Learning

Linkedin Learning – Building Serverless Apps with JAMStack and Eleventy

Linkedin Learning – Building Serverless Apps with JAMStack and Eleventy-XQZT
English | Size: 501.57 MB
Category: Tutorial

JavaScript, APIs, and prebuilt markup. It’s called the Jamstack and it’s all you need to build a serverless app. The templating and clean basic architecture make it easier to build applications without reinventing the wheel, while retaining the flexibility you need to handle data from a wide variety of sources. Combined with the static site generator Eleventy you have an even more efficient way to create and deliver serverless apps and websites. In this course, instructor Ray Villalobos takes you through a step-by-step project built with the Jamstack and Eleventy. Learn how to build pages from Eleventy templates and layouts, connect to site data through APIs, use features like shortcodes and filters to inject and update content, and group content in collections. Plus, learn how to use pagination to regroup pages and add navigation with plugins.

Lynda – Building Recommender Systems with Machine Learning and AI UPDATE 20200402

Lynda – Building Recommender Systems with Machine Learning and AI UPDATE 20200402-APoLLo
English | Size: 1.60 GB
Category: Tutorial

Automated recommendations are everywhere: Netflix, Amazon, YouTube, and more. Recommender systems learn about your unique interests and show the products or content they think you’ll like best. Discover how to build your own recommender systems from one of the pioneers in the field. Frank Kane spent over nine years at Amazon, where he led the development of many of the company’s personalized product recommendation technologies. In this course, he covers recommendation algorithms based on neighborhood-based collaborative filtering and more modern techniques, including matrix factorization and even deep learning with artificial neural networks. Along the way, you can learn from Frank’s extensive industry experience and understand the real-world challenges of applying these algorithms at a large scale with real-world data. You can also go hands-on, developing your own framework to test algorithms and building your own neural networks using technologies like Amazon DSSTNE, AWS SageMaker, and TensorFlow.

Packt – Learning the FOSS4G Stack Python for Geospatial

Packt – Learning the FOSS4G Stack Python for Geospatial-XQZT
English | Size: 822.92 MB
Category: Tutorial

If you work in the field of GIS, you’ve probably heard everyone talking about Python, whether it’s Arcpy in ArcGIS or special Python packages for geocoding. In this course, you’ll learn how to write Python code to perform spatial analysis. The course focuses primarily on integrating different spatial libraries within your Python code. With the help of videos, you’ll see how you can solve spatial problems by blending Python code with various packages.

Linkedin Learning – Understanding Organisations and the Role of HR UK

Linkedin Learning – Understanding Organisations and the Role of HR UK-ZH
English | Size: 369.86 MB
Category: Tutorial

The role played by HR is more complex than ever, covering basics such as hiring and payroll, as well as culture, career development, diversity and inclusion, and innovation. To tackle the challenges of the 21st century workplace, every HR professional needs to stay abreast of leading best practices and solutions. This course provides a strategic overview of HR s role in the modern world of work. Instructor Perry Timms dives into the history of people management and the external factors influencing most HR processes and policies. He also describes the talent pipeline, from sourcing and hiring the best candidates to assisting them as their careers develop and evolve. Learn how the structure and culture of the organization affects employee performance and engagement, and how employment law and ethics guide HR decisions. Finally discover how to foster a culture of continuous improvement, where HR evolves with the rest of the business, and explore the future of the HR profession.

Linkedin Learning – Interaction Design Interface

Linkedin Learning – Interaction Design Interface-ZH
English | Size: 170.68 MB
Category: Tutorial

The user interface is a visual display of the underlying computer system and the point of interaction for all users. To increase the product s usability, the appearance and behaviors should be well understood, easy to learn, and pleasing to use. The lessons in this course teach the proper role of color, type, iconography, illustrations, and micro-interactions when building an interface for any system Instructor Diane Cronenwett reviews visual principles such as grouping and hierarchy, explains how and when to use iconography, discusses the importance and impact of color, and shows how to take designs further with illustration and animation. Plus, learn how important usability considerations such as legibility and accessibility should guide your design choices