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The Machine Learning Solutions Architect Handbook

Practical strategies and best practices on the ML lifecycle, system design, MLOps, and generative AI

de David Ping ...

Design, build, and secure scalable machine learning (ML) systems to solve real-world business problems with Python and AWS Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesGo in-depth into the ML lifecycle, from ideation and data management to deployment and scalingApply risk management techniques in the ML lifecycle and design architectural patterns for various ML ... Leer más

$32.99 USD o gratis con Kobo Plus

Design, build, and secure scalable machine learning (ML) systems to solve real-world business problems with Python and AWS Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesGo in-depth into the ML lifecycle, from ideation and data management to deployment and scalingApply risk management techniques in the ML lifecycle and design architectural patterns for various ML
... Leer más
Data Wrangling with Python

Tips and Tools to Make Your Life Easier

de Jacqueline Kazil, Katharine Jarmul ...

How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that’s initially too messy or difficult to access. You don't need to know a thing about the Python programming language to get started.Through various step-by-step exercises, you’ll learn how to ... Leer más

$30.99 USD

How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that’s initially too messy or difficult to access. You don't need to know a thing about the Python programming language to get started.Through various step-by-step exercises, you’ll learn how to
... Leer más
Practical Data Science with Python

Learn tools and techniques from hands-on examples to extract insights from data

de Nathan George ...

Learn to effectively manage data and execute data science projects from start to finish using PythonKey FeaturesUnderstand and utilize data science tools in Python, such as specialized machine learning algorithms and statistical modelingBuild a strong data science foundation with the best data science tools available in PythonAdd value to yourself, your organization, and society by extracting ... Leer más

$41.99 USD o gratis con Kobo Plus

Learn to effectively manage data and execute data science projects from start to finish using PythonKey FeaturesUnderstand and utilize data science tools in Python, such as specialized machine learning algorithms and statistical modelingBuild a strong data science foundation with the best data science tools available in PythonAdd value to yourself, your organization, and society by extracting
... Leer más
Data Contracts

Developing Production-Grade Pipelines at Scale

de Chad Sanderson, Mark Freeman, B. E. Schmidt ...

Poor data quality can cause major problems for data teams, from breaking revenue-generating data pipelines to losing the trust of data consumers. Despite the importance of data quality, many data teams still struggle to avoid these issues—especially when their data is sourced from upstream workflows outside of their control. The solution: data contracts. Data contracts enable high-quality, well ... Leer más

$48.99 USD

Poor data quality can cause major problems for data teams, from breaking revenue-generating data pipelines to losing the trust of data consumers. Despite the importance of data quality, many data teams still struggle to avoid these issues—especially when their data is sourced from upstream workflows outside of their control. The solution: data contracts. Data contracts enable high-quality, well
... Leer más
Roslyn Cookbook

Compiler as a Service, Code Analysis, Code Quality and more

de Manish Vasani, Ovais Mehboob Ahmed Khan ...

Use Roslyn as a service to write powerful extensions and tools and use them in Visual Studio to improve code quality and maintain your source code more effectively.Key Features1. Use Roslyn extensions and tools in Visual Studio to enforce "house rules" on code and fix security and performance vulnerabilities in your code.2. Write Roslyn extensions using the Roslyn service API to help developers ... Leer más

$37.99 USD o gratis con Kobo Plus

Use Roslyn as a service to write powerful extensions and tools and use them in Visual Studio to improve code quality and maintain your source code more effectively.Key Features1. Use Roslyn extensions and tools in Visual Studio to enforce "house rules" on code and fix security and performance vulnerabilities in your code.2. Write Roslyn extensions using the Roslyn service API to help developers
... Leer más
Foundations of Software Science and Computation Structures

22nd International Conference, FOSSACS 2019, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019, Prague, Czech Republic, April 6–11, 2019, Proceedings

Edición de Mikołaj Bojańczyk, Alex Simpson ...

Series series Springer Nature Proceedings Computer Science
This open access book constitutes the proceedings of the 22nd International Conference on Foundations of Software Science and Computational Structures, FOSSACS 2019, which took place in Prague, Czech Republic, in April 2019, held as part of the European Joint Conference on Theory and Practice of Software, ETAPS 2019.The 29 papers presented in this volume were carefully reviewed and selected from ... Leer más

Gratis

This open access book constitutes the proceedings of the 22nd International Conference on Foundations of Software Science and Computational Structures, FOSSACS 2019, which took place in Prague, Czech Republic, in April 2019, held as part of the European Joint Conference on Theory and Practice of Software, ETAPS 2019.The 29 papers presented in this volume were carefully reviewed and selected from
... Leer más
Programmable Logic Controllers

de William Bolton ...

