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Machine Learning Model Serving Patterns and Best Practices

Md Johirul Islam

Data Modeling with Tableau

Kirk Munroe

Applied Machine Learning and High-Performance Computing on AWS

Mani Khanuja, Farooq Sabir, Shreyas Subramanian, Trenton Potgieter

Oracle Autonomous Database in Enterprise Architecture

Bal Mukund Sharma, Krishnakumar KM, Rashmi Panda

Taking Charge of Your Career (HBR Women at Work Series)

Harvard Business Review, Dorie Clark, Avivah Wittenberg-Cox, Stacy Abrams, Lara

Thriving in a Male-Dominated Workplace (HBR Women at Work Series)

Harvard Business Review, Stacey Abrams, Lara Hodgson, Joseph Grenny, Michelle P.

Next-Level Negotiating (HBR Women at Work Series)

Harvard Business Review, Amy Gallo, Deborah M. Kolb, Suzanne de Janasz, Deepa Pu

Thriving in a Data World

Sangeeta Krishnan

Time Series Algorithms Recipes: Implement Machine Learning and Deep Learning Techniques with Python

Akshay R Kulkarni, Adarsha Shivananda, Anoosh Kulkarni, V Adithya Krishnan

SAP S/4HANA Financial Accounting Configuration: Learn Configuration and Development on an S/4 System

Andrew Okungbowa

Pro Deep Learning with TensorFlow 2.0: A Mathematical Approach to Advanced Artificial Intelligence in Python

Santanu Pattanayak

PyTorch Recipes: A Problem-Solution Approach to Build, Train and Deploy Neural Network Models

Pradeepta Mishra

Pro Oracle SQL Development : Best Practices for Writing Advanced Queries

Jon Heller

Reinforcement Learning for Finance: Solve Problems in Finance with CNN and RNN Using the TensorFlow Library

Samit Ahlawat

Modern Deep Learning for Tabular Data: Novel Approaches to Common Modeling Problems

Andre Ye, Zian Wang

Data Governance For Dummies

Jonathan Reichental

Fuzzy Computing in Data Science

Sachi Nandan Mohanty, Prasenjit Chatterjee, Bui Thanh Hung

Using RDP with IBM FlashSystem to Debug Fibre Channel Optics Errors

Ashish Jagdale, Mohit M Chitlange

Cyber Resiliency with Splunk Enterprise and IBM FlashSystem Storage Safeguarded Copy with IBM Copy Services Manager

Hemant Kantak, Shashank Shingornikar

ISV IBM zPDT Guide and Reference

Bill Ogden

Pandas for Everyone: Python Data Analysis, 2nd Edition

Daniel Y. Chen

Deep Learning for Genomics

Upendra Kumar Devisetty

Microsoft Power BI Quick Start Guide - Third Edition

Devin Knight, Erin Ostrowsky, Mitchell Pearson, Bradley Schacht

Applied Machine Learning for Healthcare and Life Sciences Using AWS

Ujjwal Ratan

Modern Time Series Forecasting with Python

Manu Joseph

Data Literacy in Practice

Angelika Klidas, Kevin Hanegan

Face Analysis Under Uncontrolled Conditions

Romain Belmonte, Benjamin Allaert

Data Analysis and Related Applications, Volume 2

Konstantinos N. Zafeiris, Christos H. Skiadas, Yiannis Dimotikalis, Alex Karagri

Data Analysis and Related Applications, Volume 1

Konstantinos N. Zafeiris, Christos H. Skiadas, Yiannis Dimotikalis, Alex Karagri

Prediction Machines, Updated and Expanded

Ajay Agrawal, Joshua Gans, Avi Goldfarb

Machine Learning Model Serving Patterns and Best Practices

Author Md Johirul Islam
Release Date 2022/12
Become a successful machine learning professional by effortlessly deploying machine learning models to production and implementing cloud-based machine learning models for widespread organizational useKey FeaturesLearn best practices about bringing your models to productionExplore the tools available....
Data Modeling with Tableau

Author Kirk Munroe
Release Date 2022/12
Save time analyzing volumes of data using best practices to extract, model, and create insights from your dataKey FeaturesMaster best practices in data modeling with Tableau Prep Builder and Tableau DesktopApply Tableau Server and Cloud to create and extend data modelsBuild organizational data model....
Applied Machine Learning and High-Performance Computing on AWS

Author Mani Khanuja , Farooq Sabir , Shreyas Subramanian , Trenton Potgieter
Release Date 2022/12
Build, train, and deploy large machine learning models at scale in various domains such as computational fluid dynamics, genomics, autonomous vehicles, and numerical optimization using Amazon SageMakerKey FeaturesUnderstand the need for high-performance computing (HPC)Build, train, and deploy large ....
Oracle Autonomous Database in Enterprise Architecture

Author Bal Mukund Sharma , Krishnakumar KM , Rashmi Panda
Release Date 2022/12
Get up to speed with Oracle's Autonomous Databases and implementation strategies for any workload or use case, including transactional, data warehousing, and non-relational databasesKey FeaturesExplore ADB, its business benefits, and architectural considerationsMigrate the existing workload to ADB,....
Taking Charge of Your Career (HBR Women at Work Series)

