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§ Labs · Technical training

Learn what we actually use.

Training programs delivered by people who build and operate production systems. Director with paper indexed in Scopus Q2 and Web of Science Q3 (CLADEA / Emerald, 2025) and joint doctorate in progress. Real aGo lab cases as project material.

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§ 01 · programs

Four live programs.

01
Intermediate · 8 weeks

Python for data science

Data analysis, visualization and predictive modeling with Python, Pandas, scikit-learn and LightGBM. Real cases on cultural consumption and SHAP interpretability, the foundation of the paper indexed in Scopus Q2 and Web of Science Q3 (CLADEA / Emerald, 2025).

  • Pandas + numpy + matplotlib
  • scikit-learn pipelines
  • LightGBM and XGBoost
  • SHAP for interpretability
02
Beginner to intermediate · 10 weeks

Modern web development

Next.js 15, Astro 4 and TypeScript to build professional web applications. Real projects based on aGo lab production stack.

  • React + TypeScript
  • Next.js 15 SSG/SSR
  • Astro 4 islands
  • Tailwind and CSS tokens
03
Advanced · 12 weeks

Applied machine learning

From notebook models to production systems. Rigorous validation, interpretability, FastAPI/Django deployment and monitoring.

  • Boosting + interpretability
  • Robust cross-validation
  • FastAPI/Django deploy
  • Monitoring and drift
04
Intermediate · 6 weeks

Automation with Python

Business process automation, ethical web scraping, API integration, Celery-based flows and 24/7 orchestration.

  • Ethical web scraping
  • REST API integration
  • Celery + Redis
  • Logging and alerts
§ 02 · how it is delivered

Three formats.

01

In-company

Personalized training for your team at your premises or remotely. Content adapted to real cases from your company.

02

Technical consulting

Specialized advisory on architecture, code and best practices. 2-4 hour sessions with direct feedback on your project.

03

Workshops

Intensive 1-2 day sessions on specific technologies. Small-group format, up to 8 people.

§ FAQ

About the programs

If your question isn't here, email us at hola@ago.cl or via WhatsApp.

01 Who teaches the courses?

Sixto Valdés Elizalde, director of aGo lab. Joint doctoral candidate UMA + UBB, lead author of the paper indexed in Scopus Q2 and Web of Science Q3 (LightGBM + SHAP, CLADEA / Emerald 2025), university lecturer at UBB (Innovation Management and Administration). Plus specialist collaborators depending on the project area.

02 Do you provide certification?

We deliver a completion certificate at the end of the program. It is not an official type-MICITT certification; it is a professional document issued by aGo lab.

03 Can you adapt content to specific sectors?

Yes. We have experience adapting content to SME accounting, organic certification, cultural management and custom software. We tell you in advance whether your sector fits.

04 What is the evaluation format?

Practical projects solved during the course with individualized technical feedback. No rote exams.

§ next

Does your team need to learn technologies that are already running?

Initial session at no cost to define need. If the in-company format fits, we quote.

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