Join host George Anadiotis and guest Beena Ammanath, who is Executive Director of the Global Deloitte AI Institute and leads Trustworthy Tech Ethics at Deloitte, for a discussion about the importance of responsible, ethical, and trustworthy AI. AI systems are built on ever-growing large sets of data and have increasingly complex capabilities, especially those powered by large language models and other generative AI tools. Their potential impact on...

Ensemble machine learning combines the power of multiple machine learning approaches, working together to deliver models that are highly performant and highly accurate. Inside Ensemble Methods for Machine Learning you will find: Methods for classification, regression, and recommendations Sophisticated off-the-shelf ensemble implementations Random forests, boosting, and gradient boosting Feature engineering and ensemble diversity Interpretability and...

"As the course unfolds, you'll navigate the intricate process of constructing API routes for user authentication, where you'll craft a middleware to gracefully handle errors, thereby ensuring a secure and reliable sign-up and sign-in experience. Your skillset will expand as you dive into front-end development, perfecting the user interface, and connecting it to back-end services, resulting in a fully functional sign-up flow. The course advances as...

This course is for people of all backgrounds who want to understand the Algorand Blockchain and demonstrate their ability to effectively coordinate, and lead the building of Algorand blockchain solutions for commercial deployment. What you'll learn and how you can apply it By the end of this course, you'll understand: How to implement business solutions using the Algorand network Algorand Network basics Algorand Protocols and Governance Algorand Services...

The Algorand Developer program allows you to demonstrate the knowledge to develop and maintain client applications and smart contracts using the latest Algorand programming model. Learners will understand Algorand fundamentals. Learners will also gain knowledge of the Algorand network and protocols. What you'll learn and how you can apply it By the end of this course, you'll understand: Algorand Network basics Algorand Protocols and Governance How...

Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.

Adobe Firefly puts the power of AI-generated images, text, and more directly into your creative workflow. In this comprehensive tutorial, teacher and Adobe expert Joseph Labrecque walks you through getting started with Firefly to boost your productivity and spark new creative possibilities. You'll learn how to generate AI art, photos, and text effects using intuitive text prompts. See how to refine and iterate on generations using Firefly's robust...

The Certified Hedera Hashgraph Developer (CHHD) program allows candidates to demonstrate the knowledge to develop and maintain client applications and using the latest Hedera programming model. Learners will gain knowledge of the Hedera network and protocols. Learners will also gain an understanding of the Hedera fundamentals. What you'll learn and how you can apply it By the end of this course, you'll understand: Hedera Network basics Hedera Protocols...

Join us for this edition of O'Reilly Book Club with Maximiliano Contieri, author of Clean Code Cookbook, to learn how to go beyond the concept of clean code to identify improvement opportunities and their impact on production code. Ask questions, learn tricks of the trade, listen to stories, and connect with other readers. What you'll learn and how you can apply it Understand the benefits of clean code and how to detect code smells Learn refactoring...

Large language models have taken the field of natural language processing and other domains of AI application by storm. The introduction of the transformer architecture by Google Brain in 2017 allowed these models to expand beyond individual word processing to the broader contexts of sentences or paragraphs, and the results have been groundbreaking, even renewing debates about the sentience of AI. But while the applications for these models are endless--from...