Explore learning content

Results

• Technology

  Intermediate

  Debug ML Code: Fix, Trace & Evaluate

  Machine learning systems fail in ways that traditional software does not—data changes, schema mismatches, and model assumptions all create unique bugs. This course teaches you how to trace, fix, and validate these issues using a structured debugging workflow. You’ll write targeted unit tests, interpret stack traces and logs, patch defects, and confirm resolutions through regression testing. Each lesson includes concise videos, practical readings, hands-on work, and a realistic ungraded lab. By the end, you’ll know how to diagnose ML failures quickly, prevent regressions, communicate your fixes clearly, and build more reliable ML codebases.

  View details: Debug ML Code: Fix, Trace & Evaluate
• Technology

  Intermediate

  Palo Alto Networks Security Operations Fundamentals

  In this Security Operations Fundamentals course you will gain an understanding of Security Pperations (SecOps) and the role it plays in protecting our digital way of life, for businesses and customers. You will focus on continuous improvement processes to collect high-fidelity intelligence, contextual data, and automated prevention workflows that quickly identify and respond to fast-evolving threats. The course also demonstrates how to leverage automation to reduce strain on analysts and execute the Security Operation Center’s (SOC) mission to identify, investigate, and mitigate threats.

  View details: Palo Alto Networks Security Operations Fundamentals
• Technology

  Beginner

  생성형 AI: 기본 개념 이해

  생성형 AI: 기본 개념 이해'는 생성형 AI 리더 학습 과정의 두 번째 과정입니다. 이 과정에서는 생성형 AI의 기본 개념을 이해하기 위해 AI, ML, 생성형 AI의 차이점을 살펴보고 다양한 데이터 유형에서 생성형 AI로 어떻게 비즈니스 과제를 해결할 수 있는지 알아봅니다. 파운데이션 모델의 제한사항과 책임감 있고 안전한 AI 개발 및 배포의 주요 과제를 해결할 수 있도록 Google Cloud 전략에 관한 인사이트도 제공합니다.

  View details: 생성형 AI: 기본 개념 이해
• Technology

  Intermediate

  Optimize ML Dev: Version, Reproduce, and Save

  Modern ML teams don’t just build models—they build reliable, reproducible, and cost-efficient workflows. In this course, you’ll learn the core development skills that make ML projects scale in real engineering environments. You’ll practice managing experiments with clean Git branching strategies, creating fully reproducible environments using Poetry, and monitoring CPU, GPU, and memory usage to avoid failures and control cloud costs. Through videos, hands-on activities, and a guided lab, you’ll version notebooks and artifacts, lock dependencies for stable builds, and analyze resource logs from VS Code Remote to prevent OOM events and runaway grid searches. By the end, you’ll be able to structure ML codebases more effectively, deliver reproducible experiments to teammates, and run cost-aware training workflows that fit both performance and budget constraints.

  View details: Optimize ML Dev: Version, Reproduce, and Save
• Technology

  Beginner

  Organización y coreografía de servicios en Google Cloud

  En este curso, se te presentarán las aplicaciones basadas en eventos y se te enseñará a usar la organización y coreografía de servicios para coordinar microservicios. A través de lecciones y labs prácticos, aprenderás a usar Workflows, Eventarc, Cloud Tasks y Cloud Scheduler para crear aplicaciones de microservicios en Google Cloud.

  View details: Organización y coreografía de servicios en Google Cloud
• Technology

  All levels

  Amazon Aurora Primer

  This course introduces you to Amazon Aurora, the service that provides open-source database compatibility for AWS customers. This course introduces you to the service and its core features and capabilities. You will see how this service integrates with other AWS services and be introduced to important terminology and technology concepts. The course includes a demonstration of Aurora and provides an assessment to help you gauge how well you understand the concepts covered.

