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Demystifying Azure AI : Implementing the Right AI Features for Your Business

Kasam Shaikh

Microservices in SAP HANA XSA: A Guide to REST APIs Using Node.js

Sergio Guerrero

Hands-on Time Series Analysis with Python: From Basics to Bleeding Edge Techniques

B V Vishwas, ASHISH PATEL

Applied Machine Learning for Health and Fitness: A Practical Guide to Machine Learning with Deep Vision, Sensors and IoT

Kevin Ashley

Hybrid Multicloud Business Continuity for OpenShift Workloads with IBM Spectrum Virtualize in AWS

IBM

Cataloging Unstructured Data in IBM Watson Knowledge Catalog with IBM Spectrum Discover

Maximizing Security with LinuxONE

Advanced Machine Vision Paradigms for Medical Image Analysis

Tapan K. Gandhi, Siddhartha Bhattacharyya, Sourav De, Debanjan Konar, Sandip Dey

To Fight Pandemics, We Need Better Data

Thomas H. Davenport, A. Blanton Godfrey, Thomas C. R

Can Surveillance AI Make the Workplace Safe?

Tomas Chamorro-Premuzic

Emerging Technologies

Errol S. van Engelen

The Deep Learning Workshop

Mirza Rahim Baig, Thomas V. Joseph, Nipun Sadvilkar,

Learn Power Query

Linda Foulkes, Warren Sparrow

The Machine Learning Workshop - Second Edition

Hyatt Saleh

Machine Learning for Algorithmic Trading - Second Edition

Stefan Jansen

SQL Injection Strategies

Ettore Galluccio, Edoardo Caselli, Gabriele Lombari

The Data Wrangling Workshop - Second Edition

Brian Lipp, Shubhadeep Roychowdhury, Dr. Tirthajyoti

The Data Analysis Workshop

Gururajan Govindan, Shubhangi Hora, Konstantin Palag

Applying Math with Python

Sam Morley

The Deep Learning with PyTorch Workshop

Hyatt Saleh

Hands-On Simulation Modeling with Python

Giuseppe Ciaburro

Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits

Tarek Amr

Practical Artificial Intelligence and Blockchain

Ganesh Prasad Kumble, Anantha Krishnan

The Data Visualization Workshop

Mario Dobler, Tim Großmann

The Deep Learning with Keras Workshop

Matthew Moocarme, Mahla Abdolahnejad, Ritesh Bhagwat

The Applied SQL Data Analytics Workshop - Second Edition

Matt Goldwasser, Upom Malik, Benjamin Johnston

The Applied AI and Natural Language Processing Workshop

Krishna Sankar, Jeffrey Jackovich, Ruze Richards

Hands-On Explainable AI (XAI) with Python

Denis Rothman

The Applied Artificial Intelligence Workshop

Anthony So, William So, Zsolt Nagy

The Applied Data Science Workshop - Second Edition

Alex Galea

Demystifying Azure AI : Implementing the Right AI Features for Your Business

Author Kasam Shaikh
Release Date 2020/08
Explore artificial intelligence offerings by Microsoft Azure, along with its other services. This book will help you implement AI features in various Azure services to help build your organization and customers.The book starts by introducing you to the Azure Cogniti....
Microservices in SAP HANA XSA: A Guide to REST APIs Using Node.js

Author Sergio Guerrero
Release Date 2020/08
Build enterprise-grade microservices in the SAP HANA Advanced Model (XSA). This book explains building scalable APIs in XSA and the benefits of building microservices with SAP HANA XSA.This book covers the cloud foundry (CF) architecture and how SAP HANA XSA follows the m....
Hands-on Time Series Analysis with Python: From Basics to Bleeding Edge Techniques

Author B V Vishwas , ASHISH PATEL
Release Date 2020/08
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 a....
Applied Machine Learning for Health and Fitness: A Practical Guide to Machine Learning with Deep Vision, Sensors and IoT

Author Kevin Ashley
Release Date 2020/08
Explore the world of using machine learning methods with deep computer vision, sensors and data in sports, health and fitness and other industries. Accompanied by practical step-by-step Python code samples and Jupyter notebooks, this comprehensive guide acts as a referenc....
Hybrid Multicloud Business Continuity for OpenShift Workloads with IBM Spectrum Virtualize in AWS

