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115.62 MB – epub, mobi, pdf, lit, azw3

Beschreibung:

Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine learning models.

Current and aspiring machine learning engineers–or anyone familiar with data science and Python–will build a foundation in MLOps tools and methods (along with AutoML and monitoring and logging), then learn how to implement them in AWS, Microsoft Azure, and Google Cloud. The faster you deliver a machine learning system that works, the faster you can focus on the business problems you’re trying to crack. This book gives you a head start.

You’ll discover how to:
• Apply DevOps best practices to machine learning
• Build production machine learning systems and maintain them
• Monitor, instrument, load-test, and operationalize machine learning systems
• Choose the correct MLOps tools for a given machine learning task
• Run machine learning models on a variety of platforms and devices, including mobile phones and specialized hardware

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142.22 MB – epub, pdf

Beschreibung:

Discover the power and benefits of yoga for outdoor adventures. With The Outdoor Adventurer’s Guide to Yoga, athletes and explorers can tailor yoga practices to support performance, recovery, and longevity, no matter their sport. This fully illustrated guide covers the foundations of yoga, anatomy, alignment, breath work, and asana, then applies these practices specifically for hiking, backpacking, cycling, climbing, paddling, and snow sports.

• Incorporate yoga before, during, and after your backpacking trips and outdoor adventures for greater strength, balance, connection, and recovery.
• Understand the unique anatomical demands of backpacking, paddling, climbing, and more to address and prevent common overuse injuries.
• Learn 88 poses with detailed descriptions, instructive photos, modifications and tips.
• Follow 21 specific flows and postures of functional therapeutic benefit for backpackers, hikers, paddlers, cyclists, climbers, skiers, and snowboarders.
• Go beyond the physical and develop practices to support holistic health, mobility, and stability.

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154.72 MB – epub, pdf

Beschreibung:

An exciting sampler collection you won’t want to miss! From sisters Jenny Pedigo, Helen Robinson, and Sherilyn Mortensen comes this assortment of 30 quilt blocks – each with both curved and straight piecing. Featuring a total of 14 quilting projects consisting of three sampler quilts and 11 unique mix-and-match combinations, the beauty of the blocks is that there are endless possibilities for you to play with color and layout and create your own original quilt designs!

With an insightful section on how to use the Wonder Curve Ruler, also included are step-by-step instructions and quilting and finishing tips and suggestions. Authors Jenny Pedigo, Helen Robinson, and Sherilyn Mortensen are the authors of the bestselling books, Mini Wonderful Curves, One Wonderful Curve, and Contemporary Curved Quilts.

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125.79 MB – epub

Beschreibung:

Discover the people, battles, and politics of America’s bloodiest conflict. Explore its causes, chapters, characters, and consequences.

With a topic on every page, Civil War Visual Encyclopedia tells the story of the war using simple explanations and stunning photographs. Profiles on decisive battles, strategic maps, political leaders, military commanders, naval vessels, uniforms, weapons, and equipment shine a light on the key events and other turning points during the five years of fighting. Find out about the child soldiers who fought valiantly and the healthcare heroes who made groundbreaking differences. Read about the railroads and how the media reported on the war via the telegraph! Discover eyewitness accounts and personal letters. Learn about the reasons behind the war and its lasting impact: the abolition of slavery.

More lives were lost in the Civil War than in any other in American history. Filled with vivid insights into this historic conflict – from a day in the life of a plantation worker in the south to a personal diary entry of a Union soldier on the action-included front lines – Civil War Visual Encyclopedia invites young readers to witness the war unfold in a striking new way. This is the ultimate e-guide for children to the war that changed the USA forever.

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Genre: eLearning | MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz
Language: English | Size: 451 MB | Duration: 47m

Beschreibung:

Learn how to build a Text Translator using React
What you’ll learn
React from build a Project in React from Scratch to Finish
Build a Project using React
How to use LibreTranslate API
How to use Axios

Description
Hello, I am Nishant and I am an enthusiastic developer with a knack for building products with good UI and UX. I teach Front-end Development to beginners, and some other things too.

I build projects to learn how code works.

And while I am not coding, I enjoy writing poetry and stories and cooking delicious meals.

In this course, we cover all the steps from creating an app in React all the way through to build a Translator Application in React

We will start by initializing the React App.

We will learn how to create Components.

How to send API Requests.

How to use LibreTranslate API

And last but not the least, how to use Semantic UI Library.

Enroll now and get started on your journey to build React applications from scratch to finish.

What you’ll learn

React and React Hooks

How to create components.

How to send API Requests.

And last but not the least, how to use Semantic UI Library.

How to use Libre Translate API.

Who this course is for:

Anyone interested in learning React.

Anyone interested in learning API handling.

Beginner React.

Beginner Front-end developers.

Beginner Full Stack Developers.

Beginner Mobile Developers.

Beginner JavaScript Developers.

Intermediate Front-end Developers.

