Itinerario formativo de Inteligencia Artificial
Los participantes en el itinerario formativo de Inteligencia Artificial para investigadores de mercado pueden adquirir el mínimo de conocimientos requerido para continuar con el itinerario avanzado de Inteligencia Artificial en temas diversos tales como Python para investigación de mercado, aplicación de técnicas de aprendizaje automático (ML) y modelos predictivos en el ámbito de la investigación de mercados. Para facilitar la tarea, desde I+A se han curado varios cursos accesibles que se recogen a continuación.
Recursos para completar el itinerario formativo de Inteligencia Artificial para investigadores de mercado.
| Título | Formador/Universidad/Centro | Plataforma | Idioma | Duración (Horas) | Link | Gratuito |
| Aprende Machine Learning y Data Science con Python | Santiago Hernández (https://www.udemy.com/course/machine-learning-desde-cero/#instructor-1) | Udemy | Castellano (España) | 31 | https://www.udemy.com/course/machine-learning-desde-cero | No |
| Programa especializado: Aprendizaje automático | Stanford | Coursera | https://www.coursera.org/specializations/machine-learning-introduction | |||
| Introducción al aprendizaje automático en AWS | AWS | Coursera | https://www.coursera.org/learn/machine-learning-on-aws | |||
| ChatGPT Advanced Data Analysis | Vanderbilt University | Coursera | https://www.coursera.org/learn/chatgpt-advanced-data-analysis | |||
| ChatGPT for Beginners: Save time with Microsoft Excel | Coursera Project Network | Coursera | https://www.coursera.org/projects/chatgpt-for-beginners-save-time-with-microsoft-excel | |||
| ChatGPT for Beginners: SciFi Writing with Dall-e | Coursera Project Network | Coursera | https://www.coursera.org/projects/chatgpt-dall-e-scifi-writing | |||
| ChatGPT for Beginners: Using AI For Market Research | Coursera Project Network | Coursera | https://www.coursera.org/projects/chat-gpt-for-beginners-using-ai-for-market-research | |||
| ChatGPT Prompt Engineering for Developers | DeepLearning.ai | Coursera | https://www.coursera.org/projects/chatgpt-prompt-engineering-for-developers-project | No | ||
| ChatGPT Prompt Engineering for Developers | Fouad Trad | Datacamp | Inglés (con subtítulos con castellano) | 4 | https://app.datacamp.com/learn/courses/chatgpt-prompt-engineering-for-developers | |
| Prompt Engineering | Vanderbilt University | Coursera | https://www.coursera.org/specializations/prompt-engineering | |||
| Prompt Engineering for ChatGPT | Vanderbilt University | Coursera | https://www.coursera.org/learn/prompt-engineering | No | ||
| Curso de Data Science en Python Desde Cero + ChatGPT [2024] |
Frank Andrade |
Udemy | Castellano (Latino) | 20 | https://www.udemy.com/course/curso-completo-de-data-science-en-python-desde-cero-2022 | No |
| Data Manipulation with pandas | Maggie Matsui & Richie Cotton | Datacamp | Inglés (con subtítulos con castellano) | 4 | https://app.datacamp.com/learn/courses/data-manipulation-with-pandas | No |
| GitHub Concepts | Jasmin Ludolf & George Boorman | Datacamp | Inglés (con subtítulos con castellano) | 2 | https://app.datacamp.com/learn/courses/github-concepts | No |
| Introduction to Data Visualization with Seaborn | Varios | Datacamp | Inglés (con subtítulos con castellano) | 4 | https://app.datacamp.com/learn/courses/introduction-to-data-visualization-with-seaborn | |
| IA aplicada con DeepLearning | IBM | Coursera | https://www.coursera.org/learn/ai | No | ||
| Introduction to Deep Learning with PyTorch | Maham Khan & Thomas Hossler | Datacamp | Inglés (con subtítulos con castellano) | 4 | https://app.datacamp.com/learn/courses/introduction-to-deep-learning-with-pytorch | No |
| Introduction to SQL | Izzy Weber (https://www.datacamp.com/portfolio/izzyweber-9bc35945-95bd-423b-833e-40780c76586f) | Datacamp | Inglés (con subtítulos con castellano) | 2 | https://app.datacamp.com/learn/courses/introduction-to-sql | No |
| Introduction to Statistics in Python | Maggie Matsui (https://www.datacamp.com/instructors/maggiematsui) | Datacamp | Inglés (con subtítulos con castellano) | 4 | https://app.datacamp.com/learn/courses/introduction-to-statistics-in-python | No |
| Large Language Models (LLMs) Concepts | Vidhi Chugh | Datacamp | Inglés (con subtítulos con castellano) | 2 | https://app.datacamp.com/learn/courses/large-language-models-llms-concepts | |
