Develop the skills useful for this field
This domain is for people who design, develop, integrate, evaluate or operate AI systems. The learning paths cover foundations, APIs, agents, RAG, evaluation and deployment practices listed in the catalogue.
Activities by training programme
The visualisation represents the activities listed in Neopolis Akademy’s offer for this topic.
Professional use cases in associated training
These use cases are drawn from courses actually linked to this broad professional domain.
Training available in this topic
Open the catalogue to review course details, access conditions, and your personal progress.
Claude Certified Architect – Foundations
Preparation path for the official Anthropic certification examination. Design AI systems at scale: API architecture, multi-cloud deployment, Claude Code, and Model Context Protocol.
Certification preparation · Intermediate7 courses · 380 activities · 88 exercises · 68 videos
Claude Certified Architect – Professional
Preparation path for the official Anthropic certification examination. Master enterprise architecture: solution design, production systems, responsible AI governance, and team enablement.
Certification preparation · Advanced5 courses · 56 activities · 27 exercises · 33 videos
Claude Certified Associate – Foundations
Preparation path for the official Anthropic certification examination. Master the fundamentals of Claude: platform features, prompting, evaluation, workflow integration, and responsible use.
Certification preparation · Beginner8 courses · 69 activities · 46 exercises · 0 videos
Claude Certified Developer – Foundations
Preparation path for the official Anthropic certification examination. Build production-grade applications with the Claude API, agents, tool use, MCP, and security best practices.
Certification preparation · Intermediate5 courses · 51 activities · 30 exercises · 37 videos
Building Scalable Agentic Systems
A Neopolis Akademy course on scalable agent architecture, MCP and A2A interoperability, production testing, monitoring, and resilient deployment, using local Projector media and sequential interactive activities.
Training · Intermediate1 courses · 26 activities · 16 exercises · 10 videos
Claude 101
A Neopolis Akademy course for practical Claude use, prompting, Projects, connectors, and responsible AI fluency with local media and sequential activities.
Training · Beginner1 courses · 20 activities · 17 exercises · 2 videos
Claude Code 101
A Neopolis Akademy course introducing Claude Code: installation, prompting, daily development workflows, code review, context management, and customization with local media and sequential practice.
Training · Beginner1 courses · 37 activities · 23 exercises · 12 videos
Claude Code in Action
A Neopolis Akademy course on steering, securing, automating, and verifying longer Claude Code sessions with local media and sequential activities.
Training · Advanced1 courses · 31 activities · 22 exercises · 9 videos
Introduction to Agent Skills
A Neopolis Akademy course on designing, configuring, and using reusable Claude Code agent skills, with local video media, practical console exercises, interactive activities, and sequential progression.
Training · Intermediate1 courses · 18 activities · 12 exercises · 6 videos
Introduction to Claude Models
A Neopolis Akademy course introducing Claude and the Anthropic API, with official local media, practical activities, and sequential progression.
Training · Beginner1 courses · 29 activities · 19 exercises · 10 videos
Introduction to Subagents
A Neopolis Akademy course on Claude Code subagents: their purpose, configuration, delegation boundaries, structured outputs, and effective practical use with local media and sequential activities.
Training · Intermediate1 courses · 12 activities · 8 exercises · 4 videos
Model Context Protocol Advanced Topics
A Neopolis Akademy course on advanced Model Context Protocol capabilities, message flows, roots, transports, and stateful StreamableHTTP communication, with local media and sequential practical activities.
Training · Advanced1 courses · 32 activities · 22 exercises · 10 videos
Software Development with Claude Code
A Neopolis Akademy course on practical software development workflows with Claude Code, local media, interactive exercises, and sequential progression.
Training · Intermediate1 courses · 43 activities · 28 exercises · 15 videos
Advanced RAG and Evaluation Specialist
Optimize RAG in production with query rewriting, reranking, multi-index, synthetic datasets, metrics, and human review workflows.
Training · Advanced4 courses · 96 activities · 12 exercises · 12 videos
AI Data Engineering and RAG Practitioner
Build reliable data pipelines for RAG: ingestion, parsing, chunking, embeddings, vector search, ACL, citations, and refresh.
