Online Courses Catalog

Duke University

Learn how to apply Machine Learning Operations (MLOps) to solve real-world problems. The course covers end-to-end solutions with Artificial Intelligence (AI) pair programming using technologies like GitHub Copilot to build solutions for machine learning (ML) and AI applications. This course is for people working (or seeking to work) as data scientists, software engineers or developers, data analysts, or other roles that use ML. By the end of the course, you will be able to use web frameworks (e

IBM

Showcase your DevOps and Software Engineering skills with this hands-on Capstone project! In this course you will apply the skills and techniques you have learned as part of the previous courses in the Professional Certificate. During the project you will develop, test, deploy, monitor, and enhance a secure microservices-based application on Cloud, over the course of several sprints. You’ll develop an Agile plan by developing user stories and a Kanban board using ZenHub and GitHub. This plan w

DeepLearning.AI

Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. This second course teaches you how to run your machine learning models in mobile applications. You’ll learn how to prepare models for a lower-powered, battery-operated devices, then execute models on both Android and iOS platforms. Finally, you’ll explore how to deploy on e

ISAE-SUPAERO

This course is devoted to the dynamic implementation of continuous structural elements vs discrete models. The matrix representation and implicit solution of Lagrange’s equation are at the heart of this approach, in the framework of conservative structural systems, with Gaussian modes. The prototype of the continuous element being the prismatic beam - as an illustration, but with general value - and the implicit model/solution leads to the major place of natural eigenshapes in vibration and sh

Microsoft

Did you know developers using AI coding tools like GitHub Copilot are significantly more productive and make fewer errors? Join along in this course and become a more efficient and productive developer with the power of AI at your fingertips. This Short Course is designed to equip developers with the skills to effectively use GitHub Copilot in Visual Studio Code, streamlining their coding process. By mastering Copilot, you'll write code faster and with greater accuracy, directly enhancing your

University of Amsterdam

This course is developed to improve the effectiveness of laboratory classes in higher education. It aims to support teachers to improve their teaching skills for active learning in university science laboratory courses. It will show you how laboratory sessions can differ with respect to their aim and expected learning outcomes, how to engage students for learning and how to cope with their different levels of pre-knowledge and experience and probe their understanding. Last but not least it will

Imperial College London

Compartmental modelling is a cornerstone of mathematical modelling of infectious diseases and this course will introduce some of the basic concepts in building compartmental models, including how to interpret and represent rates, durations and proportions. You'll learn to place the mathematics to one side and concentrate on gaining intuition into the behaviour of a simple epidemic, and be introduced to further basic concepts of infectious disease epidemiology, such as the basic reprodu

EDUCBA

Welcome to the Advanced IoT Security and Management Course! Throughout this comprehensive journey, participants will delve into the intricacies of securing and managing Internet of Things (IoT) devices and systems. From understanding fundamental IoT security principles to mastering advanced predictive analysis techniques, each module offers a deep dive into critical aspects of IoT security and management. Participants will explore secure device provisioning, network architecture design, applicat

Google Cloud

In this second installment of the Dataflow course series, we are going to be diving deeper on developing pipelines using the Beam SDK. We start with a review of Apache Beam concepts. Next, we discuss processing streaming data using windows, watermarks and triggers. We then cover options for sources and sinks in your pipelines, schemas to express your structured data, and how to do stateful transformations using State and Timer APIs. We move onto reviewing best practices that help maximize your p

Kennesaw State University

This course offers seasoned and up-and-coming leaders a clear, concise overview of the challenges of organizational leadership and practical strategies for improving as leaders. The lessons are structured around essential leadership responsibilities, including defining leadership, understanding what it is not, and understanding how to construct a leadership framework utilizing the elements of the 4D Leadership Development Framework. In addition, articles, self-evaluation forms, discussion post

University of Maryland, College Park

For product leaders, creating new new products and improving existing products are imperatives for success. Maturing technologies and aging product portfolios are requiring companies to discover, develop, and deliver products that customers love. This course is focused on the first step of this journey, identifying and evaluating new product opportunities. This course is primarily aimed at professionals who are inspired, or tasked, to develop and lead products. This include aspiring and activ

IBM

Learn one of the most popular front-end frameworks, JavaScript React, in this hands-on course. Take the next step in your web development journey by learning how to build client-side user interfaces. You will develop these front-ends using components, the modular building blocks of React applications. You will learn about component composition to create rich functionality with features such as props, hooks, states, and event handling. You will explore component lifecycles and how to pass data

Google Cloud

This course empowers you to develop scalable, performant LookML (Looker Modeling Language) models that provide your business users with the standardized, ready-to-use data that they need to answer their questions. Upon completing this course, you will be able to start building and maintaining LookML models to curate and manage data in your organization’s Looker instance.