Author IBM
Release Date 2020/08
This publication is intended to facilitate the deployment of the hybrid cloud business continuity solution with Red Hat OpenShift Container Platform and IBM® block CSI (Container Storage Interface) driver plug-in for IBM Spectrum® Virtualize on Public Cloud AWS (Amazon We....
Cataloging Unstructured Data in IBM Watson Knowledge Catalog with IBM Spectrum Discover

Author
Release Date 2020/08
This IBM® Redpaper publication explains how IBM Spectrum® Discover integrates with the IBM Watson® Knowledge Catalog (WKC) component of IBM Cloud® Pak for Data (IBM CP4D) to make the enriched catalog content in IBM Spectrum Discover along with the associated data available in WKC and IBM CP4D. From ....
Maximizing Security with LinuxONE

Author
Release Date 2020/08
LinuxONE® is a hardware system that is designed to support and use the Linux operating system based on the value of its unique underlying architecture. LinuxONE can be used within a private and multi-cloud environment to support a range of workloads and service various needs. On LinuxONE, security i....
Advanced Machine Vision Paradigms for Medical Image Analysis

Author Tapan K. Gandhi , Siddhartha Bhattacharyya , Sourav De , Debanjan Konar , Sandip Dey
Release Date 2020/08
Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics. Medical image analysis and understanding are daunting tas....
To Fight Pandemics, We Need Better Data

Author Thomas H. Davenport , A. Blanton Godfrey , Thomas C. R
Release Date 2020/08
The United States has had many problems coping with the coronavirus. A critical — and underappreciated — problem is bad data: Without good data, planners can’t plan, epidemiologists can’t model, policy makers can’t make policy, and citizens don’t trust what they’re told. ....
Can Surveillance AI Make the Workplace Safe?

Author Tomas Chamorro-Premuzic
Release Date 2020/08
Organizations may soon start monitoring employees’ whereabouts and behavior more closely than ever, using surveillance tools such as apps, sensors, and algorithms that scrape and analyze the data people produce as they work. With the help of artificial intelligence, this ....
Emerging Technologies

Author Errol S. van Engelen
Release Date 2020/07
The convergence of blockchain and Internet of things (IoT) powered by data and artificial intelligence (AI) is on the agenda of several big companies and some of them have already started using its implementations, initiatives, and solutions in various projects. In this b....
The Deep Learning Workshop

Author Mirza Rahim Baig , Thomas V. Joseph , Nipun Sadvilkar
Release Date 2020/07
Take a hands-on approach to understanding deep learning and build smart applications that can recognize images and interpret textKey FeaturesUnderstand how to implement deep learning with TensorFlow and Keras Learn the fundamentals of computer vision and image recognitio....
Learn Power Query

Author Linda Foulkes , Warren Sparrow
Release Date 2020/07
Discover how you can combine data from various sources to create data models to suit your business requirements with the help of this clear and concise guideKey FeaturesUnderstand how Power Query overcomes the shortcomings of Excel Power Pivot in handling complex data Cr....
The Machine Learning Workshop - Second Edition

Author Hyatt Saleh
Release Date 2020/07
Take a comprehensive and step-by-step approach to understanding machine learningKey FeaturesDiscover how to apply the scikit-learn uniform API in all types of machine learning models Understand the difference between supervised and unsupervised learning models Reinforce....
Machine Learning for Algorithmic Trading - Second Edition

Author Stefan Jansen
Release Date 2020/07
Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio.Key FeaturesDesign, train, and evaluate machine lea....
SQL Injection Strategies

Author Ettore Galluccio , Edoardo Caselli , Gabriele Lombari
Release Date 2020/07
Learn to exploit vulnerable database applications using SQL injection tools and techniques, while understanding how to effectively prevent attacksKey FeaturesUnderstand SQL injection and its effects on websites and other systems Get hands-on with SQL injection using both....
The Data Wrangling Workshop - Second Edition

Author Brian Lipp , Shubhadeep Roychowdhury , Dr. Tirthajyoti
Release Date 2020/07
A beginner's guide to simplifying Extract, Transform, Load (ETL) processes with the help of hands-on tips, tricks, and best practices, in a fun and interactive wayKey FeaturesExplore data wrangling with the help of real-world examples and business use cases Study variou....
The Data Analysis Workshop

