No-Code Data Science and Machine Learning

About this course

This specialization is designed to give you a complete, structured pathway to master data science and machine learning — from building no-code data pipelines in KNIME to training visual ML models in Orange to deploying AutoML solutions on Google Vertex AI. Each course is built around step-by-step instructor video demonstrations that you follow along on your own setup — pausing, replaying, and practicing every technique at your own pace across three project-driven courses: Build Your First No-Code Data Workflow: Collect, clean, transform, and explore data using KNIME Analytics Platform. Applied Machine Learning Without Coding: Build, evaluate, and tune regression and classification models visually using Orange Data Mining. AutoML: Build ML Models without Code: Train, deploy, and monitor production-ready ML models for structured data, vision, and NLP using Google Vertex AI. By the end of this specialization, you'll design complete no-code ML pipelines, evaluate predictive models, deploy cloud-based predictions, and integrate ML outputs into real business tools — all without writing a single line of code.