Training · Intermediate4 courses · 96 activities · 24 exercises · 12 videos
AI Production Infrastructure and Model Serving Engineer
Deploy reliable AI workloads: containers, Kubernetes, GPU, serverless, vLLM, autoscaling, reliability, and cost control.
Training · Advanced4 courses · 96 activities · 0 exercises · 12 videos
Advanced AI-Assisted Coding for Developers
A Neopolis Akademy course on evidence-based AI-assisted software engineering: production-code analysis, performance, testing, security, architecture, databases, and human–AI collaboration, with local Projector media and sequential interactive activities.
Training · Advanced1 courses · 32 activities · 22 exercises · 10 videos
Build AI Agents with smolagents
Authorized Neopolis Akademy course on building AI agents, RAG and multi-agent workflows with smolagents.
Training · Advanced1 courses · 30 activities · 20 exercises · 10 videos
AI-Assisted Coding for Developers
A Neopolis Akademy course on using AI coding assistants responsibly for prompting, debugging, documentation, testing, secure workflows, and model selection, with local Projector media and sequential interactive activities.
Training · Intermediate1 courses · 28 activities · 18 exercises · 10 videos
AI for Marketing
Authorized Neopolis Akademy course on campaign planning, content creation, analysis and custom AI assistants.
Training · Beginner1 courses · 27 activities · 17 exercises · 10 videos
AI for Sales
Authorized Neopolis Akademy course on using AI for prospecting, personalization, objections, and sales coaching.
Training · Beginner1 courses · 22 activities · 13 exercises · 9 videos
Building Agentic Workflows with LlamaIndex
Authorized Neopolis Akademy course on stateful AI agents and coordinated workflows using LlamaIndex.
Training · Intermediate1 courses · 5 activities · 0 exercises · 5 videos
Building AI Agents with CrewAI
Authorized Neopolis Akademy course on building coordinated AI agent teams and stateful workflows with CrewAI.
Training · Intermediate1 courses · 2 activities · 0 exercises · 2 videos
Building AI Agents with Haystack
Authorized Neopolis Akademy course on building explainable AI agents with Haystack.
Training · Intermediate1 courses · 5 activities · 0 exercises · 5 videos
Databricks with the Python SDK
Authorized Neopolis Akademy course on Databricks workspace automation, AI models, clusters and jobs using Python.
Training · Advanced1 courses · 24 activities · 16 exercises · 8 videos
Deploying AI into Production with FastAPI
A Neopolis Akademy course on deploying, securing, optimizing, versioning, and monitoring production AI APIs with FastAPI and Pydantic, using local Projector media and sequential interactive activities.
Training · Intermediate1 courses · 46 activities · 32 exercises · 14 videos
Efficient AI Model Training with PyTorch
Authorized Neopolis Akademy course on efficient model training with PyTorch.
Training · Intermediate1 courses · 45 activities · 32 exercises · 13 videos
End-to-End RAG with Weaviate
Authorized Neopolis Akademy course on building end-to-end RAG workflows with Weaviate.
Training · Intermediate1 courses · 4 activities · 0 exercises · 4 videos
Graph RAG with LangChain and Neo4j
Authorized Neopolis Akademy course on Graph RAG, hybrid retrieval and long-term graph memory.
Training · Advanced1 courses · 36 activities · 22 exercises · 11 videos
Innovating with Google Cloud AI
Authorized Neopolis Akademy course on Google Cloud AI innovation.
Training · Beginner1 courses · 23 activities · 12 exercises · 0 videos
Generative AI in Snowflake
Authorized Neopolis Akademy course on building generative AI workflows with Snowflake Cortex.
Training · Intermediate1 courses · 7 activities · 0 exercises · 7 videos
Introduction to Model Context Protocol (MCP)
A Neopolis Akademy course on designing, connecting, securing, and evaluating Model Context Protocol servers and clients using local Projector media and sequential interactive practice.
Training · Intermediate1 courses · 34 activities · 21 exercises · 11 videos
Multi-Agent Systems with LangGraph
A Neopolis Akademy course on building graph-based, swarm, and supervisor multi-agent systems with LangGraph, using local Projector media and sequential hands-on practice.