This textbook, now in its sixth edition, continues to be straightforward and easy-to-read, presenting the principles of PLCs while not tying itself to one manufacturer or another. Extensive examples and chapter ending problems utilize several popular PLCs, highlighting understanding of fundamentals that can be used regardless of manufacturer. This book will help you to understand the main design ... Leer más

$53.99 USD

This textbook, now in its sixth edition, continues to be straightforward and easy-to-read, presenting the principles of PLCs while not tying itself to one manufacturer or another. Extensive examples and chapter ending problems utilize several popular PLCs, highlighting understanding of fundamentals that can be used regardless of manufacturer. This book will help you to understand the main design
... Leer más
Liferay Beginner's Guide

Quick and easy techniques to build, deploy, and maintain your own Liferay portal with this book and ebook

de Sandeep Nair, Samir Bhatt, Xinsheng Robert Chen, Gaurav Barot, Mahipalsinh Rana ...

Key FeaturesBook DescriptionPart of Packt’s Beginner’s Guide series, each chapter follows the creation of a fictional neighbourhood site to demonstrate an aspect of Liferay portal with practical examples, screenshots, and step-by-step instructions. All you need in order to benefit from the Liferay Beginner’s Guide is programming experience. No prior knowledge of Liferay is required, although ... Leer más

$28.99 USD o gratis con Kobo Plus

Key FeaturesBook DescriptionPart of Packt’s Beginner’s Guide series, each chapter follows the creation of a fictional neighbourhood site to demonstrate an aspect of Liferay portal with practical examples, screenshots, and step-by-step instructions. All you need in order to benefit from the Liferay Beginner’s Guide is programming experience. No prior knowledge of Liferay is required, although
... Leer más
Practical Data Analysis Cookbook

Over 60 practical recipes on data exploration and analysis

de Tomasz Drabas ...

Over 60 practical recipes on data exploration and analysisKey Features\[\] Clean dirty data, extract accurate information, and explore the relationships between variables\[\] Forecast the output of an electric plant and the water flow of American rivers using pandas, NumPy, Statsmodels, and scikit-learn\[\] Find and extract the most important features from your dataset using the most efficient ... Leer más

$41.99 USD o gratis con Kobo Plus

Over 60 practical recipes on data exploration and analysisKey Features\[\] Clean dirty data, extract accurate information, and explore the relationships between variables\[\] Forecast the output of an electric plant and the water flow of American rivers using pandas, NumPy, Statsmodels, and scikit-learn\[\] Find and extract the most important features from your dataset using the most efficient
... Leer más
Jupyter for Data Science

Exploratory analysis, statistical modeling, machine learning, and data visualization with Jupyter

de Toomey ...

Your one-stop guide to building an efficient data science pipeline using JupyterKey Features\[\*\]Get the most out of your Jupyter notebook to complete the trickiest of tasks in Data Science\[\*\]Learn all the tasks in the data science pipeline—from data acquisition to visualization—and implement them using Jupyter\[\*\]Get ahead of the curve by mastering all the applications of Jupyter for data ... Leer más

$34.99 USD o gratis con Kobo Plus

Your one-stop guide to building an efficient data science pipeline using JupyterKey Features\[\*\]Get the most out of your Jupyter notebook to complete the trickiest of tasks in Data Science\[\*\]Learn all the tasks in the data science pipeline—from data acquisition to visualization—and implement them using Jupyter\[\*\]Get ahead of the curve by mastering all the applications of Jupyter for data
... Leer más
The Economics of Data, Analytics, and Digital Transformation

The theorems, laws, and empowerments to guide your organization's digital transformation

de Bill Schmarzo ...

Build a continuously learning and adapting organization that can extract increasing levels of business, customer and operational value from the amalgamation of data and advanced analytics such as AI and Machine LearningKey FeaturesMaster the Big Data Business Model Maturity Index methodology to transition to a value-driven organizational mindsetAcquire implementable knowledge on digital ... Leer más

$34.99 USD o gratis con Kobo Plus

Build a continuously learning and adapting organization that can extract increasing levels of business, customer and operational value from the amalgamation of data and advanced analytics such as AI and Machine LearningKey FeaturesMaster the Big Data Business Model Maturity Index methodology to transition to a value-driven organizational mindsetAcquire implementable knowledge on digital
... Leer más
The Definitive Guide to Power Query (M)

Mastering complex data transformation with Power Query

de Rick de Groot, Melissa de Korte, Greg Deckler ...

Learn how to use the Power Query M formula language and its functions effectively for better data modeling and impactful business intelligence reports. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesGet comprehensive coverage of fundamental and advanced Power Query conceptsGain hands-on experience with practical examples based on real-world problemsDelve ... Leer más

$39.99 USD o gratis con Kobo Plus

Learn how to use the Power Query M formula language and its functions effectively for better data modeling and impactful business intelligence reports. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesGet comprehensive coverage of fundamental and advanced Power Query conceptsGain hands-on experience with practical examples based on real-world problemsDelve
... Leer más
Making Futures Work

Integrating Futures Thinking for Design, Innovation, and Strategy

de Phil Balagtas ...