Author Harvard Business Review , Dorie Clark , Avivah Wittenberg-Cox , Stacy Abrams , Lara
Release Date 2022/12
A purposeful career path starts with you.As a woman, navigating your career path can be challenging. At times you're faced with lack of support, unconscious bias and negative assumptions, disruptive career pauses, and more. So how can you get beyond these obstacles and progress your career in a way....
Thriving in a Male-Dominated Workplace (HBR Women at Work Series)

Author Harvard Business Review , Stacey Abrams , Lara Hodgson , Joseph Grenny , Michelle P.
Release Date 2022/12
Find success in a workplace dominated by men.Sexism. Self-doubt. Invisibility. When you're one of the only women in your workplace, it can be difficult to gain your footing. Organizations need to change, but in the meantime, women can find success in these settings—and even flourish in them.Thrivin....
Next-Level Negotiating (HBR Women at Work Series)

Author Harvard Business Review , Amy Gallo , Deborah M. Kolb , Suzanne de Janasz , Deepa Pu
Release Date 2022/12
Build trust—and create more value.Whether you're negotiating a salary, a deal with a supplier, or your workload, thoughtful preparation increases your confidence, resilience—and results. But it's not just numbers and strategies. Advocating for yourself, your team, and your business can feel person....
Thriving in a Data World

Author Sangeeta Krishnan
Release Date 2022/12
This book focuses on the foundations needed to be successful in managing and engaging with data analytics initiatives, bridging the gap between creators and users of data.Currently, every company, no matter its size, is data-driven in one way or another; using data to improve customer experience, as....
Time Series Algorithms Recipes: Implement Machine Learning and Deep Learning Techniques with Python

Author Akshay R Kulkarni , Adarsha Shivananda , Anoosh Kulkarni , V Adithya Krishnan
Release Date 2022/12
This book teaches the practical implementation of various concepts for time series analysis and modeling with Python through problem-solution-style recipes, starting with data reading and preprocessing. It begins with the fundamentals of time series forecasting using statistical modeling method....
SAP S/4HANA Financial Accounting Configuration: Learn Configuration and Development on an S/4 System

Author Andrew Okungbowa
Release Date 2022/12
Upgrade your knowledge to learn S/4HANA, the latest version of the SAP ERP system, with its built-in intelligent technologies, including AI, machine learning, and advanced analytics.Since the first edition of this book published as SAP ERP Financial and Controlling: Configuration and Use Manage....
Pro Deep Learning with TensorFlow 2.0: A Mathematical Approach to Advanced Artificial Intelligence in Python

Author Santanu Pattanayak
Release Date 2022/12
This book builds upon the foundations established in its first edition, with updated chapters and the latest code implementations to bring it up to date with Tensorflow 2.0.Pro Deep Learning with TensorFlow 2.0 begins with the mathematical and core technical foundations of deep learning. Next, you w....
PyTorch Recipes: A Problem-Solution Approach to Build, Train and Deploy Neural Network Models

Author Pradeepta Mishra
Release Date 2022/12
Learn how to use PyTorch to build neural network models using code snippets updated for this second edition. This book includes new chapters covering topics such as distributed PyTorch modeling, deploying PyTorch models in production, and developments around PyTorch with updated code.You'll start b....
Pro Oracle SQL Development : Best Practices for Writing Advanced Queries

Author Jon Heller
Release Date 2022/12
Write SQL statements that are more powerful, simpler, and faster using the advanced features of Oracle SQL. This updated second edition includes the newest advanced features: improved data structures (such as more JSON support and more table options), improved automated processes (such as automatic ....
Reinforcement Learning for Finance: Solve Problems in Finance with CNN and RNN Using the TensorFlow Library

Author Samit Ahlawat
Release Date 2022/12
This book introduces reinforcement learning with mathematical theory and practical examples from quantitative finance using the TensorFlow library.Reinforcement Learning for Finance begins by describing methods for training neural networks. Next, it discusses CNN and RNN – two kinds of neural networ....
Modern Deep Learning for Tabular Data: Novel Approaches to Common Modeling Problems

Author Andre Ye , Zian Wang
Release Date 2022/12
Deep learning is one of the most powerful tools in the modern artificial intelligence landscape. While having been predominantly applied to highly specialized image, text, and signal datasets, this book synthesizes and presents novel deep learning approaches to a seemingly unlikely domain – tabular ....
Data Governance For Dummies

Author Jonathan Reichental
Release Date 2022/12
How to build and maintain strong data organizations—the Dummies wayData Governance For Dummies offers an accessible first step for decision makers into understanding how data governance works and how to apply it to an organization in a way that improves results and doesn't disrupt. Prep your organi....
Fuzzy Computing in Data Science

