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Books tags: optimization
Machine Learning for Finance: Principles and practice for financial insiders
Machine Learning for Finance: Principles and practice for financial insiders

A guide to advances in machine learning for financial professionals, with working Python code

Key Features

  • Explore advances in machine learning and how to put them to work in financial industries
  • Clear explanation and expert discussion of how machine learning works, with...
Learn Python Programming: The no-nonsense, beginner's guide to programming, data science, and web development with Python 3.7, 2nd Edition
Learn Python Programming: The no-nonsense, beginner's guide to programming, data science, and web development with Python 3.7, 2nd Edition

Learn the fundamentals of Python (3.7) and how to apply it to data science, programming, and web development. Fully updated to include hands-on tutorials and projects.

Key Features

  • Learn the fundamentals of Python programming with interactive projects
  • Apply Python to data...
Applied Deep Learning with Python: Use scikit-learn, TensorFlow, and Keras to create intelligent systems and machine learning solutions
Applied Deep Learning with Python: Use scikit-learn, TensorFlow, and Keras to create intelligent systems and machine learning solutions

A hands-on guide to deep learning that's filled with intuitive explanations and engaging practical examples

Key Features

  • Designed to iteratively develop the skills of Python users who don't have a data science background
  • Covers the key foundational concepts...
Mastering Machine Learning Algorithms: Expert techniques to implement popular machine learning algorithms and fine-tune your models
Mastering Machine Learning Algorithms: Expert techniques to implement popular machine learning algorithms and fine-tune your models

Explore and master the most important algorithms for solving complex machine learning problems.

Key Features

  • Discover high-performing machine learning algorithms and understand how they work in depth
  • One-stop solution to mastering supervised, unsupervised, and...
Expert Python Programming: Become a master in Python by learning coding best practices and advanced programming concepts in Python 3.7, 3rd Edition
Expert Python Programming: Become a master in Python by learning coding best practices and advanced programming concepts in Python 3.7, 3rd Edition

Refine your Python programming skills and build professional grade applications with this comprehensive guide

Key Features

  • Create manageable code that can run in various environments with different sets of dependencies
  • Implement effective Python data structures and...
Professional Azure SQL Database Administration: Equip yourself with the skills you need to manage and maintain your SQL databases on the Microsoft cloud
Professional Azure SQL Database Administration: Equip yourself with the skills you need to manage and maintain your SQL databases on the Microsoft cloud

Discover how you can migrate a traditional on-premise SQL server database to a cloud-based solution with Microsoft Azure. Built with database administrators in mind, this book emulates different scenarios you might come across while working with large, complex SQL database migrations and provides solutions for effectively managing...

PostGIS Cookbook - Second Edition: Store, organize, manipulate, and analyze spatial data
PostGIS Cookbook - Second Edition: Store, organize, manipulate, and analyze spatial data

Create and manage spatial data with PostGIS

Key Features

  • Import and export geographic data from the PostGIS database using the available tools
  • Maintain, optimize, and fine-tune spatial data for long-term viability
  • Utilize the parallel support functionality...
Beginning Application Development with TensorFlow and Keras: Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications
Beginning Application Development with TensorFlow and Keras: Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications

You need much more than imagination to predict earthquakes and detect brain cancer cells. Become an expert in designing and deploying TensorFlow and Keras models, and generate insightful predictions with the power of deep learning.

Key Features

  • Cover the basics of neural networks and...
Neural Network Programming with TensorFlow: Unleash the power of TensorFlow to train efficient neural networks
Neural Network Programming with TensorFlow: Unleash the power of TensorFlow to train efficient neural networks

Neural Networks and their implementation decoded with TensorFlow

About This Book

  • Develop a strong background in neural network programming from scratch, using the popular Tensorflow library.
  • Use Tensorflow to implement different kinds of neural networks – from simple...
Cloud Native Architectures: Design high-availability and cost-effective applications for the cloud
Cloud Native Architectures: Design high-availability and cost-effective applications for the cloud

Learn and understand the need to architect cloud applications and migrate your business to cloud efficiently

Key Features

  • Understand the core design elements required to build scalable systems
  • Plan resources and technology stacks effectively for high security and fault...
Hands-On Functional Programming in Rust: Build modular and reactive applications with functional programming techniques in Rust 2018
Hands-On Functional Programming in Rust: Build modular and reactive applications with functional programming techniques in Rust 2018

Explore the support Rust offers for creating functional applications in Rust. Learn about various design patterns, implementing concurrency, metaprogramming, and so on in the process

Key Features

  • Learn generics, organization, and design patterns in functional programming
  • ...
Hands-On Microservices with Rust: Build, test, and deploy scalable and reactive microservices with Rust 2018
Hands-On Microservices with Rust: Build, test, and deploy scalable and reactive microservices with Rust 2018

A comprehensive guide in developing and deploying high performance microservices with Rust

Key Features

  • Start your microservices journey and get a broader perspective on microservices development using RUST 2018,
  • Build, deploy, and test microservices using AWS
  • ...
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