Learn how to get started with Futures Thinking. With this practical guide, Phil Balagtas, founder of the Design Futures Initiative and the global Speculative Futures network, shows you how designers and futurists have made futures work at companies such as Atari, IBM, Apple, Disney, Autodesk, Lufthansa, and McKinsey & Company.This book demystifies the process of Futures Thinking into a language ... Leer más

$30.99 USD

Learn how to get started with Futures Thinking. With this practical guide, Phil Balagtas, founder of the Design Futures Initiative and the global Speculative Futures network, shows you how designers and futurists have made futures work at companies such as Atari, IBM, Apple, Disney, Autodesk, Lufthansa, and McKinsey & Company.This book demystifies the process of Futures Thinking into a language
... Leer más
Building Medallion Architectures

Designing with Delta Lake and Spark

de Piethein Strengholt ...

To deliver the insights that give them a competitive advantage, organizations increasingly turn to the proven Medallion architecture. Yet implementing a robust data architecture can be difficult, particularly when it comes to using the Medallion architecture's Bronze, Silver, and Gold layers—done wrong, it can hamper your ability to make data-driven decisions. This practical guide helps you build ... Leer más

$36.99 USD

To deliver the insights that give them a competitive advantage, organizations increasingly turn to the proven Medallion architecture. Yet implementing a robust data architecture can be difficult, particularly when it comes to using the Medallion architecture's Bronze, Silver, and Gold layers—done wrong, it can hamper your ability to make data-driven decisions. This practical guide helps you build
... Leer más
Julia for Data Analysis

de Bogumil Bogumil ...

Master core data analysis skills using Julia. Interesting hands-on projects guide you through time series data, predictive models, popularity ranking, and more.In Julia for Data Analysis you will learn how to:Read and write data in various formatsWork with tabular data, including subsetting, grouping, and transformingVisualize your dataBuild predictive modelsCreate data processing pipelinesCreate ... Leer más

$49.99 USD

Master core data analysis skills using Julia. Interesting hands-on projects guide you through time series data, predictive models, popularity ranking, and more.In Julia for Data Analysis you will learn how to:Read and write data in various formatsWork with tabular data, including subsetting, grouping, and transformingVisualize your dataBuild predictive modelsCreate data processing pipelinesCreate
... Leer más
How to Speak Tech

The Non-Techie’s Guide to Key Technology Concepts

de Vinay Trivedi ...

Series series Professional and Applied Computing (R0)
Things you’ve done online: ordered a pizza, checked the weather, booked a hotel, and reconnected with long-lost friends. Now it’s time to find out how these things work. Vinay Trivedi peels back the mystery of the Internet, explains it all in the simplest terms, and gives you the knowledge you need to speak confidently when the subject turns to technology.This revised second edition of How to ... Leer más

$28.49 USD

Things you’ve done online: ordered a pizza, checked the weather, booked a hotel, and reconnected with long-lost friends. Now it’s time to find out how these things work. Vinay Trivedi peels back the mystery of the Internet, explains it all in the simplest terms, and gives you the knowledge you need to speak confidently when the subject turns to technology.This revised second edition of How to
... Leer más
Genetic Algorithms in Java Basics

de Burak Kanber, Lee Jacobson ...

Series series Professional and Applied Computing (R0)
Genetic Algorithms in Java Basics is a brief introduction to solving problems using genetic algorithms, with working projects and solutions written in the Java programming language. This brief book will guide you step-by-step through various implementations of genetic algorithms and some of their common applications, with the aim to give you a practical understanding allowing you to solve your own ... Leer más

$53.99 USD

Genetic Algorithms in Java Basics is a brief introduction to solving problems using genetic algorithms, with working projects and solutions written in the Java programming language. This brief book will guide you step-by-step through various implementations of genetic algorithms and some of their common applications, with the aim to give you a practical understanding allowing you to solve your own
... Leer más
Hands-On Data Analysis with NumPy and pandas

Implement Python packages from data manipulation to processing

de Curtis Miller ...

Get to grips with the most popular Python packages that make data analysis possibleKey FeaturesExplore the tools you need to become a data analystDiscover practical examples to help you grasp data processing conceptsWalk through hierarchical indexing and grouping for data analysisBook DescriptionPython, a multi-paradigm programming language, has become the language of choice for data scientists ... Leer más

$25.99 USD o gratis con Kobo Plus

Get to grips with the most popular Python packages that make data analysis possibleKey FeaturesExplore the tools you need to become a data analystDiscover practical examples to help you grasp data processing conceptsWalk through hierarchical indexing and grouping for data analysisBook DescriptionPython, a multi-paradigm programming language, has become the language of choice for data scientists
... Leer más
The Systems Thinker - Mental Models

The Systems Thinker Series, #3

de Albert Rutherford ...