IBM

In a recent Stack Overflow survey, Node.js was used by about 50% of the developers who answered the survey, making it the most used server-side technology. Express ranked as the fourth most popular web technology overall, making it the most popular server-side web framework. In this course, you will focus on Node.js and Express. Specifically, you will - develop applications using asynchronous callbacks and promises - create REST APIs and perform CRUD operations - implement authentication

IBM

Working with databases is a key skill for developers, especially those in Back-End, Full Stack, and DevOps roles. This course will teach you the fundamentals of relational databases and how to access them from your applications. Some of the essential application development tasks include accessing, processing, and presenting data. Data is stored in various databases, either on-premise or on the cloud, and developers will need to learn how to talk to them via programming languages. In this c

Google Cloud

In this course, you learn the fundamentals of application development on Google Cloud. You learn best practices for cloud applications, and how to select compute and data options to match your application use cases. You're introduced to generative AI and how it's used to help build applications. You learn about authentication and authorization, application deployment, continuous integration and delivery, and monitoring and performance tuning for your applications running in Google Cloud. Using l

Google Cloud

This course introduces the Cloud Run serverless platform for running applications. In this course, you learn about the fundamentals of Cloud Run, its resource model and the container lifecycle. You learn about service identities, how to control access to services, and how to develop and test your application locally before deploying it to Cloud Run. The course also teaches you how to integrate with other services on Google Cloud so you can build full-featured applications.

LearnQuest

This course introduces the concepts of Artificial Intelligence and Machine learning. We'll discuss machine learning types and tasks, and machine learning algorithms. You'll explore Python as a popular programming language for machine learning solutions, including using some scientific ecosystem packages which will help you implement machine learning. Next, this course introduces the machine learning tools available in Microsoft Azure. We'll review standardized approaches to data analytics and

Google Cloud

In many IT organizations, incentives are not aligned between developers, who strive for agility, and operators, who focus on stability. Site reliability engineering, or SRE, is how Google aligns incentives between development and operations and does mission-critical production support. Adoption of SRE cultural and technical practices can help improve collaboration between the business and IT. This course introduces key practices of Google SRE and the important role IT and business leaders play i

LearnKartS

Welcome to the Risk Strategy and Planning Course! This course covers first domain of PMI-RMP® Exam Content Outline (ECO)-2022. Take control of uncertainties and drive project success with the Risk Strategy and Planning course, an integral part of the PMI-RMP® (Risk Management Professional) specialization. This course equips learners with the knowledge and tools required to craft comprehensive risk strategies, manage uncertainties, and build a risk-resilient organization. In this course,

IBM

Get ready to power up your resume with the GenAI development skills employers need. During this course you’ll explore core prompt engineering strategies—like in-context learning and chain-of-thought—and create and manage robust prompt templates. Plus, you’ll follow best practices to handle common errors and experiment with different LLMs and configurations to strengthen your outputs. You’ll then dive deeper into LangChain, mastering chains, tools, and agents to create smarter, more responsive

University of Michigan

This third course in the XR for Everybody specialization is geared toward the technical development of XR experiences. The course provides learners with a more technical mental model of XR technologies and the tools to approach XR development with confidence. It walks through the stages of development for both VR and AR projects, introducing the main XR development platforms as well as the key methods and tools. This third course also helps learners infer advanced XR requirements from physical/d

Google

This is the sixth course in the Google Cybersecurity Certificate. Learners will focus on incident detection and response. They will learn what defines a security incident and explain the incident response lifecycle, including the roles and responsibilities of incident response teams. Learners will analyze and interpret network communications to detect security incidents using packet sniffing tools to capture network traffic. By assessing and analyzing artifacts, learners will explore the inciden

Google Cloud

Wow, you’re already on the fourth course of the Google Cloud Cybersecurity Certificate. Sharpen your security senses as you learn about log retention policies, intrusion detection and prevention systems, and the intricacies of monitoring and alerts. Learn how to effectively manage and respond to security incidents through business continuity and disaster recovery. Happy learning!