Model Deployment Courses and Certifications

Code a Discord Chat Bot That Talks Like Your Favorite Character - Tutorial

Create an AI-powered Discord chat bot that mimics your favorite character's speech patterns using Python or JavaScript, with step-by-step guidance on data collection, model training, and deployment.

• freeCodeCamp
• Self-Paced
• Free Video

Intermediate ML: TensorFlow on Google Cloud

Learn to build, train, and deploy custom TensorFlow models on Google Cloud, from image classification to distributed computing, enhancing your ML skills beyond predefined models.

• Google Skills
• 3 hours 30 minutes
• Self-Paced
• Paid Course

End-to-End Machine Learning Project: From EDA to MLOps Integration

Master AI and MLOps through hands-on EDA, feature engineering, model implementation, and integration of tools like ZenML & MLflow for experiment tracking and deployment.

• freeCodeCamp
• 2 hours 48 minutes
• Self-Paced
• Free Video

DeepSeek-R1: A Beginner's Guide to Implementation and Deployment

Master DeepSeek-R1's reinforcement learning capabilities and implementation through hands-on exploration of its architecture, deployment options via Ollama, LMStudio, and Hugging Face Transformers for practical applications.

• freeCodeCamp
• 1 hour 31 minutes
• Self-Paced
• Free Video

Generative AI Essentials - Complete Development and Implementation Course

Master the complete generative AI development lifecycle, from fundamental concepts to advanced implementations including prompt engineering, deployment, RAGs, and AI agents for cloud-based applications.

• freeCodeCamp
• 22 hours 54 minutes
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

Digital Classroom - Practical Data Science with Amazon SageMaker

Dive into practical machine learning with Amazon SageMaker, mastering data preparation, model training, evaluation, and deployment through hands-on labs and real-world scenarios on AWS.

• AWS Skill Builder
• 8 hours
• Self-Paced
• Paid Course

Develop Custom Object Detection Models with NVIDIA and Azure Machine Learning

Learn to create custom object detection models using Azure Machine Learning and NVIDIA. Covers workspace setup, data labeling, AutoML training, and deployment to NVIDIA Triton Inference Server for efficient GPU-accelerated inference.

• Microsoft Learn
• 2 hours 25 minutes
• Self-Paced
• Free Online Course

Amazon Web Services;  Amazon

Introduction to Amazon SageMaker (Deutsch)

Entdecken Sie die Grundlagen von Amazon SageMaker und lernen Sie, wie Sie Machine Learning-Modelle effizient erstellen, trainieren und bereitstellen können, mit Fokus auf Notebooks, Training und Hosting.

• AWS Skill Builder
• 13 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Introduction to Amazon SageMaker (Português)

Explore os fundamentos do Amazon SageMaker para criar, treinar e implantar modelos de machine learning de forma eficiente, com foco em notebooks, treinamento e hospedagem.

• AWS Skill Builder
• 13 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

[RETIRING] Exam Prep Standard Course: AWS Certified Machine Learning Engineer - Associate (MLA-C01 - English)

Master AWS machine learning engineering with comprehensive exam preparation for the MLA-C01 certification, covering data preparation, model development, deployment, and monitoring on AWS.

• AWS Skill Builder
• 5 hours 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

[RETIRING] Exam Prep Enhanced Course: AWS Certified Machine Learning Engineer - Associate (MLA-C01 - English)

Master AWS Certified Machine Learning Engineer exam preparation with comprehensive coverage of data preparation, model development, deployment, and monitoring on AWS Cloud, enhancing your skills for certification success.

• AWS Skill Builder
• 12 hours 45 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Digital Classroom - MLOps Engineering on AWS

Dive into MLOps Engineering on AWS, extending DevOps methodologies to build, train, and deploy machine learning models with focus on automation, monitoring, and maintaining model integrity in production environments.

• AWS Skill Builder
• 1 day
• Self-Paced
• Paid Course

Explore watsonx.ai's data science and MLOps capabilities through hands-on labs covering platform navigation, data access, no-code solutions, and model deployment.

• IBM Training
• 4 hours
• Self-Paced
• Free Online Course

Discover SAP's Generative AI Hub through AI Launchpad, orchestration services, and document grounding for enhanced LLM prompt management and RAG search implementation.

• SAP Learning
• 1 week 6 days 9 hours 13 minutes
• Self-Paced
• Free Online Course

Demystify AI and OpenVINO Toolkit

Explore AI fundamentals and learn to optimize and deploy AI models using Intel's OpenVINO™ Toolkit through this free Cisco Networking Academy module.

• Cisco Networking Academy
• Self-Paced
• Free Certificate