No-Code Data Science with KNIME
This course gives you hands-on access to KNIME, a free, open-source, no-code data science platform used to build real machine learning and generative AI solutions without writing a single line of code. You will learn to install KNIME, navigate its visual Workflow Editor, and connect nodes to read, clean, and transform data, building the same core data preparation skills used in professional analytics teams. From there, you will build and evaluate classification models using decision trees, confusion matrices, and ROC curves, all through drag-and-drop workflows. You will compare multiple model
Skills you'll learn
We may earn a commission if you enroll through our links — it never affects the price you pay.
Similar courses
Sustainable Cloud Development
This course teaches how to design and optimize cloud workloads that reduce environmental impact without compromising performance or scalability. You will learn sustainable strategies essential for modern cloud and GenAI-driven systems. Throughout the course, you will analyze carbon footprint, optimize resource consumption, and apply cost-efficient architectural patterns to real implementations. These skills will help you meet sustainability goals while improving operational outcomes. Hands-on examples and real-world cloud architectures connect sustainability principles directly to practical
All levels
Introduction to Image Generation
This course introduces diffusion models, a family of machine learning models that recently showed promise in the image generation space. Diffusion models draw inspiration from physics, specifically thermodynamics. Within the last few years, diffusion models became popular in both research and industry. Diffusion models underpin many state-of-the-art image generation models and tools on Google Cloud. This course introduces you to the theory behind diffusion models and how to train and deploy them on Vertex AI.
All levels
GPT Vision: Seeing the World through Generative AI
Imagine a world where your photos don't just capture memories, but also become intelligent assistants, helping you navigate and manage daily tasks. Welcome to "GPT Vision: Seeing the World Through Generative AI", a course designed to revolutionize how you interact with the world around you through the lens of Generative AI and photos. In this course, you will learn to how take a picture of anything and turn it into: - a recipe - a shopping list - DIY plans to make it - a plan to reorganize it - a description for a social media post - organized text for your notes or an email - an expense re
All levels
Data Cleaning with Python for Finance
This course guides you through the process of transforming raw financial data into a clean, trustworthy dataset using Python and pandas. You’ll begin by exploring how to load data into a notebook environment and conduct quick inspections to identify structural issues, formatting inconsistencies, unusual numeric patterns, and missing values. Building on these observations, you’ll apply essential cleaning techniques used by analysts every day—fixing data types, standardizing text categories, resolving or documenting missingness, and removing duplicates. Through guided walkthroughs, hands-on prac
All levels