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Books tags: optimize
Deep Learning Essentials: Your hands-on guide to the fundamentals of deep learning and neural network modeling
Deep Learning Essentials: Your hands-on guide to the fundamentals of deep learning and neural network modeling

Get to grips with the essentials of deep learning by leveraging the power of Python

Key Features

  • Your one-stop solution to get started with the essentials of deep learning and neural network modeling
  • Train different kinds of neural networks to tackle various problems in...
Mastering Go: Create Golang production applications using network libraries, concurrency, and advanced Go data structures
Mastering Go: Create Golang production applications using network libraries, concurrency, and advanced Go data structures

Exploring the major features and packages of Go, along with its types and data-structures, enabling the reader to write threadsafe, concurrent cloud, and network applications

Key Features

  • Not your typical introduction to the Golang programming language
  • Exploring Golang...
Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks
Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks

Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as strategies to address typical problems encountered when training deep neural networks. You’ll begin by studying the activation functions mostly with a single neuron (ReLu, sigmoid, and...

Proportionate-type Normalized Least Mean Square Algorithms
Proportionate-type Normalized Least Mean Square Algorithms

The topic of this book is proportionate-type normalized least mean squares (PtNLMS) adaptive filtering algorithms, which attempt to estimate an unknown impulse response by adaptively giving gains proportionate to an estimate of the impulse response and the current measured error. These algorithms offer low computational complexity...

Beginning Java Data Structures and Algorithms: Sharpen your problem solving skills by learning core computer science concepts in a pain-free manner
Beginning Java Data Structures and Algorithms: Sharpen your problem solving skills by learning core computer science concepts in a pain-free manner

Though your application serves its purpose, it might not be a high performer. Learn techniques to accurately predict code efficiency, easily dismiss inefficient solutions, and improve the performance of your application.

Key Features

  • Explains in detail different algorithms and data...
Hands-On System Programming with Go: Build modern and concurrent applications for Unix and Linux systems using Golang
Hands-On System Programming with Go: Build modern and concurrent applications for Unix and Linux systems using Golang

Explore the fundamentals of systems programming starting from kernel API and filesystem to network programming and process communications

Key Features

  • Learn how to write Unix and Linux system code in Golang v1.12
  • Perform inter-process communication using pipes, message...
Angular 6 for Enterprise-Ready Web Applications: Deliver production-ready and cloud-scale Angular web apps
Angular 6 for Enterprise-Ready Web Applications: Deliver production-ready and cloud-scale Angular web apps

A hands-on guide with a minimalist and flexible approach that enables quick learning and rapid delivery of cloud-ready enterprise applications with Angular 6

Key Features

  • Explore tools and techniques to push your web app to the next level
  • Master Angular app design and...
SQL Server Execution Plans
SQL Server Execution Plans
Every day, out in the various online forums devoted to SQL Server, and on Twitter, the same types of questions come up repeatedly: Why is this query running slowly? Why is SQL Server ignoring my index? Why does this query run quickly sometimes and slowly at others? My response is the same in each case: have you looked at the execution plan? An...
Hands-On RESTful API Design Patterns and Best Practices: Design, develop, and deploy highly adaptable, scalable, and secure RESTful web APIs
Hands-On RESTful API Design Patterns and Best Practices: Design, develop, and deploy highly adaptable, scalable, and secure RESTful web APIs

Build effective RESTful APIs for enterprise with design patterns and REST framework's out-of-the-box capabilities

Key Features

  • Understand advanced topics such as API gateways, API securities, and cloud
  • Implement patterns programmatically with easy-to-follow...
Django 2 by Example: Build powerful and reliable Python web applications from scratch
Django 2 by Example: Build powerful and reliable Python web applications from scratch

Learn Django with four end-to-end projects

Key Features

  • Learn Django by building real-world web applications from scratch
  • Develop powerful web applications quickly using the best coding practices
  • Integrate other technologies into your application with clear,...
Financial Modelling in Python (The Wiley Finance Series)
Financial Modelling in Python (The Wiley Finance Series)

"Fletcher and Gardner have created a comprehensive resource that will be of interest not only to those working in the field of finance, but also to those using numerical methods in other fields such as engineering, physics, and actuarial mathematics. By showing how to combine the high-level elegance, accessibility, and flexibility of...

Beginning DAX with Power BI: The SQL Pro’s Guide to Better Business Intelligence
Beginning DAX with Power BI: The SQL Pro’s Guide to Better Business Intelligence
Attention all SQL Pros, DAX is not just for writing Excel-based formulas! Get hands-on learning and expert advice on how to use the vast capabilities of the DAX language to solve common data modeling challenges.

Beginning DAX with Power BI teaches key concepts such as mapping techniques from SQL to DAX, filtering,...

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