- Halaman Beranda /
- Buku /
- Computing & Internet /
- Programming /
- Languages /
- Mastering Modern Time Series Forecasting: A C...
0 ratings
Barang #:
249700713
Mastering Modern Time Series Forecasting: A Comprehensive Guide to Statistical, Machine Learning, and Deep Learning Models in Python
Barang #:
249700713
IDR 3797665
Price Details
Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )
*All items will import from Inggris
Persediaan
Diimpor dari toko UK
Pesan sekarang dan dapatkan kira-kira pada Jumat, Oktober 09
Secured transaction
Ubuy works hard to protect your security and privacy. Our advanced payment security system ensures confidentiality by encrypting your information during transmission using AES (Advanced Encryption Standards) and SSL (Secure Socket Layer) protocols. Your payment details are 100% secure as we do not share your payment details with third party sellers.
Our Top Logistics Partners
Fast
Shipping
Free
Return*
Secure Packaging
100% Original Products
PCI DSS Compliance
ISO 27001 Certified
Rincian Produk
- The most comprehensive guide to time series forecasting ever published — 730 pages covering every major statistical, machine learning, and deep learning model in Python.From classical ARIMA and exponential smoothing to N-BEATS, PatchTST, and foundation models, this book gives you the theory, the code, and the practical wisdom to forecast any time series.What makes this book different:Forecastability-first approach. Before building a single model, Chapter 2 teaches you to measure whether your series can be forecast — using 17 metrics no other book covers. This chapter alone is the most comprehensive treatment of forecastability in any commercial forecasting book.Every major model family, in depth. ARIMA and its variants. All 30 ETS configurations. Gradient-boosted trees (LightGBM, XGBoost, CatBoost). Deep learning architectures: LSTMs, DeepAR, N-BEATS, N-HiTS, TSMixer, TiDE, and TimeMixer. Transformer models: PatchTST, TimeXer, Crossformer, and TFT. Foundation models: Chronos, TimesFM, Moirai, and TimeGPT.Production-grade feature engineering. A 100-page chapter on feature engineering covers lag features, rolling statistics, spectral analysis, entropy measures, embedding methods, and chaos-theoretic features — with code for every technique.Rigorous performance evaluation. Two dedicated chapters on forecast metrics and state-of-the-art evaluation methodology, including proper cross-validation, statistical testing, and calibration.Implementations in Python, R, Julia, and Rust. While Python is the primary language, key models include implementations in R (forecast, fable), Julia (StateSpaceModels), and Rust (augurs, OxiDiviner) for production deployment.Who this book is for:Data scientists, ML engineers, quantitative analysts, researchers, and anyone who needs to forecast time series professionally. Assumes familiarity with Python and basic statistics.About the author:Valery Manokhin, PhD, is the author of multiple bestselling books on forecasting and machine learning. His work has been cited in academic research worldwide.
| Publisher | North Star Academic Press |
| Publication date | 24 Mar. 2026 |
| Language | English |
| Print length | 762 pages |
| ISBN-10 | 1919465839 |
| ISBN-13 | 978-1919465838 |
| Item weight | 1.81 kg |
| Dimensions | 17.78 x 4.55 x 25.4 cm |
DESKRIPSI PRODUK
Mastering Modern Time Series Forecasting: A Comprehensive Guide to Statistical, Machine Learning, and Deep Learning Models in Python
Punya Pertanyaan? Berbincanglah dengan kami
Pertanyaan & Jawaban Pelanggan
-
pertanyaan: Bagaimana Cara Berbelanja Mastering Modern Time Series Forecasting: A Online Dari Ubuy?
menjawab: Sangat mudah untuk berbelanja Mastering Modern Time Series Forecasting: A online dari Ubuy.. Anda hanya perlu mencari produk, memilih metode pengiriman Anda saat check out dan mengirimkannya ke lokasi Anda. -
pertanyaan: Apakah Mastering Modern Time Series Forecasting: A Tersedia untuk Berbelanja Online di Indonesia?