Author Sachi Nandan Mohanty , Prasenjit Chatterjee , Bui Thanh Hung
Release Date 2022/12
FUZZY COMPUTING IN DATA SCIENCEThis book comprehensively explains how to use various fuzzy-based models to solve real-time industrial challenges.The book provides information about fundamental aspects of the field and explores the myriad applications of fuzzy logic techniques and methods. It present....
Using RDP with IBM FlashSystem to Debug Fibre Channel Optics Errors

Author Ashish Jagdale , Mohit M Chitlange
Release Date 2022/12
The focus of this IBM® blueprint is to showcase the Read Diagnostic Parameters (RDP) feature of the Fibre Channel protocol (FCP).The data that is provided by RDP commands can simplify the process of managing and analyzing any issues on complex SAN fabrics. In this blueprint, we provide guidance to h....
Cyber Resiliency with Splunk Enterprise and IBM FlashSystem Storage Safeguarded Copy with IBM Copy Services Manager

Author Hemant Kantak , Shashank Shingornikar
Release Date 2022/12
The focus of this document is to highlight early threat detection by using Splunk Enterprise and proactively start a cyber resilience workflow in response to a cyberattack or malicious user action. The workflow uses IBM® Copy Services Manager (CSM) as orchestration software to invoke the IBM FlashSy....
ISV IBM zPDT Guide and Reference

Author Bill Ogden
Release Date 2022/12
This IBM® Redbooks® publication provides both introductory information and technical details for ISV IBM Z® Program Development Tool (IBM zPDT®), which produces a small IBM zSystems environment that is suitable for application development. ISV zPDT is a personal computer (PC) Linux application. When....
Pandas for Everyone: Python Data Analysis, 2nd Edition

Author Daniel Y. Chen
Release Date 2022/12
Manage and Automate Data Analysis with Pandas in PythonToday, analysts must manage data characterized by extraordinary variety, velocity, and volume. Using the open source Pandas library, you can use Python to rapidly automate and perform virtually any data analysis task, no matter how large or comp....
Deep Learning for Genomics

Author Upendra Kumar Devisetty
Release Date 2022/11
Learn concepts, methodologies, and applications of deep learning for building predictive models from complex genomics data sets to overcome challenges in the life sciences and biotechnology industriesKey FeaturesApply deep learning algorithms to solve real-world problems in the field of genomicsExtr....
Microsoft Power BI Quick Start Guide - Third Edition

Author Devin Knight , Erin Ostrowsky , Mitchell Pearson , Bradley Schacht
Release Date 2022/11
Bring your data to life with this accessible yet fast-paced introduction to Power BI, now in color.Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesLearn faster with practical examples of the latest features of Power BI, including navigator buttons, column-level s....
Applied Machine Learning for Healthcare and Life Sciences Using AWS

Author Ujjwal Ratan
Release Date 2022/11
Build real-world artificial intelligence apps on AWS to overcome challenges faced by healthcare providers and payers, as well as pharmaceutical, life sciences research, and commercial organizationsKey FeaturesLearn about healthcare industry challenges and how machine learning can solve themExplore A....
Modern Time Series Forecasting with Python

Author Manu Joseph
Release Date 2022/11
Build real-world time series forecasting systems which scale to millions of time series by applying modern machine learning and deep learning conceptsKey FeaturesExplore industry-tested machine learning techniques used to forecast millions of time seriesGet started with the revolutionary paradigm of....
Data Literacy in Practice

Author Angelika Klidas , Kevin Hanegan
Release Date 2022/11
Accelerate your journey to smarter decision making by mastering the fundamentals of data literacy and developing the mindset to work confidently with dataKey FeaturesGet a solid grasp of data literacy fundamentals to support your next steps in your careerLearn how to work with data and extract meani....
Face Analysis Under Uncontrolled Conditions

Author Romain Belmonte , Benjamin Allaert
Release Date 2022/11
Face analysis is essential for a large number of applications such as human-computer interaction or multimedia (e.g. content indexing and retrieval). Although many approaches are under investigation, performance under uncontrolled conditions is still not satisfactory. The variations that imp....
Data Analysis and Related Applications, Volume 2

Author Konstantinos N. Zafeiris , Christos H. Skiadas , Yiannis Dimotikalis , Alex Karagri
Release Date 2022/11
The scientific field of data analysis is constantly expanding due to the rapid growth of the computer industry and the wide applicability of computational and algorithmic techniques, in conjunction with new advances in statistical, stochastic and analytic tools. There is a constant need for ....
Data Analysis and Related Applications, Volume 1

Author Konstantinos N. Zafeiris , Christos H. Skiadas , Yiannis Dimotikalis , Alex Karagri
Release Date 2022/11
The scientific field of data analysis is constantly expanding due to the rapid growth of the computer industry and the wide applicability of computational and algorithmic techniques, in conjunction with new advances in statistical, stochastic and analytic tools. There is a constant need for ....
Prediction Machines, Updated and Expanded

Author Ajay Agrawal , Joshua Gans , Avi Goldfarb
Release Date 2022/11
Named one of "The five best books to understand AI" by The EconomistThe impact AI will have is profound, but the economic framework for understanding it is surprisingly simple.Artificial intelligence seems to do the impossible, magically bringing machines to life—driving cars, trading stocks, and te....

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