Author Gururajan Govindan , Shubhangi Hora , Konstantin Palag
Release Date 2020/07
Learn how to analyze data using Python models with the help of real-world use cases and guidance from industry expertsKey FeaturesGet to grips with data analysis by studying use cases from different fieldsDevelop your critical thinking skills by following tried-and-true d....
Applying Math with Python

Author Sam Morley
Release Date 2020/07
Discover easy-to-follow solutions and techniques to help you to implement applied mathematical concepts such as probability, calculus, and equations using Python's numeric and scientific librariesKey FeaturesCompute complex mathematical problems using programming logic w....
The Deep Learning with PyTorch Workshop

Author Hyatt Saleh
Release Date 2020/07
Get a head start in the world of AI and deep learning by developing your skills with PyTorchKey FeaturesLearn how to define your own network architecture in deep learning Implement helpful methods to create and train a model using PyTorch syntax Discover how intelligent....
Hands-On Simulation Modeling with Python

Author Giuseppe Ciaburro
Release Date 2020/07
Enhance your simulation modeling skills by creating and analyzing digital prototypes of a physical model using Python programming with this comprehensive guideKey FeaturesLearn to create a digital prototype of a real model using hands-on examples Evaluate the performance....
Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits

Author Tarek Amr
Release Date 2020/07
Integrate scikit-learn with various tools such as NumPy, pandas, imbalanced-learn, and scikit-surprise and use it to solve real-world machine learning problemsKey FeaturesDelve into machine learning with this comprehensive guide to scikit-learn and scientific Python Mast....
Practical Artificial Intelligence and Blockchain

Author Ganesh Prasad Kumble , Anantha Krishnan
Release Date 2020/07
Learn how to use AI and blockchain to build decentralized intelligent applications (DIApps) that overcome real-world challengesKey FeaturesUnderstand the fundamental concepts for converging artificial intelligence and blockchain Apply your learnings to build apps using m....
The Data Visualization Workshop

Author Mario Dobler , Tim Großmann
Release Date 2020/07
Explore a modern approach to visualizing data with Python and transform large real-world datasets into expressive visual graphics using this beginner-friendly workshopKey FeaturesDiscover the essential tools and methods of data visualization Learn to use standard Python ....
The Deep Learning with Keras Workshop

Author Matthew Moocarme , Mahla Abdolahnejad , Ritesh Bhagwat
Release Date 2020/07
Discover how to leverage Keras, the powerful and easy-to-use open source Python library for developing and evaluating deep learning modelsKey FeaturesGet to grips with various model evaluation metrics, including sensitivity, specificity, and AUC scores Explore advanced c....
The Applied SQL Data Analytics Workshop - Second Edition

Author Matt Goldwasser , Upom Malik , Benjamin Johnston
Release Date 2020/07
Take a step-by-step approach to learning SQL data analysis in this interactive workshop that uses fun exercises and activities to make learning data analytics for beginners easy and approachable.Key FeaturesExplore ways to use SQL for data analytics and gain key insights ....
The Applied AI and Natural Language Processing Workshop

Author Krishna Sankar , Jeffrey Jackovich , Ruze Richards
Release Date 2020/07
With the help of engaging activities, learn how to leverage Amazon Web Services for building serverless intelligent applications that can process information in no timeKey FeaturesLearn how to integrate Amazon's Simple Storage Services with AI and NLP projects Get to gr....
Hands-On Explainable AI (XAI) with Python

Author Denis Rothman
Release Date 2020/07
Resolve the black box models in your AI applications to make them fair, trustworthy, and secure. Familiarize yourself with the basic principles and tools to deploy Explainable AI (XAI) into your apps and reporting interfaces.Key FeaturesLearn explainable AI tools and tech....
The Applied Artificial Intelligence Workshop

Author Anthony So , William So , Zsolt Nagy
Release Date 2020/07
With knowledge and information shared by experts, take your first steps towards creating scalable AI algorithms and solutions in Python, through practical exercises and engaging activitiesKey FeaturesLearn about AI and ML algorithms from the perspective of a seasoned data....
The Applied Data Science Workshop - Second Edition

Author Alex Galea
Release Date 2020/07
Designed with beginners in mind, this workshop helps you make the most of Python libraries and the Jupyter Notebook's functionality to understand how data science can be applied to solve real-world data problems.Key FeaturesGain useful insights into data science and mach....

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