Series Libro 3 - The Systems Thinker Series
Regain focus. Select relevant information. Make quick and clear decisions.We are dealing with too many options, too much information, conflicting advice on general choices like what diet to choose, or who to choose as a mate. It's hard to maintain focus and be confident in our decisions under such conditions.The Systems Thinker –Mental Models helps you make decisions based on your relevant thought ... Leer más

$5.99 USD o gratis con Kobo Plus

Regain focus. Select relevant information. Make quick and clear decisions.We are dealing with too many options, too much information, conflicting advice on general choices like what diet to choose, or who to choose as a mate. It's hard to maintain focus and be confident in our decisions under such conditions.The Systems Thinker –Mental Models helps you make decisions based on your relevant thought
... Leer más
Python: Data Analytics and Visualization

de Phuong Vo.T.H, Martin Czygan, Ashish Kumar, Kirthi Raman ...

Understand, evaluate, and visualize dataAbout This BookLearn basic steps of data analysis and how to use Python and its packagesA step-by-step guide to predictive modeling including tips, tricks, and best practicesEffectively visualize a broad set of analyzed data and generate effective resultsWho This Book Is ForThis book is for Python Developers who are keen to get into data analysis and wish to ... Leer más

$71.99 USD o gratis con Kobo Plus

Understand, evaluate, and visualize dataAbout This BookLearn basic steps of data analysis and how to use Python and its packagesA step-by-step guide to predictive modeling including tips, tricks, and best practicesEffectively visualize a broad set of analyzed data and generate effective resultsWho This Book Is ForThis book is for Python Developers who are keen to get into data analysis and wish to
... Leer más
User-Centered Design

A Developer's Guide to Building User-Friendly Applications

de Travis Lowdermilk ...

How do you design engaging applications that people love to use? This book demonstrates several ways to include valuable input from potential clients and customers throughout the process. With practical guidelines and insights from his own experience, author Travis Lowdermilk shows you how usability and user-centered design will dramatically change the way people interact with your application ... Leer más

$18.99 USD

How do you design engaging applications that people love to use? This book demonstrates several ways to include valuable input from potential clients and customers throughout the process. With practical guidelines and insights from his own experience, author Travis Lowdermilk shows you how usability and user-centered design will dramatically change the way people interact with your application
... Leer más
Data Source Handbook

A Guide to Public Data

de Pete Warden ...

If you're a developer looking to supplement your own data tools and services, this concise ebook covers the most useful sources of public data available today. You'll find useful information on APIs that offer broad coverage, tie their data to the outside world, and are either accessible online or feature downloadable bulk data. You'll also find code and helpful links.This guide organizes APIs by ... Leer más

$11.99 USD

If you're a developer looking to supplement your own data tools and services, this concise ebook covers the most useful sources of public data available today. You'll find useful information on APIs that offer broad coverage, tie their data to the outside world, and are either accessible online or feature downloadable bulk data. You'll also find code and helpful links.This guide organizes APIs by
... Leer más
PySpark Recipes

A Problem-Solution Approach with PySpark2

de Raju Kumar Mishra ...

Series series Professional and Applied Computing (R0)
Quickly find solutions to common programming problems encountered while processing big data. Content is presented in the popular problem-solution format. Look up the programming problem that you want to solve. Read the solution. Apply the solution directly in your own code. Problem solved!PySpark Recipes covers Hadoop and its shortcomings. The architecture of Spark, PySpark, and RDD are presented. ... Leer más

$53.99 USD

Quickly find solutions to common programming problems encountered while processing big data. Content is presented in the popular problem-solution format. Look up the programming problem that you want to solve. Read the solution. Apply the solution directly in your own code. Problem solved!PySpark Recipes covers Hadoop and its shortcomings. The architecture of Spark, PySpark, and RDD are presented.
... Leer más
Fundamental Approaches to Software Engineering

21st International Conference, FASE 2018, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2018, Thessaloniki, Greece, April 14-20, 2018, Proceedings

Edición de Alessandra Russo, Andy Schürr ...

Series series Springer Nature Proceedings Computer Science
This book is Open Access under a CC BY licence.This book constitutes the proceedings of the 21st International Conference on Fundamental Approaches to Software Engineering, FASE 2018, which took place in Thessaloniki, Greece in April 2018, held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2018.The 19 papers presented in this volume were carefully reviewed and ... Leer más

Gratis

This book is Open Access under a CC BY licence.This book constitutes the proceedings of the 21st International Conference on Fundamental Approaches to Software Engineering, FASE 2018, which took place in Thessaloniki, Greece in April 2018, held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2018.The 19 papers presented in this volume were carefully reviewed and
... Leer más

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