Courses from 1000+ universities
Class Central experiments with cataloging online courses from California Community Colleges, offering diverse, affordable, and credit-worthy learning opportunities.
600 Free Google Certifications
Communication Skills
Project Management
Web Design
Philosophy, Science and Religion: Religion and Science
Improving Communication Skills
Unlocking Information Security I: From Cryptography to Buffer Overflows
Organize and share your learning with Class Central Lists.
View our Lists Showcase
MLOps challenges in deploying ML models for autonomous factories. Flexible pipelines for easy iteration and deployment. Design patterns and anti-patterns from real-world experiences in building ML pipelines for hundreds of models.
Explore human-machine collaboration in deep learning development with Alexander Wong, Canada Research Chair in AI and Chief Scientist at DarwinAI.
Explora sistemas de recomendación y construye uno desde cero utilizando técnicas de filtrado colaborativo y basado en contenido con Python, aplicado al conjunto de datos MovieLens.
Análisis de los desafÃos persistentes en la implementación de ML en producción, explorando la brecha entre el desarrollo y la implementación efectiva para usuarios finales.
Aprenda a monitorar eficazmente pilhas de aprendizado de máquina, identificando problemas especÃficos e implementando métricas adicionais além dos sinais tradicionais.
Explore deep learning models for fixing software build errors, enhancing development efficiency and reducing costs. Learn about ML4SE and Google's progress in this innovative field.
Aprenda a integrar Docker no ciclo de vida de desenvolvimento de ML, abordando reprodutibilidade, portabilidade e facilidade de implantação em um exemplo prático.
Estrategias para obtener apoyo y demostrar el valor de proyectos de aprendizaje automático en la industria de seguros, más allá de las métricas técnicas tradicionales.
Panorama del ecosistema de IA/ML de China y análisis profundo de sus capacidades en investigación de vanguardia en redes neuronales.
The Algorithm is not Enough: UX Meets Data Science explores the intersection of data science and user experience, emphasizing the importance of integrating both disciplines for effective product development.
Aprenda a medir o ROI de serviços de IA sem testes A/B. Descubra como modelos de aprendizado profundo podem avaliar a contribuição da IA para métricas de negócios importantes, como receita em comércio eletrônico.
Privacy-Preserving Machine Learning: Explore strategic approaches to privacy challenges using federated learning, homomorphic encryption, differential privacy, and more. Learn to balance risk, complexity, and resources.
Practical strategies for ML startups to acquire enterprise customers, from landing the first client to scaling to 50. Covers business model validation and growth hacks for different funding stages.
Aprenda a criar modelos preditivos de tempo contÃnuo usando redes neurais para séries temporais irregulares, desde abordagens simples até modelos de equações diferenciais estocásticas latentes.
Exploración del viaje de IA de Banorte: cómo el equipo de análisis generó ingresos de 3 mil millones de dólares en 5 años, evitando la fatiga transformacional y demostrando un alto ROI en proyectos de IA.
Get personalized course recommendations, track subjects and courses with reminders, and more.