PluralSight – Building Classification Models with scikit-learn

PluralSight – Building Classification Models with scikit-learn-ViGOROUS
English | Size: 303.18 MB
Category: Tutorial


Perhaps the most ground-breaking advances in machine learning have come from applying machine learning to classification problems. In this course, Building Classification Models with scikit-learn you will gain the ability to enumerate the different types of classification algorithms and correctly implement them in scikit-learn. First, you will learn what classification seeks to achieve, and how to evaluate classifiers using accuracy, precision, recall, and ROC curves. Next, you will discover how to implement various classification techniques such as logistic regression, and Naive Bayes classification. You will then understand other more advanced forms of classification, including those using Support Vector Machines, Decision Trees and Stochastic Gradient Descent. Finally, you will round out the course by understanding the hyperparameters that these various classification models possess, and how these can be optimized. When you’re finished with this course, you will have the skills and knowledge to select the correct classification algorithm based on the problem you are trying to solve, and also implement it correctly using scikit-learn. [Read more…]

PluralSight – Building Applications with React and Redux

PluralSight – Building Applications with React and Redux
English | Size: 941.34 MB
Category: Tutorial


Building Applications with React and Redux By Cory House
Learn how to use React, Redux, React Router, and modern javascript to build an app with React. Use Webpack, Babel, Jest, React Testing Library, Enzyme, and more to build a custom React development environment and build process from the ground up. [Read more…]

PluralSight – Building Your First PyTorch Solution-BOOKWARE-KNiSO

PluralSight – Building Your First PyTorch Solution-BOOKWARE-KNiSO
English | Size: 238.70 MB
Category: Tutorial


This course covers the important practical aspects of installing PyTorch from scratch on a variety of different platforms and getting going with classification and regression models.
[Read more…]

Linkedin Learning WordPress Building Child Themes Updated June 2019-RiDWARE

Linkedin Learning WordPress Building Child Themes Updated June 2019-RiDWARE
English | Size: 269.15 MB
Category: Cisco | Networking | Security


This comprehensive hands-on training course prepares students to install, configure, operate and maintain the Cisco Web Security Appliance (WSA). The course also covers how to configure and deploy Cisco Web Security solutions..
[Read more…]

Linkedin Learning React Building Progressive Web Apps PWAs

Linkedin Learning React Building Progressive Web Apps PWAs-RiDWARE
English | Size: 451.17 MB
Category: Tutorial


Single-page applications may be smooth, quick, and effective but they disappear when the network connection drops. Progressive web apps (PWAs) work offline, enhancing resilience and allowing developers create seamless user experiences that feel like native apps. Learn how to build your own PWAs using React, the flexible front-end framework, in this course with Eve Porcello. Eve explains how to build the PWA component, fetch data, use Lighthouse to validate your app, and add offline capabilities to keep your app running even when the internet is down. Plus, learn how to install your app locally with browsers like Chrome and Safari for iOS [Read more…]

Linkedin Learning Building Resilience as a Leader

Linkedin Learning Building Resilience as a Leader-QUASAR
English | Size: 399.69 MB
Category: Tutorial


Research tells us that resilience is one of the key attributes of successful leaders. Resilience can help you face challenges navigate obstacles, and thrive in your role. But it can also help you lead your team and your business to bigger and better results
In this course, psychologist and executive coach Gemma Leigh Roberts helps you develop a resilient mindset, a resilient team, and a resilient organization, which can weather risk and change. The tips Gemma offers are approachable and actionable designed for busy leaders who need an extra edge to survive and thrive in challenging times [Read more…]

Linkedin Learning Building Apis With Swagger and the Openapi Specification

Linkedin Learning Building Apis With Swagger and the Openapi Specification-BiFiSO
English | Size: 441.72 MB
Category: Tutorial


The Swagger platform offers a rich ecosystem of tools that developers can use to create well-crafted APIs that boast higher adoption rates. Curious about how to leverage Swagger in your workflow? In this course, learn how to build and document high-quality APIs with Swagger and the OpenAPI Specification. After going over the basics of the Swagger ecosystem, instructor Kevin Bowersox shows how to build API definitions that speed up the delivery of APIs using the OpenAPI Specification. He also shows how to create and publish APIs with SwaggerHub, an integrated API development platform. To wrap up, Kevin steps through a hands-on project that shows you how to plan API development for applications. [Read more…]

Packt Building Recommendation Systems With Python

Packt Building Recommendation Systems With Python-JGTiSO
English | Size: 357.47 MB
Category: Tutorial


Learn
Build your own recommendation engine with Python to analyze data
Use effective text-mining tools to get the best raw data
Master collaborative filtering techniques based on user profiles and the item they want
Content-based filtering techniques that use user data such as comments and ratings
Hybrid filtering technique which combines both collaborative and content-based filtering
Utilize Pandas and sci-kit-learn easy-to-use data structures for data analysis
[Read more…]

Pluralsight – Building Games with Unity Services In-app Purchases and Cloud Build-ViGOROUS

Pluralsight – Building Games with Unity Services In-app Purchases and Cloud Build-ViGOROUS
English | Size: 264.08 MB
Category: Tutorial


Whether it’s a AAA game studio or indie publisher, funding and build pipelines always come into play. In this course, Building Games with Unity Services: In-app Purchases and Cloud Build, you’ll acquire the skills needed to implement a virtual store, generate real revenue, and increase the efficiency and speed of your build process. First, you’ll learn how to setup the IAP service in the Unity Editor, create purchasable products, and handle transactions. Next, you’ll dive into configuring your virtual store for different platforms and App Stores, and get a quick look at how IAP Promo ties into Unity Ads. Finally, you’ll use Unity Cloud Build to automate your deployment pipeline and get hands-on practice with custom options and the Cloud Build REST API. When you’re finished with this course, you’ll have a foundational understanding of the In-app Purchase and Cloud Build services and how to incorporate them into your own games. Software required: Unity 2018, Visual Studio. [Read more…]

Linkedin Learning Building a Reactive App with Angular and Spring Boot 2

Linkedin Learning Building a Reactive App with Angular and Spring Boot 2-APoLLo
English | Size: 396.65 MB
Category: Tutorial


Angular is known for building rich, data-driven single page applications (SPAs), while Spring Boot is a popular and powerful framework for back-end development. In this course, Chris Anatalio shows how to take these two enterprise-scale worthy technologies and build a robust, secure full-stack application. Learn how to build an app that uses this reactive Spring stack to create a REST API on the back end, and an Angular front end that leverages that data. After highlighting the benefits of using reactive programming with Angular and Spring, Chris covers using, configuring, and implementing reactive Spring Data; building a reactive Spring Data client-side functionality with Angular; testing; and more. [Read more…]

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