  View details: Amazon Aurora Primer
• Business

  All levels

  Grow Your Business with Goldman Sachs 10,000 Women

  This free online course is one of 10 courses available in the Goldman Sachs 10,000 Women collection, designed for entrepreneurs ready to take their business to the next level. In this course you will gain the skills that will help you to plan how to best grow your business in future. You will learn how to identify business opportunities, and select the one which is the most progressive and forward-looking, assessing its feasibility. You will also be introduced to the Business Growth Plan (BGP), a strategic tool that will help you identify your business objectives and guide your business’s growth. If you choose to take all 10 free online courses, the BGP will be your key takeaway from Goldman Sachs 10,000 Women. The 10,000 Women course collection offers a truly flexible online learning experience. You have the freedom to approach the program in any way that works for you – take any course, or combination of courses, to tailor your learning journey to your individual business growth needs. If you choose to take all 10 courses, you will explore all the key elements of your business and develop a thorough plan for your business’s growth. Find out more about the Goldman Sachs 10,000 Women collection in the FAQs.

  300 min

  View details: Grow Your Business with Goldman Sachs 10,000 Women
• Technology

  Beginner

  Object-Oriented Programming in Python

  In this project, you will gain hands-on experience working with classes in Python to model real-world objects and systems. By the end, you will be able to utilize key object-oriented programming principles like inheritance and polymorphism. We will build an interactive boxing match simulation using Python classes to represent different fighters. You will learn how to define class attributes, instantiate object instances, and customize behaviors through methods. The concepts covered translate to building all types of apps.

  120 min

  View details: Object-Oriented Programming in Python
• Technology

  Intermediate

  Introduction to Docker and Containers

  Docker containers have become the most common part of the process of packaging up and deploying applications. Large-scale technology giants such as Amazon, Google, and Microsoft rely on them so developers need to understand how to use containers. A Docker container is a lightweight, standalone, executable package of software that includes everything needed to run an application: code, runtime, system tools, system libraries and settings. Docker streamlines the development lifecycle by allowing developers to work in standardized environments using local containers which provide your applications and services. Containers are great for continuous integration and continuous delivery (CI/CD) workflows. In this course, Noureddin introduces Docker and containerization technology, why it is useful, and what the clear benefits are. He covers how to install Docker, how to run containers successfully, and how to professionally containerize applications with Dockerfile. This course offers a glimpse into real-world applications to show how the containerization and deployment process work.

  180 min

  View details: Introduction to Docker and Containers
• Technology

  Intermediate

  Manage Confluence Users

  Manage Confluence Users is an intermediate-to-advanced course for IT managers and administrators responsible for secure, compliant, and cost-effective collaboration environments. Learners are expected to be familiar with Confluence and basic administrative concepts. As Confluence becomes central to documentation and planning, managing user access and licenses correctly is essential to reducing risk and controlling costs. In this course, learners focus on two core aspects of Confluence administration. They configure user and group permissions to meet project needs while protecting sensitive content using scalable access strategies. They also audit user activity, review logs, identify inactive accounts, and take action to maintain compliance and recover unused licenses. Through videos, readings, hands-on activities, Coach-guided reflection, and a graded task, learners practice real administrative workflows such as user onboarding, permission management, activity auditing, and license optimization. By the end of the course, learners are prepared to manage Confluence users confidently and make data-driven decisions that improve security and operational efficiency.

  View details: Manage Confluence Users
• Technology

  Intermediate

  Advanced Healthcare Analytics

  Take your healthcare analytics and machine learning skills to the next level! Advanced Healthcare Analytics brings together neural networks, deep learning imaging models, and clinical natural language processing (NLP) to solve high-value problems in modern healthcare. You will explore architectures for clinical prediction, apply convolutional neural networks to medical imaging, and use domain-specific text models for clinical notes. The course also covers responsible AI for safe, ethical deployment, including chatbots and LLM-powered tools. Using datasets representative of electronic health records, radiology studies, and provider documentation, you will build practical skills through labs in imaging and NLP. In the final project, you will build and evaluate a binary disease prediction model using structured clinical data and compare Logistic Regression with a neural network to interpret performance on the same dataset. You will also learn model evaluation, workflow-integrated decision support, privacy, and safety.

  480 min

  View details: Advanced Healthcare Analytics
• Technology

  Beginner

  Google Cloud에서 컨테이너화된 애플리케이션 개발하기

  이 과정에서는 컨테이너의 개념과 컨테이너 이미지를 빌드하고 패키징하는 방법을 배웁니다. 컨테이너 생성 및 보호를 위한 권장사항을 알아보고 애플리케이션 개발자를 대상으로 Cloud Run 및 Google Kubernetes Engine을 소개합니다.

  View details: Google Cloud에서 컨테이너화된 애플리케이션 개발하기