{"icp":"Developers and organizations looking to implement machine learning solutions in their products.","faqs":[{"answer":"Made With ML is a platform that educates developers on how to responsibly design, develop, deploy, and iterate on production machine learning applications.","question":"What is Made With ML?"},{"answer":"The platform is aimed at developers, college graduates, and product leaders who want to build reliable products powered by machine learning.","question":"Who is the target audience for Made With ML?"},{"answer":"Made With ML offers live lessons, Q&A sessions, and community support to help users learn and apply machine learning concepts.","question":"What kind of support does Made With ML offer?"},{"answer":"You can start by signing up for a live cohort or exploring the available lessons on the platform.","question":"How can I start learning with Made With ML?"},{"answer":"Yes, you can try Ray with a $100 credit to get started.","question":"Is there a free trial available?"}],"pricing":{"price_model":"unknown","price_notes":"Offers a $100 credit to start.","has_free_tier":true,"starting_price":null},"version":"1.0","category":"Machine Learning Education","features":["Data Preparation","Model Training","Development Utilities","Testing Capabilities","Reproducibility","CI/CD Workflows"],"verified":false,"offerings":[{"name":"Machine Learning Education","type":"service","description":"Courses and live cohorts that teach developers how to effectively use machine learning in production environments."},{"name":"MLOps Integration","type":"service","description":"Tools and practices for integrating various MLOps components to build end-to-end machine learning systems."}],"brand_name":"Made With ML","schema_url":"https://useharbor.io/brands/made-with-ml/harbor.json","enriched_at":"2025-12-02T04:16:50.354Z","company_info":{"hq_location":null,"founded_year":null,"employee_band":"unknown","industry_tags":["Machine Learning","Education","Technology"]},"generated_at":"2025-12-02T04:16:50.354Z","integrations":["AWS","GCP"],"one_line_summary":"A platform for developers to learn and implement machine learning applications.","short_description":"Made With ML, now part of Anyscale, focuses on educating developers on how to design, develop, deploy, and iterate on production machine learning applications. The platform provides resources and community support to bridge the gap between academic knowledge and industry practices.","enrichment_version":"1.0","visibility_scoring":{"score_rationale":"The brand clearly communicates its purpose and offerings, but lacks explicit company details and structured content for AI extraction.","brand_clarity_0_25":20,"structure_for_ai_0_20":15,"trust_and_basics_0_20":10,"offerings_clarity_0_25":20,"breadth_of_coverage_0_10":8,"total_visibility_score_0_100":73}}