Advanced automation with code

This two-day training teaches you how to automate and optimize your business processes by writing Python code. You will discover how to orchestrate scripts, leverage specialized libraries, and integrate AI services to build robust, scalable pipelines.

Learning Objectives:

• Master Python modules for automation: requests, schedule, subprocess, etc.
• Write scripts to interact with APIs (REST, GraphQL) and manipulate data.
• Integrate AI services via SDKs and APIs (OpenAI, Hugging Face).
• Deploy and schedule your automations (cron, Airflow, Docker containers).

Target Audience:
Developers, engineers, and data scientists looking to complement no-code solutions with custom code for greater flexibility.

Duration:
2 days (9:00–12:30 & 13:30–17:00).

Number of Participants:
Maximum 12 participants.

Prerequisites:
Strong Python skills and basic understanding of APIs.

Program:

Day 1: Scripting & APIs

• Write Python scripts to automate recurring tasks.
• Use HTTP libraries to call web services.
• Workshop: automate retrieval and processing of external data.
• Introduction to unit testing and error handling.

Day 2: Orchestration & AI

• Integrate AI models via OpenAI and Hugging Face APIs.
• Orchestrate workflows with Apache Airflow or equivalent.
• Containerize and schedule pipelines (cron jobs, Kubernetes).
• Final workshop: build a complete AI-powered automation pipeline.

Pricing:

• Open enrollment: €1,400 excl. VAT per participant
• In-house: on request, tailored to your needs

Methods Employed:

• Technical presentations and demonstrations
• Hands-on scripting workshops
• Mini automation project

Evaluation:

• Knowledge validation quiz
• Mini-project review and recommendations

Accessibility:
Our sessions are accessible to people with disabilities. Please contact accessibility@eurekia-learning.com to arrange accommodations.

Contacts:

• Quality referent: Jihane Khouzaimi (06 69 53 77 75 – contact@eurekia-learning.com)
• Pedagogical referent: Hatim Khouzaimi

Note:
This code-and-AI training will enable you to develop bespoke automations tailored to your most specific needs.