Neopolis Akademy · Free AI training

Free AI training in IT and development

Free AI training to build applications, agents, RAG systems and API integrations.

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.

50learning paths
92courses
2,352activities
1,069exercises
564videos

Activities by training programme

The visualisation represents the activities listed in Neopolis Akademy’s offer for this topic.

Claude Certified Architect – Foundations380
Claude Certified Architect – Professional56
Claude Certified Associate – Foundations69
Claude Certified Developer – Foundations51
Building Scalable Agentic Systems26
Claude 10120
Claude Code 10137
Claude Code in Action31
Introduction to Agent Skills18
Introduction to Claude Models29
Introduction to Subagents12
Model Context Protocol Advanced Topics32
Software Development with Claude Code43
Advanced RAG and Evaluation Specialist96
AI Data Engineering and RAG Practitioner96
AI Production Infrastructure and Model Serving Engineer96
Advanced AI-Assisted Coding for Developers32
Build AI Agents with smolagents30
AI-Assisted Coding for Developers28
AI for Marketing27
AI for Sales22
Building Agentic Workflows with LlamaIndex5
Building AI Agents with CrewAI2
Building AI Agents with Haystack5
Databricks with the Python SDK24
Deploying AI into Production with FastAPI46
Efficient AI Model Training with PyTorch45
End-to-End RAG with Weaviate4
Graph RAG with LangChain and Neo4j36
Innovating with Google Cloud AI23
Generative AI in Snowflake7
Introduction to Model Context Protocol (MCP)34
Multi-Agent Systems with LangGraph4
Build Multimodal Models45
Scalable AI Models with PyTorch Lightning30
Software Development with GitHub Copilot40
Software Development with Windsurf31
Text-to-Query Agents with MongoDB and LangGraph5
Vibe Coding with Replit33
Full-Stack AI Application Developer96
Large Language Model Foundations103
LLM Application Security and Red Teaming Specialist96
LLMOps and AI Observability Engineer96
Open-Source LLMs and Fine-Tuning Engineer96
Developing AI Systems with the OpenAI API36
Introduction to Embeddings with the OpenAI API37
Multi-Modal Systems with the OpenAI API24
Prompt Engineering with the OpenAI API55
Working with the OpenAI API29
Working with the OpenAI Responses API34

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 · Intermediate

7 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 · Advanced

5 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 · Beginner

8 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 · Intermediate

5 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 · Intermediate

1 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 · Beginner

1 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 · Beginner

1 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 · Advanced

1 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 · Intermediate

1 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 · Beginner

1 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 · Intermediate

1 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 · Advanced

1 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 · Intermediate

1 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 · Advanced

4 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 · Intermediate

4 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 · Advanced

4 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 · Advanced

1 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 · Advanced

1 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 · Intermediate

1 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 · Beginner

1 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 · Beginner

1 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 · Intermediate

1 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 · Intermediate

1 courses · 2 activities · 0 exercises · 2 videos

Building AI Agents with Haystack

Authorized Neopolis Akademy course on building explainable AI agents with Haystack.

Training · Intermediate

1 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 · Advanced

1 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 · Intermediate

1 courses · 46 activities · 32 exercises · 14 videos

Efficient AI Model Training with PyTorch

Authorized Neopolis Akademy course on efficient model training with PyTorch.

Training · Intermediate

1 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 · Intermediate

1 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 · Advanced

1 courses · 36 activities · 22 exercises · 11 videos

Innovating with Google Cloud AI

Authorized Neopolis Akademy course on Google Cloud AI innovation.

Training · Beginner

1 courses · 23 activities · 12 exercises · 0 videos

Generative AI in Snowflake

Authorized Neopolis Akademy course on building generative AI workflows with Snowflake Cortex.

Training · Intermediate

1 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 · Intermediate

1 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 · Intermediate

1 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 · Advanced

1 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 · Intermediate

1 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 · Intermediate

1 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 · Intermediate

1 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 · Intermediate

1 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 · Beginner

1 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 · Intermediate

4 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 · Intermediate

1 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 · Advanced

4 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 · Advanced

4 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 · Advanced

4 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 · Intermediate

1 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 · Intermediate

1 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 · Intermediate

1 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 · Beginner

1 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 · Beginner

1 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 · Intermediate

1 courses · 34 activities · 19 exercises · 11 videos

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