Farley helps software professionals think about their work more effectively, manage it more successfully, and genuinely improve the quality of their applications, their lives, and the lives of their colleagues.
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5 out of 5 stars
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Setting foundations for better software engineerin
- By kenan on 01-09-23
By: David Farley
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Computer Science Beginners Crash Course
- Coding Data, Python, Algorithms & Hacking (Road to Financial Freedom)
- By: Ian Batantu
- Narrated by: David Bray
- Length: 1 hr and 34 mins
- Unabridged
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Overall4 out of 5 stars 59
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Performance3.5 out of 5 stars 26
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Story3 out of 5 stars 26
The world of computers is growing at an unrecordable rate every day. Computers are the most influential tools in our lives. They are our present and future. Most users see a computer at the front and use the graphical user interfaces. The first time I used a computer, it intrigued me to know how these interfaces work. In this book, you will learn the same way I did.
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1 out of 5 stars
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Garbage
- By Anonymous User on 01-12-22
By: Ian Batantu
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Algorithms: 3 Books in 1
- Practical Guide to Learn Algorithms for Beginners + Design Algorithms to Solve Common Problems + Advanced Data Structures for Algorithms
- By: Andy Vickler
- Narrated by: Helpful Matthew
- Length: 13 hrs and 54 mins
- Unabridged
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Overall3 out of 5 stars 9
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Performance3 out of 5 stars 7
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Story3 out of 5 stars 7
An algorithm is a set of rules or instructions you provide to a system. The system performs a specific process to answer a question using these instructions. As an amateur or expert, it is important for you to understand what an algorithm is and how you should define it. Once you learn to develop an algorithm, you can easily learn to develop code to execute that algorithm. This three-in-one audio guide will give you the knowledge you need.
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2 out of 5 stars
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just reading code
- By joey on 05-08-22
By: Andy Vickler
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Deep Learning with Python
- By: Francois Chollet
- Narrated by: Mark Thomas
- Length: 9 hrs and 55 mins
- Unabridged
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Overall4.5 out of 5 stars 50
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Performance5 out of 5 stars 44
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Story4.5 out of 5 stars 43
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this audiobook builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.
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4 out of 5 stars
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Almost Perfect - Better when paired with the book
- By Graham on 10-30-18
By: Francois Chollet
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Python: 3 Books in 1
- Python Basics for Beginners + Python Automation Techniques and Web Scraping + Python for Data Science and Machine Learning
- By: Andy Vickler
- Narrated by: Helpful Matthew
- Length: 12 hrs and 53 mins
- Unabridged
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Overall5 out of 5 stars 1
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Performance5 out of 5 stars 1
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Story5 out of 5 stars 1
Are you thinking about learning how to use the Python programming language? Thinking about getting started on a programming career? Python is one of the easiest computer programming languages to learn and use, with simple syntax and easy rules to follow. While it is aimed at beginners to Python coding, this audiobook can also be used as a reference for those with a little more experience who want to brush up on their skills. The codes are also written in a way that you can change the values to see how different things work.
By: Andy Vickler
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Machine Learning with Python
- Comprehensive Beginners Guide to Machine Learning in Python with Exercises and Case Studies
- By: Paige Jacobs
- Narrated by: Dave Wright
- Length: 3 hrs and 19 mins
- Unabridged
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Overall5 out of 5 stars 17
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Performance5 out of 5 stars 16
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