| Introduction to Large Language Models – Español | Google Cloud | Coursera | https://www.coursera.org/learn/introduction-to-large-language-models-espaol | |||
| Introduction to Generative AI – Español | Google Cloud | Coursera | https://www.coursera.org/learn/introduction-to-generative-ai—locales | |||
| Introduction to Generative AI Studio – Español | Google Cloud | Coursera | https://www.coursera.org/learn/introduction-to-generative-ai-studio-es | |||
| IA generativa con grandes modelos lingüísticos | AWS | Coursera | https://www.coursera.org/learn/generative-ai-with-llms | |||
| Generative AI Fundamentals | IBM | Coursera | https://www.coursera.org/specializations/generative-ai-for-everyone | |||
| Generative AI with Large Language Models | DeepLearning.ai | Coursera | https://www.coursera.org/learn/generative-ai-with-llms | |||
| Gen AI for everyone | Fractal | Coursera | https://www.coursera.org/learn/genai-for-everyone | No | ||
| Máster de especialista en Ciencia de Datos con Python | Manuel Castillo-Cara (https://www.udemy.com/user/manuel-castillo-cara/) | Udemy | Castellano (España) | 30 | https://www.udemy.com/course/master-en-ciencia-de-datos-con-python/ | No |
| Máster en Procesamiento de Lenguaje Natural (NLP) con Python | Manuel Castillo-Cara (https://www.udemy.com/user/manuel-castillo-cara/) | Udemy | Castellano (España) | 28 | https://www.udemy.com/course/master-procesamiento-lenguaje-natural-nlp-python/ | No |
| Procesamiento del lenguaje natural con modelos de atención | DeepLearning.ai | Coursera | https://www.coursera.org/learn/attention-models-in-nlp | No | ||
| Natural Language Processing with spaCy | Azadeh Mobasher | Datacamp | Inglés (con subtítulos con castellano) | 5 | https://app.datacamp.com/learn/courses/natural-language-processing-with-spacy | no |
| Python para Inteligencia Artificial | Tania Incio (https://www.udemy.com/user/tania-incio-gomez/) | Udemy | Castellano (Latino) | 5 | https://www.udemy.com/course/python-para-inteligencia-artificial/ | No |
| Python para ciencia de datos, IA y desarrollo | IBM | Coursera | https://www.coursera.org/learn/python-for-applied-data-science-ai | No | ||
| Python TOTAL – Programador Avanzado en 16 días | Federico Garay (https://www.udemy.com/course/python-total/#instructor-1) | Udemy | Castellano (Latino) | 30 | https://www.udemy.com/course/python-total/ | No |
| Supervised Learning with scikit-learn | George Boorman (https://www.datacamp.com/portfolio/georgeboorman-759a10b4-a66e-4db4-9ca8-078a6fec6c8a) | Datacamp | Inglés (con subtítulos con castellano) | 4 | https://app.datacamp.com/learn/courses/supervised-learning-with-scikit-learn | No |
| Understanding Artificial Intelligence | Iván Palomares Carrascosa (https://www.datacamp.com/instructors/ivanpc86) | Datacamp | Inglés (con subtítulos con castellano) | 2 | https://app.datacamp.com/learn/courses/understanding-artificial-intelligence | |
| AI Essentials | Intel | Coursera | https://www.coursera.org/learn/ai-essentials | |||
| AI For Business | University of Pennsylvania | Coursera | https://www.coursera.org/specializations/ai-for-business-wharton | |||
| AI for Scientific Research | LearnQuest | Coursera | https://www.coursera.org/specializations/artificial-intelligence-scientific-research | No | ||
| AI Fundamentals for Non-Data Scientists | University of Pennsylvania | Coursera | https://www.coursera.org/learn/wharton-ai-fundamentals-non-data-scientists | No | ||
| Understanding Cloud Computing | Lis Sulmont & Sara Billen | Datacamp | Inglés (con subtítulos con castellano) | 2 | https://app.datacamp.com/learn/courses/understanding-cloud-computing | No |
| Understanding Machine Learning | Datacamp | Inglés (con subtítulos con castellano) | 2 | https://app.datacamp.com/learn/courses/understanding-machine-learning | ||
| Modelos y limitaciones de los algoritmos de inteligencia artificial | LearnQuest | Coursera | https://www.coursera.org/learn/ai-algorithm-limitations | |||
| Web Scraping in Python | Thomas Laetsch | Datacamp | Inglés (con subtítulos con castellano) | 4 | https://app.datacamp.com/learn/courses/web-scraping-with-python | |
| Working with the OpenAI API | James Chapman & Eduardo Oliveira | Datacamp | Inglés (con subtítulos con castellano) | 3 | https://app.datacamp.com/learn/courses/working-with-the-openai-api |