Level 1
Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology
Lo que serás capaz de hacer
***** Feedback from Students ******** An excellent introduction to the topic. the lessons flowed logically and the course material was well presented. A very good course and a pleasure to take. Sam D. "Good course for anyone who wants to make some sense of all the proper terminology and basic methodology of AI. Idan's explanations are very clear and to the point, no fluff and no distractions!" Grace H. "The course was actually amazing, giving me much more insight into AI. " Patrick A "best ML course ever. " Parmanand S. "Good and simple enough to start learning ML." Cogent Systems. ************************************** Machine Learning - Next Terminator is Here...? The concept of Artificial Intelligence is used in sci-fiction movies to describe a virtual entity that crossed some critical threshold point and developed self-awareness. And like any good Hollywood movie, this entity will turn against humankind. OMG! It’s a great concept to fuel our basic survival fear; otherwise, no one will buy a ticket to the next Terminator movie ;-) As you may guess, things, in reality, are completely different. Artificial Intelligence is one of the biggest revolutions in the software industry. It is a mind-shift on how to develop software applications. Instead of using hard-coded rules for performing something, we let the machines learn things from data , decipher the complex patterns automatically, and then use it for multiple use cases. AI-Powered Applications There are growing amounts of AI-powered applications in a variety of practical use cases. Websites are using AI to better recommend visitors about products and services. The ability to recognize objects in real-time video streams is driven by machine learning. It is a game-changing technology, and the game just started. Simplifying Things The concept of AI and ML can be a little bit intimidating for beginners, and specifically for people without a substantial background in complex math and programming. This training is a soft starting point to walk you through the fundamental theoretical concepts. We are going to open the mysterious AI/ML black box, and take a look inside, get more familiar with the terms being used in the industry. It is going to be a super interesting story. It is important to mention that there are no specific prerequisites for starting this training, and it is designed for absolute beginners. Would you like to join the upcoming Machine Learning revolution?
- Artificial Intelligence, Machine Learning and Deep Learning
- Applied vs. Generalized AI
- Features, Labels, Examples
- The Process of Training a Model
- Under-fitting and Over-fitting
- Supervised/Unsupervised Learning
Temario
UNIDAD 1 - Getting Started with Level 1! · 2 leccionesUNIDAD 1 - Getting Started with Level 1!
UNIDAD 1 - Getting Started with Level 1!
- Welcome!
- Before you start....
UNIDAD 2 - The Rise of Artificial Intelligence · 8 leccionesUNIDAD 2 - The Rise of Artificial Intelligence
UNIDAD 2 - The Rise of Artificial Intelligence
- AI is Coming...
- Artificial Intelligence
- Classical Programming
- Machine Learning
- Deep Learning
- Applied vs. Generalized AI
- Why Now?
- Quick Check-Point #1
UNIDAD 3 - Introduction to Machine Learning · 6 leccionesUNIDAD 3 - Introduction to Machine Learning
UNIDAD 3 - Introduction to Machine Learning
- Overview - ML Terminology
- The “Black Box” Metaphor
- Features and Labels
- Training a Model
- Aiming for Generalization
- Quick Check-Point #2
UNIDAD 4 - Classification of ML Systems · 12 leccionesUNIDAD 4 - Classification of ML Systems
UNIDAD 4 - Classification of ML Systems
- The Degree of Supervision
- #1 - Supervised Learning
- Classification
- Regression
- Quick Check-Point #3
- #2 - Unsupervised Learning
- Clustering
- Dimension Reduction
- Quick Check-Point #4
- #3 - Reinforcement Learning
- Decision-Making Agent
- Quick Check-Point #5
UNIDAD 5 - **NEW** - The Magic Behind Generative AI · 13 leccionesUNIDAD 5 - **NEW** - The Magic Behind Generative AI
UNIDAD 5 - **NEW** - The Magic Behind Generative AI
- Introduction
- Artificial Neural Networks
- Deep Learning Architectures
- Foundation Models
- Large Language Models (LLMs)
- Model Types
- Prompt and Tokens
- Total Tokens and Context Window
- Next Token Please!