menjawab: Ya, di Ubuy Indonesia produk ini tersedia untuk Anda berbelanja dengan harga yang wajar.. Mastering Modern Time Series Forecasting: A tidak tersedia secara lokal tetapi Anda dapat mempercayai kami dengan layanan pengiriman ekspres kami. -
pertanyaan: Berapa Lama Waktu yang Dibutuhkan untuk Mendapatkan Produk Setelah Menempatkan Pesanan?
menjawab: Waktu pengiriman produk pesanan Anda bervariasi sesuai dengan apa yang Anda pesan dan metode pengiriman yang Anda pilih.. Estimasi waktu pengiriman disebutkan saat proses checkout, jadi berhati-hatilah saat berbelanja.
Languages Editorial Review
Ulasan editorial tidak ditemukan
Customer Reviews & Ratings
2 peringkat pelanggan
-
5 bintang
100%
-
4 bintang
0%
-
3 bintang
0%
-
2 bintang
0%
-
1 bintang
0%
Ulas produk ini
Bagikan pikiran Anda kepada pelanggan lain
Platform Trust & Buyer Confidence
JK
Jasmin
Verified buyer
“Great products and very good service: very easy and very fast international delivery.”
9 September 2026 · via Trustpilot
AG
Anke
Verified buyer
“Wonderful online shopping experience, smooth transaction from the start. Payment method works conveniently and delivery is unexpectedly fast and reliable. You go the extra mile for service. What makes this even more amazing, you deliver to Namibia. I will remain a happy Ubuy customer and will increase my purchases for sure! Thank you!”
10 September 2026 · via Trustpilot
H
Hazel
Verified buyer
“Very easy to find the products what you need, and so fast delivery, that’s why I highly recommended to others costumers to used ubuy.”
10 September 2026 · via Trustpilot
O
Opaleye
Verified buyer
“I received exactly what I ordered I was skeptical about your site because that was my first time to order. But the order came timely and neatly packaged. I was not disappointed. Thank you.”
11 September 2026 · via Trustpilot
AC
Adele
Verified buyer
“Easy to find and order what you want on the website. Delivery is quick to the UK”
8 September 2026 · via Trustpilot
Pembayaran Aman
Global Delivery
Easy Returns
Genuine Products
PRODUK-PRODUK TERKAIT
Product Price History
Informasi penting
- Batasan : Untuk produk yang dikirim secara internasional, harap diperhatikan bahwa garansi pabrik mungkin tidak berlaku; pilihan layanan pabrikan mungkin tidak tersedia; manual produk, instruksi, dan peringatan keselamatan mungkin tidak tersedia dalam bahasa negara tujuan; produk (dan material penyerta) mungkin tidak dirancang sesuai standar, spesifikasi, dan persyaratan pelabelan negara tujuan; dan produk mungkin tidak sesuai dengan voltase negara tujuan dan standar kelistrikan lainnya (memerlukan penggunaan adaptor atau konverter jika tersedia). Penerima bertanggung jawab untuk memastikan bahwa produk tersebut dapat diimpor secara sah ke negara tujuan. Saat memesan dari Ubuy atau afiliasinya, penerima tercatat sebagai importir dan harus mematuhi semua hukum dan peraturan negara tujuan.
- Tidak semua produk yang terdaftar di Ubuy sedang dijual, karena Ubuy adalah mesin pencari global. Produk tunduk pada peraturan ekspor/perdagangan.
IDR 3797665
Pesan sekarang dan dapatkan kira-kira pada Jumat, Oktober 09
This item is not restrict in my country.(Please click on above link if this item is not restrict in your country, So our team will review and allow.)
QTY:
Secured transaction
PCI DSS compliant and ISO 27001:2022 certified, with encrypted payments and full buyer protection on every order.
Our Top Logistics Partners
Fastest cross-border delivery
Ubuy Assurance
Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns *, and secure packaging on every order.