The Real-World Machine Learning Tutorial - Printable Version +- Softwarez.Info - Software's World! (https://softwarez.info) +-- Forum: Library Zone (https://softwarez.info/Forum-Library-Zone) +--- Forum: Video Tutorials (https://softwarez.info/Forum-Video-Tutorials) +--- Thread: The Real-World Machine Learning Tutorial (/Thread-The-Real-World-Machine-Learning-Tutorial)

The Real-World Machine Learning Tutorial - OneDDL - 09-15-2025 Free Download The Real-World Machine Learning Tutorial Released 9/2025 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 45 Lessons ( 4h 3m ) | Size: 622 MB This is how you build end-to-end ML products & help top startups and enterprises solve their business problems. What's inside? 01 From business to ML Understand the business problem ? Learn how to translate a business problem into a Machine Learning problem. Understand the 4 steps to go from raw data to a fully working ML solution, and not just a prototype. 02 Data preparation Transform raw data into ML data Learn the steps to go from raw data to (features and target) data for supervised ML. Build a robust data pipeline with Python, to fetch, validate, transform, and generate training data. 03 Model prototyping Experimentation and model training Learn to create quick and powerful model baselines. Iteratively build better ML models with feature engineering and boosting trees. Optimize model hyper-parameters to squeeze all the juice from the data. 04 Model operationalization Deployment and Monitoring using MLOps best practices Transform your ML model prototype into a fully working real-world batch-scoring system using a Feature Store and GitHub actions. Build this frontend dashboard to show live predictions Build this monitoring system Who is it for? You've trained an ML model before ? If you know how to prepare data and train a model in a notebook, but don't know how to turn it into a complete ML service, this tutorial is for you. You want to go one step further ? If you want to learn how to design, implement and deploy a Machine Learning solution, from A to Z, this tutorial is for you. You want to Land an ML Engineer Job ? If you wanna master the 4 steps, that transform any business problem into an ML solution, this tutorial is for you. Homepage [To see links please register or login] Recommend Download Link Hight Speed | Please Say Thanks Keep Topic Live [To see links please register or login] No Password - Links are Interchangeable