Training · Intermediate1 courses · 4 activities · 0 exercises · 4 videos
Build Multimodal Models
Authorized Neopolis Akademy course on multimodal Hugging Face models for vision, audio, video and image generation.
Training · Advanced1 courses · 45 activities · 30 exercises · 14 videos
Scalable AI Models with PyTorch Lightning
Authorized Neopolis Akademy course on scalable model training, validation and optimization using PyTorch Lightning.
Training · Intermediate1 courses · 30 activities · 20 exercises · 10 videos
Software Development with GitHub Copilot
A Neopolis Akademy course on responsible GitHub Copilot use, context engineering, customization, testing, security, and performance, with local Projector media and sequential interactive activities.
Training · Intermediate1 courses · 40 activities · 27 exercises · 13 videos
Software Development with Windsurf
A Neopolis Akademy course on Windsurf, Cascade, context-aware development, AI-assisted debugging, secure deployment, and production monitoring with local Projector media and sequential interactive activities.
Training · Intermediate1 courses · 31 activities · 20 exercises · 11 videos
Text-to-Query Agents with MongoDB and LangGraph
Authorized Neopolis Akademy course on building text-to-query agents with MongoDB and LangGraph.
Training · Intermediate1 courses · 5 activities · 0 exercises · 5 videos
Vibe Coding with Replit
A Neopolis Akademy course on responsible vibe coding with Replit: prompt and context engineering, iterative app development, quality control, security, and deployment, with local Projector media and sequential interactive activities.
Training · Beginner1 courses · 33 activities · 19 exercises · 14 videos
Full-Stack AI Application Developer
Build complete AI applications from streaming interfaces to secure backends, with authentication, persistence, file handling, tools, and deployment.
Training · Intermediate4 courses · 96 activities · 36 exercises · 12 videos
Large Language Model Foundations
Authorized Hugging Face Learn course on large language models, Transformers, tokenizers, datasets and training workflows.
Training · Intermediate1 courses · 103 activities · 82 exercises · 0 videos
LLM Application Security and Red Teaming Specialist
Secure LLM applications against prompt injection, data leakage, RAG poisoning, unsafe tools, supply chain attacks, and excessive agency.
Training · Advanced4 courses · 96 activities · 12 exercises · 12 videos
LLMOps and AI Observability Engineer
Instrument, monitor, and improve AI applications: traces, tokens, costs, latency, quality, incidents, and SLOs.
Training · Advanced4 courses · 96 activities · 24 exercises · 12 videos
Open-Source LLMs and Fine-Tuning Engineer
Select, adapt, and deploy open-source models with Hugging Face, Transformers, PEFT, LoRA/QLoRA, TRL, and evaluation.
Training · Advanced4 courses · 96 activities · 36 exercises · 12 videos
Developing AI Systems with the OpenAI API
A Neopolis Akademy course on building reliable AI systems with the OpenAI API, with local media and sequential interactive activities.
Training · Intermediate1 courses · 36 activities · 24 exercises · 11 videos
Introduction to Embeddings with the OpenAI API
A Neopolis Akademy course introducing embeddings, semantic search, and recommendation systems with local media and sequential interactive activities.
Training · Intermediate1 courses · 37 activities · 24 exercises · 11 videos
Multi-Modal Systems with the OpenAI API
A Neopolis Akademy course on OpenAI audio, moderation, and customer-support systems, with local media, interactive activities, and sequential progression.
Training · Intermediate1 courses · 24 activities · 17 exercises · 7 videos
Prompt Engineering with the OpenAI API
A Neopolis Akademy course on prompt engineering with the OpenAI API, with local media and sequential practical activities.
Training · Beginner1 courses · 55 activities · 40 exercises · 15 videos
Working with the OpenAI API
A Neopolis Akademy course on using the OpenAI API, with local media and sequential practical activities.
Training · Beginner1 courses · 29 activities · 20 exercises · 9 videos
Working with the OpenAI Responses API
A Neopolis Akademy course on building interactive, reliable applications with the OpenAI Responses API, with local media and sequential interactive activities.
Training · Intermediate1 courses · 34 activities · 19 exercises · 11 videos
Explore other professions
Compare this topic with other public learning paths and choose the field that best matches your professional objective. View all topic pages.