AI Models Courses and Certifications

Pragmatic AI Labs

AWS Generative AI and Foundation Models

Master building generative AI solutions on AWS using Amazon Bedrock, RAG pipelines, Amazon Q Developer, and open-source LLMs, while evaluating trade-offs between managed services and no-code platforms.

• Coursera
• 5 hours
• Self-Paced
• Paid Course

Coursera

Engineer AI Models: Explain, Tune & Experiment

Master AI model engineering through feature tuning, explainability methods like SHAP/LIME, and structured experimentation to transform black box models into trusted, business-ready solutions.

• Coursera
• 2 hours 21 minutes
• Self-Paced
• Paid Course

Coursera

Optimize Deep Learning Models for Peak AI

Master transfer learning, model fine-tuning, and optimization techniques to deploy efficient deep learning models in production environments with balanced accuracy and performance.

• Coursera
• 1 hour 58 minutes
• Self-Paced
• Paid Course

Master evaluation techniques for multimodal AI models while ensuring ethical deployment through bias detection, interpretability assessment, and governance frameworks.

• Coursera
• 2 hours
• Self-Paced
• Paid Course

Coursera

Optimizing AI Workflows and Deploying Edge Models

Master optimizing ML workflows with PyTorch, GPU acceleration, data pipelines, and edge deployment using TensorFlow Lite for real-world AI production environments.

• Coursera
• 7 hours 35 minutes
• Self-Paced
• Paid Course

Coursera

Fine-Tuning and Evaluating Vision AI Models

Master fine-tuning, calibration, and evaluation of vision AI models across classification, detection, and segmentation tasks using transfer learning, AWS pipelines, and post-processing techniques.

• Coursera
• 11 hours 30 minutes
• Self-Paced
• Paid Course

Coursera

Optimize AI: Build Robust Ensemble Models

Unlock advanced ensemble modeling techniques to balance performance with interpretability while mastering statistical validation for production AI systems.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Coursera

Optimize and Deploy Edge AI Models

Master edge AI deployment by evaluating ML models with TensorFlow Lite, analyzing data slices for fairness, and optimizing quantization trade-offs for reliable real-world performance.

• Coursera
• 1 hour 27 minutes
• Self-Paced
• Paid Course

Grounding Gemini Models in Vertex AI

Learn to generate content grounded in your documents using Vertex AI's Gemini models. Explore techniques for enhancing AI outputs with custom data sources.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Coursera

Process Images, Create Captioning AI Models

Master image preprocessing techniques and motion analysis for computer vision, covering normalization, color-space conversions, optical flow, and frame differencing in hands-on implementations.

• Coursera
• 1 hour 40 minutes
• Self-Paced
• Paid Course

Coursera

Optimize AI: Build & Evaluate Predictive Models

Master building and evaluating predictive models using scikit-learn, cross-validation, and performance metrics like F1 to optimize logistic regression and clustering for retail and credit-risk tasks.

• Coursera
• 1 hour 59 minutes
• Self-Paced
• Paid Course

Career Certificate

MCP Servers Made Easy with TypeScript & OpenAI Agents

Master MCP protocol to build TypeScript servers that enable AI agents to use tools, access data, and execute real-world actions with OpenAI integration.

• CodeSignal
• 7 hours
• Self-Paced
• Free Certificate
• 3 courses

Career Certificate

OpenAI Agents SDK Mastery Journey in JavaScript

Master agentic AI by building context-aware, tool-empowered agents with OpenAI SDK in JavaScript, from basic setup to multi-agent workflows and security implementation.

• CodeSignal
• 5 hours
• Self-Paced
• Free Certificate
• 4 courses

Career Certificate

Building Effective Agents with Claude in TypeScript

Master Claude agent development using pure TypeScript and Anthropic APIs. Build autonomous agents, integrate tools, orchestrate multi-agent systems, and implement async workflows.

• CodeSignal
• 7 hours
• Self-Paced
• Free Certificate
• 4 courses

Creating a Personal Tutor with DeepSeek and PHP

Master building an AI tutor with DeepSeek and PHP, covering API integration, parameter customization, conversation management, and system prompts for personalized learning experiences.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate