Model Evaluation Courses and Certifications

Decision Trees, Random Forests, AdaBoost & XGBoost in Python

1039 ratings at Udemy

Decision Trees and Ensembling techniques in Python. How to run Bagging, Random Forest, GBM, AdaBoost & XGBoost in Python

• Udemy
• 7 hours 20 minutes
• On-Demand
• Paid Course

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français

Découvrez les techniques essentielles d'évaluation des modèles d'IA prédictive et générative avec Vertex AI, en maîtrisant les métriques, méthodologies et bonnes pratiques pour des résultats fiables.

• Coursera
• 1 hour 47 minutes
• On-Demand
• Paid Course

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch

Entdecke grundlegende Tools und Best Practices zur Bewertung von KI-Modellen mit Vertex AI. Lerne Bewertungsmethoden für prädiktive und generative Modelle kennen und implementiere robuste Evaluierungsprozesse.

• Coursera
• 1 hour 47 minutes
• On-Demand
• Paid Course

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Português Brasileiro

Explore técnicas avançadas de avaliação de modelos de IA generativa e preditiva usando Vertex AI, com foco em métricas, metodologias e práticas para garantir resultados confiáveis em produção.

• Coursera
• 1 hour 47 minutes
• On-Demand
• Paid Course

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文

掌握使用 Vertex AI 评估生成式和预测式 AI 模型的基本工具和方法，学习如何实施有效的评估流程以确保机器学习系统的可靠性和准确性。

• Coursera
• 1 hour 47 minutes
• On-Demand
• Paid Course

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版

Dive into MLOps評価手法を学び、Vertex AIを使用して生成AIと予測AIモデルの信頼性と性能を最適化するための実践的なツールとベストプラクティスを習得。

• Coursera
• 1 hour 47 minutes
• On-Demand
• Paid Course

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español

Domina la evaluación de modelos de IA generativa y predictiva con Vertex AI, explorando métricas, metodologías y mejores prácticas para garantizar sistemas confiables y de alto rendimiento.

• Coursera
• 2 hours 25 minutes
• On-Demand
• Paid Course

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia

Delve into essential tools, techniques, and best practices for evaluating generative and predictive AI models using Vertex AI, focusing on metrics, methodologies, and implementation strategies for reliable ML systems.

• Coursera
• 1 hour 42 minutes
• On-Demand
• Paid Course

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文

深入瞭解 Vertex AI 平台上的模型評估技術，掌握生成式和預測式 AI 模型的評估方法、指標選擇及最佳實務，建立可靠且高效能的機器學習系統。

• Coursera
• 1 hour 47 minutes
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.4 Análise de desempenho de modelo (Português) | AWS ML Engineer Associate 2.4 Analyze Model Performance (Portuguese)

Aprenda técnicas avançadas de avaliação e otimização de modelos de ML, incluindo métricas, depuração e interpretabilidade, utilizando serviços AWS como SageMaker Clarify e Debugger.

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.4 Analyze Model Performance (Japanese)

MLモデルのパフォーマンス分析手法を学び、分類・回帰問題の評価指標、コンバージェンス問題の特定、再現性のある実験方法、SageMakerツールを用いたインサイト獲得について習得します。

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• Paid Course

MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어

Dive into MLOps 모델 평가 기술을 배우고 Vertex AI를 활용하여 생성형 AI와 예측형 AI 모델의 성능을 최적화하는 실용적인 방법을 습득하세요.

• Coursera
• 1 hour 47 minutes
• On-Demand
• Paid Course

AI for Medical Prognosis

799 ratings at Coursera

In this course, you will build risk models and survival estimators for heart disease using statistical methods and a random forest predictor to determine patient prognosis.

• Coursera
• 1 day 5 hours 44 minutes
• On-Demand
• Paid Course

Quantifying Relationships with Regression Models

23 ratings at Coursera

Explore linear regression for measuring variable relationships. Learn to create, interpret, and evaluate bivariate and multivariate models, including binary dependent and interactive models. Develop skills to critically analyze regression analyses.

• Coursera
• 11 hours 13 minutes
• On-Demand
• Paid Course

Securing AI and Advanced Topics

21 ratings at Coursera

Explore AI-based cybersecurity, from fraud detection to adversarial attacks. Gain hands-on experience with GANs, reinforcement learning, and model optimization to address real-world security challenges.

• Coursera
• 15 hours 31 minutes
• On-Demand
• Paid Course