Catalog Search Results
Author
Pub. Date
2023.
Language
English
Description
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...
Pub. Date
2023.
Language
English
Description
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...
Pub. Date
2023.
Language
English
Description
Climate disaster is looming, and the day of reckoning is here. Businesses can no longer afford to ignore their part in the changing climate. Environmental sustainability is now a top strategic priority for IT teams, and for good reason. Greener computing practices are not only good for the planet but can also be a driver of cost-efficiency and innovation. The leading cloud providers have all pledged to decarbonize their data centers and use renewable...
Pub. Date
[2023]
Language
English
Description
Introduction to MLflow for MLOps Learn how to use MLflow for managing the machine learning lifecycle. Track experiments, package models, and deploy to production. In this course you'll learn how to use MLflow - an open source platform for managing the machine learning lifecycle. You'll learn how to: Install MLflow and explore its components like the UI, tracking, and model packaging Log metrics, parameters, and artifacts to track ML experiments Create...
Pub. Date
2023.
Language
English
Description
Databricks Certified Data Engineer Associate Course 1: Databricks Lakehouse Platform Description Learn foundational Databricks capabilities including compute, storage, notebooks, and jobs to build scalable data solutions. Learning Objectives Create clusters and configure runtime environments Perform exploratory analysis with notebooks Schedule and monitor multi-task workflows Course 2: Databricks SQL Description Master Spark SQL for reading, transforming,...
Pub. Date
2023.
Language
English
Description
The Certified Blockchain Security Professional program provides existing internet and software security professionals with a depth of knowledge in blockchain technology, security vulnerabilities and the risk mitigations necessary for the launch and longevity of a blockchain application. What you'll learn and how you can apply it By the end of this course, you'll understand: Security programming basics Basic blockchain security and how to distinguish...
Pub. Date
2023.
Language
English
Description
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...
Pub. Date
[2023]
Language
English
Description
Snowflake is a cloud-based data platform designed to handle and analyze large volumes of data efficiently and effectively. It provides a fully-managed and scalable infrastructure, making it easy to store, manage, and process data in a cost-effective manner. Snowflake supports various data types, including structured, semi-structured, and unstructured data for a wide range of use cases. The course covers topics to advance your knowledge and skills...
Pub. Date
2023.
Language
English
Description
"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...
Pub. Date
[2023]
Language
English
Description
Snowflake is a cloud-based data warehousing platform. It separates storage and computing, enabling fast and scalable analytics. Its architecture, ease of use, and SQL support make it popular for data management, efficiently processing large volumes of data, and enabling data-driven insights. In this introductory Snowflake course, we will explore the key concepts and functionalities of the cloud-based data warehousing platform. We will learn the basics...
Pub. Date
[2023]
Language
English
Description
Join us for a special conversation with Sam Newman and Gaurav Sen, founder and CEO of InterviewReady. They'll chat about system design and the system design interview, including how to prepare for the interview as a candidate and how to evaluate candidates correctly, as well as the competencies that are most important to test in an interview. You'll also hear what they think about the possibility of automated judges for system design interviews. This...
Pub. Date
2023.
Language
English
Description
"This course is tailored for those who aim to master the art of building robust authentication systems. From the rudimentary setup of your development environment through to the intricate nuances of backend and frontend integration, you'll find it all. You begin by laying the groundwork with React js and Tailwind CSS, creating templates that set the tone for a sleek, modern application. As you progress, the course introduces you to React's dynamic...
Pub. Date
2023.
Language
English
Description
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...
Pub. Date
2023.
Language
English
Description
The Hedera Hashgraph Enterprise Strategist program allows non-technical students and working professionals to demonstrate the knowledge required to orchestrate client applications and smart contracts leveraging Hedera Hashgraph. Your introduction to Distributed Ledger Technology (DLT) technology allows you to see how this technology could impact business, operation models, and solution integration. What you'll learn and how you can apply it By the...
15) Network basics
Pub. Date
2023.
Language
English
Description
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.
Pub. Date
2023.
Language
English
Description
Welcome to this course, where we demystify the realm of blockchain and programming, tailored for beginners. We kick off by unraveling the basics of blockchain, seamlessly transitioning into programming to ensure that even newcomers grasp the essentials. As we journey deeper, we delve into advanced topics such as Layer-2 blockchains and the intricacies of Ethereum. Navigate through practical insights into essential blockchain components using tools...
Pub. Date
2023.
Language
English
Description
"This course seamlessly interweaves foundational knowledge with hands-on coding challenges to ensure a thorough grasp of the subject. Start with an introduction to DSA's significance, and then immerse yourself in hands-on exercises like ""Hello World"" to ease into the coding mindset. Delve deeper as you explore arrays, manipulating strings, solving common challenges. Further on, refine your coding finesse as you navigate through hash tables, maps,...
Pub. Date
2023.
Language
English
Description
Positioned at the intersection of business, design, and technology, product management has emerged as one of the most critical business roles of the 21st century. But what does a product manager actually do? What impact can a great product manager have on an organization? And why do we need product managers in the first place? This video covers the fundamentals of product management--what it is, who does it, why it matters, and how to do it well....
Pub. Date
2023.
Language
English
Description
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...
Pub. Date
2023.
Language
English
Description
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...
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