Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Hands-on Time Series Analysis with Python

Hands-on Time Series Analysis with Python

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9781484259924
Condition
New
Product Description

Learn the concepts of time series from traditional to bleeding-edge techniques. This book uses comprehensive examples to clearly illustrate statistical approaches and methods of analyzing time series data and its utilization in the real world. All the code is available in Jupyter notebooks. You'll begin by reviewing time series fundamentals, the structure of time series data, pre-processing, and how to craft the features through data wrangling. Next, you'll look at traditional time series techniques like ARMA, SARIMAX, VAR, and VARMA using trending framework like StatsModels and pmdarima. The book also explains building classification models using sktime, and covers advanced deep learning-based techniques like ANN, CNN, RNN, LSTM, GRU and Autoencoder to solve time series problem using Tensorflow. It concludes by explaining the popular framework fbprophet for modeling time series analysis. After reading Hands-On Time Series Analysis with Python, you'll be able to apply these new techniques in industries, such as oil and gas, robotics, manufacturing, government, banking, retail, healthcare, and more. What You'll Learn: Explains basics to advanced concepts of time series How to design, develop, train, and validate time-series methodologies What are smoothing, ARMA, ARIMA, SARIMA,SRIMAX, VAR, VARMA techniques in time series and how to optimally tune parameters to yield best results Learn how to leverage bleeding-edge techniques such as ANN, CNN, RNN, LSTM, GRU, Autoencoder to solve both Univariate and multivariate problems by using two types of data preparation methods for time series. Univariate and multivariate problem solving using fbprophet. Who This Book Is For Data scientists, data analysts, financial analysts, and stock market researchers.

Available Colors
Available Sizes
1 Offer Price Range: $39.99 - $39.99
BEST PRICE

Single Product Purchase

$39.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$39.99 $39.99

$39.99
See Site In stock Visit Store

Similar Products

Jews in Eastern Poland and the USSR, 1939-46

$329.99

Plasticity in the Visual System

$129.00

Computer Vision and Graphics

$54.99

Grundlagen der Gynkologischen Ausbildung

$69.95

JBoss 3.2 Deployment and Administration

$39.99

Potential Theory

$29.99

Stichproben

$59.99

Experimental Economics

$99.00

Constraint-Based Design Recovery for Software Reengineering

$169.00

Mindfulness and Learning

$109.99

Outer Space and Popular Culture

$139.99

Astrochemistry of Cosmic Phenomena

$54.99

Das linguistische Universalienproblem in neuer Sicht

$59.99

Excel 2010 for Engineering Statistics

$54.99

Die Subversion der Literatur

$39.99

Animal Toxins

$54.99

Environmental Policy is Social Policy Social Policy is Environmental Policy

$109.99

Lunar Outpost

$44.99

Solved Problems in Lagrangian and Hamiltonian Mechanics

$109.99

Linear Programming and its Applications

$129.00

Indebted Development

$59.99

Pulstechnik

$59.99

Das ffentliche Rechnungswesen

$49.99

Teaching Abroad During Initial Teacher Education

$54.99

Das Kind im Mittelpunkt

$59.99

Studies in the History of Indian Mathematics

$65.00

Thymic Hormones and Lymphokines

$39.99

Connexin Methods and Protocols

$84.99

Information Technology in Health Science Education

$54.99

Methoden der Marketing-Forschung

$39.95

Conservation of Architectural Heritage

$84.99

Analytische Chemie

$69.99

Dominion and Wealth

$39.99

Introduction to Modern Fortran for the Earth System Sciences

$84.99

Signal Transduction in Affective Disorders

$39.99

Stadtgeschichte, Stadtmarke, Stadtentwicklung

$64.99

Principles of Hyperplasticity

$129.00

Access to Medicine Versus Test Data Exclusivity

$109.99

Politics and Belief in Contemporary France

$54.99

Manifolds, Tensor Analysis, and Applications

$109.00