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Hands-On Automated Machine Learning: A beginner's guide to building automated machine learning systems using AutoML and Python
Hands-On Automated Machine Learning: A beginner's guide to building automated machine learning systems using AutoML and Python

Automate data and model pipelines for faster machine learning applications

Key Features

  • Build automated modules for different machine learning components
  • Understand each component of a machine learning pipeline in depth
  • Learn to use different open source...
Beginning Data Science with Python and Jupyter: Use powerful tools to unlock actionable insights from data
Beginning Data Science with Python and Jupyter: Use powerful tools to unlock actionable insights from data

Getting started with data science doesn't have to be an uphill battle. This step-by-step guide is ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction.

Key Features

  • Get up and running with the Jupyter ecosystem and some example datasets
  • ...
ASP.NET Core 2 Fundamentals: Build cross-platform apps and dynamic web services with this server-side web application framework
ASP.NET Core 2 Fundamentals: Build cross-platform apps and dynamic web services with this server-side web application framework

Imagine the boost in business if you can build large, rich web applications with little code and built-in Windows authentication. With this book, you can gain skills to develop real-world applications with ASP.NET Core 2.

Key Features

  • Adopts the application-centric approach to explain core...
Beginning API Development with Node.js: Build highly scalable, developer-friendly APIs for the modern web with JavaScript and Node.js
Beginning API Development with Node.js: Build highly scalable, developer-friendly APIs for the modern web with JavaScript and Node.js

Learn everything you need to get up and running with cutting-edge API development using JavaScript and Node.js; ideal for data-intensive real-time applications that run across multiple platforms.

Key Features

  • Build web APIs from start to finish using JavaScript across the development...
Practical Statistics for Data Scientists: 50 Essential Concepts
Practical Statistics for Data Scientists: 50 Essential Concepts

Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their...

System Programming with C and Unix
System Programming with C and Unix

Beginning computing students often finish the introduction to programming course without having had exposure to various system tools, without knowing how to optimize program performance and without understanding how programs interact with the larger computer system. 

...
Risk Management and Capital Adequacy
Risk Management and Capital Adequacy

A Step-by-Step Approach for Integrating Market, Credit, and Operational Risk Management--While Complying with New Basel Accord Guidelines

For financial institutions around the world, the work involved in managing market, credit, and operational risk exposures--as well as the capital required to support such...

Practical Methods of Financial Engineering and Risk Management: Tools for Modern Financial Professionals
Practical Methods of Financial Engineering and Risk Management: Tools for Modern Financial Professionals

Risk control, capital allocation, and realistic derivative pricing and hedging are critical concerns for major financial institutions and individual traders alike. Events from the collapse of Lehman Brothers to the Greek sovereign debt crisis demonstrate the urgent and abiding need for statistical tools...

Beginning SQL Server 2005 Express Database Applications with Visual Basic Express and Visual Web Developer Express
Beginning SQL Server 2005 Express Database Applications with Visual Basic Express and Visual Web Developer Express
This book especially targets SQL Server Express (SSE), Visual Basic Express (VBE), and Visual Web
Developer Express (VWDE), all of which offer traditional fans of Microsoft technology an inexpensive
and easy route for adapting, learning, and growing professionally. As their names suggest, these
products are all compact versions of
...
Multivariate Public Key Cryptosystems (Advances in Information Security)
Multivariate Public Key Cryptosystems (Advances in Information Security)

Multivariate public key cryptosystems (MPKC) is a fast-developing new area in cryptography. In the past 10 years, MPKC schemes have increasingly been seen as a possible alternative to number theoretic-based cryptosystems such as RSA, as they are generally more efficient in terms of computational effort. As quantum computers are developed, MPKC...

An Introduction to Numerical Analysis for Electrical and Computer Engineers
An Introduction to Numerical Analysis for Electrical and Computer Engineers
An engineer’s guide to numerical analysis

To properly function in today’s work environment, engineers require a working familiarity with numerical analysis. This book provides that necessary background, striking a balance between analytical rigor and an applied approach focusing on methods particular to the solving of engineering...

Everyone Needs a Mentor: Fostering Talent in Your Organisation
Everyone Needs a Mentor: Fostering Talent in Your Organisation
Mentoring is the most cost-efficient and sustainable method of developing talent within an organization. This book shows how set up, run and maintain a mentoring program, from selecting and matching mentors and mentees to measuring results.

You can use mentoring to: stretch talented employees to perform even better by exposure to high
...
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