DATA UNIVERSEDescripción detallada del cursoDetailed course description
Contenido en inglés, el idioma en que se imparte el curso.Content in English, the language the course is taught in.
This course gives business professionals, managers, and consultants a practical framework to identify, evaluate, and land real AI use cases in their organizations. No technical background required.
Most AI initiatives fail not because of bad technology, but because of poor strategic alignment. You will learn to spot genuine AI opportunities by analyzing pain points across marketing, sales, operations, and customer support, and to separate hype from real business value before investing resources.
The course covers AI fundamentals in a business context: prediction, classification, recommendation, and Generative AI. You will learn to balance the four key elements of any successful AI project: data, model, product, and business value, and to categorize solutions based on your organization's specific needs.
Qué aprenderás en este cursoWhat you'll learn in this course
A quién va dirigidoWho this course is for
- Aspiring AI Professionals: Anyone looking to transition into the AI field by learning how to identify and evaluate real-world business opportunities.
- General Interest Learners: Students or professionals curious about AI fundamentals who want a practical framework to measure feasibility and risk.General Interest Learners: Students or professionals curious about AI fundamentals who want a practical framework to measure feasibility and risk.
- Business Leaders and Managers: Professionals in Marketing, Sales, Operations, or Finance who want to solve departmental pain points using AI.
- Project and Product Managers: Individuals responsible for the roadmap and deployment of technology projects from pilot to production.
- Data and IT Teams: Technical profiles who need to improve their communication with business stakeholders and better understand business value.
- Consultants and Entrepreneurs: People building their own AI solutions or advising clients on how to move from a hype-driven idea to a solid use case
Requisitos previosPrerequisites
- No Technical Background Required: You do not need to know how to code or have a background in data science; we focus on the bridge between business and tech.
- Basic Business Knowledge: A general understanding of how business departments (Marketing, Sales, Operations, or Finance) function is a plus
- Problem-Solving Mindset: A desire to identify inefficiencies (pain points) such as high costs, errors, or slow processes within an organization
- Interest in Strategic AI: Curiosity about how AI can be applied to real-world scenarios rather than just theoretical concepts.
Programa completo del cursoFull course curriculum
Contenido en inglés, el idioma en que se imparte el curso.Content in English, the language the course is taught in.
01Introduction - From Idea to Use Case2 claseslectures · 7m
- What we mean by AI in business3m
- From hype to reality: why many AI ideas lead nowhere4m
02Quick AI Fundamentals for Business3 claseslectures · 15m
- Types of AI solutions: prediction, classification, recommendation, and GenAI5m
- The 4 key elements: data, model, product, and business value6m
- Practical examples: scoring, recommenders, and text assistants3m
03Spotting Opportunities - From Pain Point to AI Idea4 claseslectures · 16m
- Identifying pain points: time, cost, errors, and customer experience4m
- Guiding questions to generate AI ideas by functional area4m
- Typical AI ideas in marketing, sales, operations, and support4m
- Mini exercise: turn problems into initial AI ideas4m
04Evaluating an AI Use Case5 claseslectures · 21m
- Evaluation framework: potential value, feasibility, and risks4m
- Estimating value: impact on revenue, savings, and experience4m
- Estimating feasibility: data, complexity, and technical dependencies4m
- Analyzing risks: bias, privacy, compliance, and reputation4m
- Strong vs weak use cases: examples and filtering criteria5m
05Practice Test I - AI Strategy: Foundations and Use Case Evaluation0 + 1 claseslectures
06Landing the Use Case - Talking to the AI Team4 claseslectures · 15m
- How to describe the business problem clearly4m
- Defining inputs and outputs: data, decisions, and result usage4m
- Key questions to ask data/IT without being technical3m
- Use case template explained step by step4m
07Roadmap and Next Steps3 claseslectures · 10m
- From pilot to deployment: typical phases of an AI project4m
- Success indicators: business KPIs to measure results4m
- Final checklist: from idea to prioritized use case3m
08Practical Workshop - Identifying Use Cases3 claseslectures · 20m
- Scenario 1 - Marketing and Sales6m
- Scenario 2 - Operations and Customer Support6m
- Scenario 3 - Finance and Internal Management8m
09Practice Test II - AI Strategy: Communication, Roadmap and Real-World Scenarios0 + 1 claseslectures
10Role Play: Defend Your Use Case0 + 1 claseslectures
11BONUS: AI Governance Toolkit1 claseslectures · 2m
- BONUS: AI Governance Toolkit2m
Preguntas frecuentes sobre este cursoFrequently asked questions about this course
¿En qué idioma está el curso?What language is the course in?
Se imparte íntegramente en inglés. Todo el material del curso está en ese idioma. Puedes comprobar en Udemy si hay subtítulos disponibles para tu idioma.It is taught entirely in English. All course material is in that language. You can check on Udemy whether subtitles are available for your language.
¿Qué nivel se necesita?What level is required?
Está catalogado como todos los niveles. Los requisitos publicados por el instructor están en la pestaña de visión general, en el idioma del curso.It is listed as all levels. The requirements published by the instructor are in the overview tab, in the course language.
¿Cuánto dura y qué incluye?How long is it and what is included?
1h 44m de vídeo en 25 clases repartidas en 11 secciones (2 tests, 1 role play), más el certificado de finalización de Udemy.1h 44m of video across 25 lectures in 11 sections (2 tests, 1 role play), plus the Udemy certificate of completion.
¿Cuánto tiempo tengo acceso?How long do I have access?
Acceso de por vida en Udemy, con las actualizaciones incluidas y garantía de devolución de 30 días según las políticas de Udemy.Lifetime access on Udemy, with updates included and a 30-day refund guarantee under Udemy policies.
¿Se puede contratar para un equipo o empresa?Can it be arranged for a team or company?
Sí. Impartimos formación in-company partiendo de este contenido, adaptada al sector y al nivel del equipo. Usa el botón de solicitar formación y te contamos opciones.Yes. We deliver in-company training based on this content, adapted to your sector and your team level. Use the request training button and we will walk you through the options.
Valoración de los alumnosStudent ratings
Las opiniones se gestionan y verifican en la plataforma Udemy. Puedes leerlas todas en la página del curso:Reviews are managed and verified on the Udemy platform. You can read them all on the course page: ver opiniones en Udemy →see reviews on Udemy →