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Mastering Machine Learning with R
Mastering Machine Learning with R

Master machine learning techniques with R to deliver insights for complex projects

About This Book

  • Get to grips with the application of Machine Learning methods using an extensive set of R packages
  • Understand the benefits and potential pitfalls of using machine learning methods
  • ...
Classical Geometries in Modern Contexts: Geometry of Real Inner Product Spaces Third Edition
Classical Geometries in Modern Contexts: Geometry of Real Inner Product Spaces Third Edition

The focus of this book and its geometric notions is on real vector spaces X that are finite or infinite inner product spaces of arbitrary dimension greater than or equal to 2. It characterizes both euclidean and hyperbolic geometry with respect to natural properties of (general) translations and general distances of X. Also for these spaces...

Extended Surface Heat Transfer
Extended Surface Heat Transfer
Extended surfaces, in the forms of longitudinal or radial fins or spines are ubiquitous in applications where the need exists to enhance heat transfer between a surface and an adjacent fluid. Applications range from very large scale, as with tubes in heat exchangers, to the very small, as is the case for the temperature control of...
Raspberry Pi Supercomputing and Scientific Programming: MPI4PY, NumPy, and SciPy for Enthusiasts
Raspberry Pi Supercomputing and Scientific Programming: MPI4PY, NumPy, and SciPy for Enthusiasts
Build an inexpensive cluster of multiple Raspberry Pi computers and install all the required libraries to write parallel and scientific programs in Python 3. This book covers setting up your Raspberry Pis, installing the necessary software, and making a cluster of multiple Pis. 

Once the cluster is built, its power...
Media Composer 6: Part 2 Effects Essentials (Avid Learning)
Media Composer 6: Part 2 Effects Essentials (Avid Learning)

MEDIA COMPOSER 6: PART 2-EFFECTS ESSENTIALS is for video editors who understand the basics of the editing tools in Media Composer and are ready to move ahead and learn the fundamentals of compositing within Avid Media Composer 6, the non-linear film/video editing application used in most movie and television productions. This book/DVD combo,...

Introduction to Computational Models with Python (Chapman & Hall/CRC Computational Science)
Introduction to Computational Models with Python (Chapman & Hall/CRC Computational Science)

Introduction to Computational Models with Python explains how to implement computational models using the flexible and easy-to-use Python programming language. The book uses the Python programming language interpreter and several packages from the huge Python Library that improve the performance of numerical computing, such...

Python Data Analysis
Python Data Analysis

Learn how to apply powerful data analysis techniques with popular open source Python modules

About This Book

  • Learn how to find, manipulate, and analyze data using Python
  • Perform advanced, high performance linear algebra and mathematical calculations with clean and efficient Python...
Pixel Art for Game Developers
Pixel Art for Game Developers

Is the art for your video game taking too long to create? Learning to create Pixel Art may be the answer to your development troubles. Uncover the secrets to creating stunning graphics with Pixel Art for Game Developers. The premier how-to book on Pixel Art and Pixel Art software, it focuses on the universal principles of the...

Beginning R: An Introduction to Statistical Programming
Beginning R: An Introduction to Statistical Programming

Beginning R, Second Edition is a hands-on book showing how to use the R language, write and save R scripts, read in data files, and write custom statistical functions as well as use built in functions. This book shows the use of R in specific cases such as one-way ANOVA analysis, linear and logistic regression, data visualization,...

Reaction-Diffusion Automata: Phenomenology, Localisations, Computation (Emergence, Complexity and Computation)
Reaction-Diffusion Automata: Phenomenology, Localisations, Computation (Emergence, Complexity and Computation)

Reaction-diffusion and excitable media are amongst most intriguing substrates. Despite apparent simplicity of the physical processes involved the media exhibit a wide range of amazing patterns: from target and spiral waves to travelling localisations and stationary breathing patterns. These media are at the heart of most natural processes,...

Numerical Methods for Chemical Engineering: Applications in MATLAB
Numerical Methods for Chemical Engineering: Applications in MATLAB

Suitable for a first year graduate course, this textbook unites the applications of numerical mathematics and scientific computing to the practice of chemical engineering. Written in a pedagogic style, the book describes basic linear and nonlinear algebric systems all the way through to stochastic methods, Bayesian statistics and parameter...

Introduction to Machine Learning with R: Rigorous Mathematical Analysis
Introduction to Machine Learning with R: Rigorous Mathematical Analysis

Machine learning is an intimidating subject until you know the fundamentals. If you understand basic coding concepts, this introductory guide will help you gain a solid foundation in machine learning principles. Using the R programming language, you’ll first start to learn with regression modelling and then move into more...

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