Intermediate React Developers

Beginner HTML/CSS Developers

Intermediate HTML/CSS Developers

Who this course is for:
React Developers
Frontend Developers
Full Stack Developers
Web Developers

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MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 35 lectures (3h 41m) | Size: 1.3 GB

Beschreibung:

Learn and understand how to create a Spring Boot back-end API with AngularWhat you’ll learn:
Entity Management, Relationship, and Mapping to Database (MySQL)
Using Java Persistence API (JPA)
Define API service
Expose API Endpoints Over HTTP
RxJs State Management

Requirements
Familiarity with Java, Spring Framework
Familiarity with Angular
Familiarity with web technologies (HTML, CSS, JavaScript)

Description
In this tutorial, you will learn and understand how to create a Spring Boot back-end API that will connect to a MySQL database server. Then create an Agular application to interact with the API using HTTP. You will also learn some basics of RxJs and application state management.

This course teaches how to use create an API from scratch. This course also dives into defining and creating API, exposing API Endpoints over HTTP, and handling HTTP Requests and File Upload through API Endpoints. It covers testing API Endpoints (using an HTTP client – Postman).

This course is short and focuses only building the API and having a front end application, in our case an Angular application, to communicate with that back end API. If you would like to learn more and build a full stack application and see how of this in practice, and way much more, please refer to my other course on Udemy, JSON Web Token (JWT) with Spring Security And Angular.

In this tutorial, you will learn and understand how to create a Spring Boot back-end API that will connect to a MySQL database server. Then create an Agular application to interact with the API using HTTP. You will also learn some basics of RxJs and application state management.

This course teaches how to use create an API from scratch. This course also dives into defining and creating API, exposing API Endpoints over HTTP, and handling HTTP Requests and File Upload through API Endpoints. It covers testing API Endpoints (using an HTTP client – Postman).

In this course, you will learn how to build your very own API, along with an Angular application that will use and consume this API. This course teaches how to use JWT (JSON Web Token) Authentication & Authorization with Java, Spring Security to secure API, Stateless Session Policy management with Spring Security along with password encryption. It covers Entity Management, Relationship, and Mapping to Database (MySQL) using the Java Persistence API (JPA). It covers managing User Security Roles. This course also dives into defining and creating API, exposing API Endpoints Over HTTP, and handling HTTP Requests and File Upload through API Endpoints. It covers testing API Endpoints (using an HTTP client).

Who this course is for
Developers wanting to learn about API, how they work, and build one.
Beginner or advanced developers wanting to learn about APIs and build one from scratch using Java, and the Spring Framework with database integration.

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MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 1h 30m | Size: 253.8 MB

Beschreibung:

Canned challenge problems are sufficient practice for brand-new Python developers. But if you’re an intermediate programmer looking to bring a novel idea to life, you require more nuanced, in-depth instruction and practice. In this course, instructor Barron Stone helps you learn Python the hands-on way, showing you what it takes to bring a Python project to the finish line. He walks you step by step through his entire development process for a single personal Python project, from initial ideation to building the final installer for distribution. As you follow along, you can observe the thought process that Barron follows, giving you a path to follow to create your own projects.

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Created by Charles Smith | Last updated 3/2021
Duration: 41m | 10 sections | 56 lectures | Video: 1280×720, 44 KHz | 200 MB
Genre: eLearning | Language: English + Sub

Beschreibung:

Introduction to AWS Healthcare Data Analytics

What you’ll learn
Healthcare Data Security
Important elements of Health Insurance Portability and Accountability Act Rules (HIPAA)
EHR Data Security and Privacy
Machine Learning
Data Analytics
Administrative, physical, and technical safeguards to ensure the confidentiality, integrity, and availability of electronic protected health information
Exploratory data analysis
Demographic dataset analysis
AI and Electronic Healthcare Data (EHR)
Importance of Data Privacy and Security From a Patient, Provider and Data User Perspective
Storing and Accessing PHI Data
Importance of EDA
Dataset Schema Analysis
Value Distributions
Missing Values and Outliers
Data Analytics tools provided by AWS
Elastic Map Reduce (EMR)
Data Pipeline
Elasticsearch
Kinesis
Amazon Machine Learning
QuickSight
Data Science and Analytics concepts
Steps of Big Data and Data Processing
Databases
Show more
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Requirements

Basic Computer Knowledge
Description
By completing this course, you will learn about:
Data Security and Privacy, including some of the key standards and regulations.
Exploratory data analysis allowing you to gain a deeper understanding of your datasets, including:
Dataset schemas
Value distributions
Missing values
Cardinality of categorical features

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MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 53m 43s | Size: 2.74 GB

Beschreibung:

Building a chat server is a great way to learn the Tokio library because a chat server forces you to think about concurrent IO, which is the core purpose of Tokio. Lily demonstrates how you can spawn background tasks to manage independent network streams, and use tokio::select! to concurrently poll tasks which require a shared state. The lessons learned here can be applied generally to all kinds of asynchronous coding challenges in Rust.
From the author of Refactoring to Rust.

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2,4 MB – epub, mobi, azw3

Beschreibung:

Melanie macht mit ihrer besten Freundin Lizzy Urlaub in den Ardennen. Allerdings ist auch Dominique dabei, die ständig die Zweisamkeit der Freundinnen aufmischt. Dominiques Vater hat die einsame Hütte im Wald vor Kurzem erst gekauft – der perfekte Ort, um Alkohol zu trinken und Party zu machen. Doch in der unscheinbaren Hütte wurden vor einigen Jahren vier Mädchen beinahe ermordet. Und Melanie fragt sich, ob der Mörder vielleicht immer noch auf der Lauer liegt …

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