Advanced Data Modeling and Forecasting with Python: Time Series, Advanced Modeling, and Real-World Systems (Paperback or Softback)
Language: English
Published by Deepsim Press 5/6/2026, 2026
- Softcover
- New
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.BargainBookStores
AbeBooks seller since January 23, 2002
Condition: New
£ 46.83
Quantity: 5 available
Add to basketItem description from seller
Advanced Data Modeling and Forecasting with Python: Time Series, Advanced Modeling, and Real-World Systems.
Seller Inventory # BBS-9781067559281
- Title
- Advanced Data Modeling and Forecasting with Python: Time Series, Advanced Modeling, and Real-World Systems (Paperback or Softback)
- Author
- Wei, Shouke
- Publisher
- Deepsim Press 5/6/2026
- Publication year
- 2026
- Condition
- New
- Book Type
- Book
- Binding
- Paperback or Softback
- Language
- English
- ISBN 10
- 1067559280
- ISBN 13
- 9781067559281
- Item weight
- 2.05 pounds
- Series
- Book 3 of 3: Practical Data Science with Python
This book addresses these realities.
Purpose of This Book
The aim of this volume is to extend the modeling process beyond isolated techniques and toward complete, real-world systems..
Rather than focusing on individual algorithms, the book emphasizes:
- modeling under temporal dependence
- discovering structure in unlabeled data
- handling imperfect and imbalanced datasets
- combining methods into hybrid approaches
- deploying models into operational environments
- applying modeling techniques to real-world domains
What This Book Covers
This book is organized into eight parts, each addressing a key extension of the modeling framework.Part I — From Models to Systems introduces the broader perspective required for advanced data science. It examines the limitations of standard modeling assumptions and outlines how modeling fits into larger, dynamic systems.
Part II — Time Series and Forecasting focuses on data with temporal structure. It covers foundational concepts, classical models such as ARIMA and SARIMA, and modern machine learning approaches to forecasting.
Part III — Unsupervised Learning and Representation explores techniques for discovering structure without labeled data, including clustering, dimensionality reduction, and representation learning methods such as autoencoders.
Part IV — Handling Real-World Data Challenges addresses practical issues that frequently arise in applied settings, with particular emphasis on imbalanced data and its impact on evaluation and model performance.
Part V — Advanced and Hybrid Modeling examines strategies for combining models and integrating statistical and machine learning approaches to achieve improved performance and flexibility.
Part VI — Deployment and Production Systems moves beyond model development to operational considerations, including model packaging, API construction, deployment pipelines, monitoring, and model maintenance.
Part VII — Business Applications demonstrates how modeling techniques are applied in practice, with examples in business decision-making, financial forecasting, and customer segmentation.
Part VIII — End-to-End Framework synthesizes the material into a unified perspective, providing a practical reference for designing, evaluating, and maintaining complete data science systems.
Final Remarks
As models become more sophisticated, the challenges shift from implementation to design, evaluation, and integration.The central idea of this book is simple:
"effective data science requires not only good models, but well-designed systems."
By extending the modeling framework into more realistic and demanding settings, this book aims to provide the tools and perspective needed to move from isolated models to reliable, real-world solutions.
"Synopsis" 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 | £ 29.57 |
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.