Machine learning allows models or systems to learn without being explicitly programmed. You will see how to use the best of libraries support such as scikit-learn, Tensorflow and much more to build efficient smart systems.
Data management, analytics and innovation: proceedings of ICDMAI 2020
by Balas, Valentina Emilia, International Conference on Data Management, Analytics and Innovation, New Delhi, India), Sharma, Neha, Chakrabarti, Amlan, Martinovič, Jan
fromAdvances in Intelligent Systems and Computing
This book presents the latest findings in the areas of data management and smart computing, big data management, artificial intelligence and data analytics, along with advances in network technologies. Gathering peer-reviewed research papers presented at the Fourth International…
This book is for Python programmers with an intermediate background and an interest in design patterns implemented in idiomatic Python. Programmers of other languages who are interested in Python can also benefit from this book, but it would be better if they first read some int…
With its widely acclaimed web-based notebook, IPython is an ideal gateway to data analysis and numerical computing in Python. This book contains many ready-to-use focused recipes for high-performance scientific computing and data analysis. You will learn how to: code better by w…
Business Analysis
by Cadle, James, Paul, Debra, Eva, Malcolm, Rollason, Craig, Yeates, Donald, Hindle, Keith, Tudor, Dot
<Div>A practical introduction for anyone involved in business analysis, improving efficiency or aligning IT with business objectives </div><div>Key areas include: practical business analysis techniques, systems development, process management and resource management</div><div>".…
Business Analysis
by Cadle, James, Paul, Debra, Eva, Malcolm, Rollason, Craig, Yeates, Donald, Hindle, Keith, Tudor, Dot
<Div>A practical introduction for anyone involved in business analysis, improving efficiency or aligning IT with business objectives </div><div>Key areas include: practical business analysis techniques, systems development, process management and resource management</div><div>".…
This volume provides challenges and Opportunities with updated, in-depth material on the application of Big data to complex systems in order to find solutions for the challenges and problems facing big data sets applications. Much data today is not natively in structured format;…
Business Analysis
by Turner, Paul, Cadle, James, Paul, Debra, Eva, Malcolm, Rollason, Craig, Yeates, Donald, Hindle, Keith
<Div><div>New, updated edition of the bestselling text -over 40,000 copies sold!</div><div>Key areas include: practical businessanalysis techniques, systems development, process management and resourcemanagement</div><div>"...an excellent introductory text forbusiness analysts..…
Business Analysis
by Turner, Paul, Cadle, James, Paul, Debra, Eva, Malcolm, Rollason, Craig, Yeates, Donald, Hindle, Keith
<Div><div>New, updated edition of the bestselling text -over 40,000 copies sold!</div><div>Key areas include: practical businessanalysis techniques, systems development, process management and resourcemanagement</div><div>"...an excellent introductory text forbusiness analysts..…
<Div><div>New, updated edition of the bestselling text -over 40,000 copies sold!</div><div>Key areas include: practical businessanalysis techniques, systems development, process management and resourcemanagement</div><div>"...an excellent introductory text forbusiness analysts..…
Practical Guide to MongoDB: Architecting, Developing, and Administering MongoDB begins with a short introduction to the basics of NoSQL databases and then introduces readers to MongoDB? Normal 0 false false false EN-US X-NONE X-NONE /* Style Definitions */ table. MsoNormalTable …
"An irreverent, provocative, and visually fascinating look at what our online lives reveal about who we really are--and how this deluge of data will transform the science of human behavior. Big Data is used to spy on us, hire and fire us, and sell us things we don't need. In Dat…
Our personal data has been used to spy on us, hire and fire us, and sell us stuff we don't need. In Dataclysm, Christian Rudder uses it to show us who we truly are. For centuries, we've relied on polling or small-scale lab experiments to study human behavior. Today, a new approa…
With the aim of simplifying relational database modeling, Database Modeling Step-by-Step presents the standard approach to database normalization and then adds its own approach, which is a more simplistic, intuitive way to building relational database models. Going from basics t…
Gain practical insights by exploiting data in your business to build advanced predictive modeling applications About This Book A step-by-step guide to predictive modeling including lots of tips, tricks, and best practices Learn how to use popular predictive modeling algorithms s…
Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understand…
Feature engineering is the most important step in creating powerful machine learning systems. This book will take you through the entire feature-engineering journey to make your machine learning much more systematic and effective.