FREE EBOOK - Programming for Computations - Python, 2nd Edition 
by Svein Linge, Hans Petter Langtangen
This book presents computer programming as a key method for solving mathematical problems. This second edition of the well-received book has been extensively revised: All code is now written in Python version 3.6 (no longer version 2.7). In addition, the two first chapters of the previous edition have been extended and split up into five new chapters, thus expanding the introduction to programming from 50 t...
Price: $56.03 | Publisher: Springer | Release: 2019
by Timothy Masters
Discover hidden relationships among the variables in your data, and learn how to exploit these relationships. This book presents a collection of data-mining algorithms that are effective in a wide variety of prediction and classification applications. All algorithms include an intuitive explanation of operation, essential equations, references to more rigorous theory, and commented C++ source code.Many of t...
Price: $27.44 | Publisher: Apress | Release: 2018
Pro Machine Learning Algorithms
by Kishore Ayyadevara
Bridge the gap between a high-level understanding of how an algorithm works and knowing the nuts and bolts to tune your models better. This book will give you the confidence and skills when developing all the major machine learning models. In Pro Machine Learning Algorithms, you will first develop the algorithm in Excel so that you get a practical understanding of all the levers that can be tuned in a model...
Price: $37.99 | Publisher: Apress | Release: 2018
Mastering Machine Learning Algorithms
by Giuseppe Bonaccorso
Machine learning is a subset of AI that aims to make modern-day computer systems smarter and more intelligent. The real power of machine learning resides in its algorithms, which make even the most difficult things capable of being handled by machines. However, with the advancement in the technology and requirements of data, machines will have to be smarter than they are today to meet the overwhelming data ...
Price: $44.99 | Publisher: Packt Publishing | Release: 2018
Data Science Algorithms in a Week, 2nd Edition 
by David Natingga
Machine learning applications are highly automated and self-modifying, and continue to improve over time with minimal human intervention, as they learn from the trained data. To address the complex nature of various real-world data problems, specialized machine learning algorithms have been developed. Through algorithmic and statistical analysis, these models can be leveraged to gain new knowledge from exis...
Price: $39.99 | Publisher: Packt Publishing | Release: 2018
FREE EBOOK - Elementary Algorithms
by Larry LIU Xinyu
This book introduces about elementary algorithms and data structure. It includes side-by-side comparison about purely functional realization and their imperative counterpart....
Publisher: Self-publishing | Release: 2018
Assessing and Improving Prediction and Classification
by Timothy Masters
Assess the quality of your prediction and classification models in ways that accurately reflect their real-world performance, and then improve this performance using state-of-the-art algorithms such as committee-based decision making, resampling the dataset, and boosting. This book presents many important techniques for building powerful, robust models and quantifying their expected behavior when put to wor...
Price: $58.22 | Publisher: Apress | Release: 2018
Applied Natural Language Processing with Python
by Taweh Beysolow II
Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you will learn the skills to implement these methods in larger infrastructures to replace existing code or create new algorithms.Applied Natural Language Processing with Python starts with reviewing the necessary ...
Price: $25.19 | Publisher: Apress | Release: 2018
Testing and Tuning Market Trading Systems
by Timothy Masters
Build, test, and tune financial, insurance or other market trading systems using C++ algorithms and statistics. You've had an idea and have done some preliminary experiments, and it looks promising. Where do you go from here? Well, this book discusses and dissects this case study approach.Seemingly good backtest performance isn't enough to justify trading real money. You need to perform rigorous ...
Price: $31.37 | Publisher: Apress | Release: 2018
by Clarence Chio, David Freeman
Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you'll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and net...
Price: $30.49 | Publisher: O'Reilly Media | Release: 2018