Bioinformatics with Python Cookbook - Third Edition: Use modern Python libraries and applications to solve real-world computational biology problems (Paperback or Softback)
Language: English
Published by Packt Publishing 9/27/2022, 2022
- Softcover
- New
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.BargainBookStores
AbeBooks seller since January 23, 2002
Condition: New
£ 50.41
Quantity: 5 available
Add to basketItem description from seller
Bioinformatics with Python Cookbook - Third Edition: Use modern Python libraries and applications to solve real-world computational biology problems.
Seller Inventory # BBS-9781803236421
- Title
- Bioinformatics with Python Cookbook - Third Edition: Use modern Python libraries and applications to solve real-world computational biology problems (Paperback or Softback)
- Author
- Antao, Tiago
- Publisher
- Packt Publishing 9/27/2022
- Publication year
- 2022
- Condition
- New
- Book Type
- Book
- Binding
- Paperback or Softback
- Language
- English
- ISBN 10
- 1803236426
- ISBN 13
- 9781803236421
- Edition
- 3rd Edition
- Item weight
- 1.36 pounds
Discover modern, next-generation sequencing libraries from the powerful Python ecosystem to perform cutting-edge research and analyze large amounts of biological data
Key Features
- Perform complex bioinformatics analysis using the most essential Python libraries and applications
- Implement next-generation sequencing, metagenomics, automating analysis, population genetics, and much more
- Explore various statistical and machine learning techniques for bioinformatics data analysis
Book Description
Bioinformatics is an active research field that uses a range of simple-to-advanced computations to extract valuable information from biological data, and this book will show you how to manage these tasks using Python.
This updated edition of the Bioinformatics with Python Cookbook begins with a quick overview of the various tools and libraries in the Python ecosystem that will help you convert, analyze, and visualize biological datasets. As you advance through the chapters, you'll cover key techniques for next-generation sequencing, single-cell analysis, genomics, metagenomics, population genetics, phylogenetics, and proteomics with the help of real-world examples. You'll learn how to work with important pipeline systems, such as Galaxy servers and Snakemake, and understand the various modules in Python for functional and asynchronous programming. This book will also help you explore topics such as SNP discovery using statistical approaches under high-performance computing frameworks, including Dask and Spark, and the application of machine learning algorithms to bioinformatics.
By the end of this bioinformatics Python book, you'll be equipped with the knowledge to implement the latest programming techniques and frameworks, empowering you to deal with bioinformatics data on every kind of scale.
What you will learn
- Become well-versed with data processing libraries such as NumPy, pandas, arrow, and zarr in the context of bioinformatic analysis
- Interact with genomic databases
- Solve real-world problems in the fields of population genetics, phylogenetics, and proteomics
- Connect with the RCSB Protein Data Bank using GraphQL
- Build bioinformatics pipelines using a Galaxy server and Snakemake
- Work with functools and itertools for functional and asynchronous programming
- Perform parallel processing with Dask on biological data
- Explore PCA techniques with scikit-learn
Who This Book Is For
This book is for bioinformatics analysts, data scientists, computational biologists, researchers, and Python developers who want to address intermediate-to-advanced biological and bioinformatics problems. Working knowledge of the Python programming language is expected. Basic knowledge of biology would be helpful.
Table of Contents
- Python and the Surrounding Software Ecology
- Using Data Processing Libraries: numpy, pandas, arrow, and zarr
- Next Generation Sequencing
- Advanced NGS Data Processing
- Working with Genomes
- Population Genetics
- Phylogenetics
- Using the Protein Data Bank
- Bioinformatics Pipelines
- Functional and Asynchronous Programming
- Parallel Processing with Dask
- Machine Learning for Bioinformatics
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
BargainBookStores
Grand Rapids, MI, U.S.A.
AbeBooks seller since January 23, 2002
Shipping rates within U.S.A.
| Item | 4 to 10 business days | 4 to 9 business days |
|---|---|---|
| First item | £ 0.00 | £ 29.86 |
Payment methods
Store description
Save up to 90% on your favorite items at BargainBookStores.com! Our 20,000 square foot warehouse in Grand Rapids, Michigan is filled with hundreds of thousands of books and consumer goods, all at the lowest prices! We've been serving internet customers with great deals since 2001. All books ship from Grand Rapids, Michigan. 100% Customer Satisfaction Guaranteed We want to ensure your satisfaction. If you are dissatisfied with your purchase or shopping experience, we would like to hear from you. Please contact us by email: cs@bargainbookstores.com. Please be sure to include your contact information and order number. We do not charge a restocking fee for returns. Your Privacy BargainBookStores.com does not provide, sell or market customer information to other businesses or organizations.…
Specialty
Out of Print Books, Specializing in Academic and Professional Books, Bargain Books - Save Up to 90% Off Publisher's List Price!, Remainder Books, Store-Wide Range of New Books in all CategoriesSeller's business information
BargainBookStores
3423 Lousma Dr SE
Grand Rapids, MI U.S.A. 49548
Terms of sale
BargainBookStores guarantees 100% Customer Satisfaction. We ship worldwide and offer a variety of shipping methods to meet your needs. Please place your order directly via ABEBooks.com. We accept payment by MasterCard and Visa. For more information, contact us by email at cs@bargainbookstores.com. Full contact info is below:
BargainBookStores.com LLC
3423 Lousma Dr SE
Grand Rapids, MI 49548
Right of withdrawal
If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.
Information regarding the right of withdrawal
Statutory right to withdraw
You have the right to withdraw from this contract within 14 days without giving any reason.
The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.
To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.
To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.
Effects of withdrawal
If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).
We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.
We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.
We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.
We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.
You shall send back the goods or hand them over to BargainBookStores, Grand Rapids, Michigan, U.S.A., without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.
Exceptions to the right of withdrawal
The right of withdrawal does not apply to:
- The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
- The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.
Shipping terms
We will ship to all domestic and most international destinations.
Please note: Shipping times are estimated and are not guaranteed by BargainBookStores.