- Self-Supervised Learning
- Improving and Adapting LLMs
- Summary
- Quiz - Gen AI
UNIDAD 6 - **NEW** - Generative AI - Key Challenges and Limitations · 11 leccionesUNIDAD 6 - **NEW** - Generative AI - Key Challenges and Limitations
UNIDAD 6 - **NEW** - Generative AI - Key Challenges and Limitations
- Introduction
- Prompt Sensitivity
- Knowledge Cutoff
- It is not Deterministic
- Structured Data
- Hallucinations
- Lack of Common Sense
- Bias and Fairness
- Data Privacy, Security, and Misuse
- Summary
- Quiz - Challenges and Limitations
UNIDAD 7 - **NEW** - Unleash the Power of Generative AI · 12 leccionesUNIDAD 7 - **NEW** - Unleash the Power of Generative AI
UNIDAD 7 - **NEW** - Unleash the Power of Generative AI
- Introduction
- Text-Image-Video-Audio Generation
- Web-Based vs Application-Based (APIs)
- Use Case - Brainstorm Assistant
- Use Case - Summarization
- Use Case – Text Enhancement
- Use Case - Code Generation
- Use Case – Content as a Framework
- Use Case – Images on Demand
- Use Case – Boosting AI-Based Apps
- Best Practices for Prompts
- Summary
UNIDAD 8 - NEW - Prompt Engineering for Generative AI - A Framework for Building Prompts · 11 leccionesUNIDAD 8 - NEW - Prompt Engineering for Generative AI - A Framework for Building Prompts
UNIDAD 8 - NEW - Prompt Engineering for Generative AI - A Framework for Building Prompts
- Welcome
- Section Introduction
- Download the List of Prompts
- #1 - (Clearly Define the Required) Instruction
- #2 - (Provide just Enough) Context
- #3 - Examples (as Templates)
- #4 - (Role Playing with) Persona
- #5 - (Defining the Desired) Format
- #6 - (Setting the Right) Tone
- A Couple of Tips
- Section Summary
UNIDAD 9 - NEW - Prompt Engineering for Generative AI - Prompt Engineering Methods · 7 leccionesUNIDAD 9 - NEW - Prompt Engineering for Generative AI - Prompt Engineering Methods
UNIDAD 9 - NEW - Prompt Engineering for Generative AI - Prompt Engineering Methods
- Section Introduction
- #1 - Splitting Complex Tasks
- #2 - Sharing the Reasoning Steps
- #3 - Using Interactive Prompts
- #4 - Generating Knowledge as a Pre-Step
- #5 - Adding External Knowledge
- Section Summary
UNIDAD 10 - NEW - Prompt Engineering for Generative AI - Using AI to Design Prompts · 6 leccionesUNIDAD 10 - NEW - Prompt Engineering for Generative AI - Using AI to Design Prompts
UNIDAD 10 - NEW - Prompt Engineering for Generative AI - Using AI to Design Prompts
- From Prompt Writer to Prompt Designer
- #1 - Describe the Goal Clearly
- #2- Let AI Ask the Questions
- #3 - Generate the First Prompt Draft
- #4 - Design the Output
- #5 - Use and Improve through Real Work
UNIDAD 11 - NEW: Build Your AI-Powered Dashboard System · 13 leccionesUNIDAD 11 - NEW: Build Your AI-Powered Dashboard System
UNIDAD 11 - NEW: Build Your AI-Powered Dashboard System
- The Power of a Decision-Ready Dashboard
- The Complete Dashboard Production System
- Frame the Request
- Build the Dashboard Brief
- Prepare Your Data
- Live Demo - Data Readiness & KPI Selector
- Design the Reading Order
- Live Demo - Dashboard Blueprint Designer
- Generate the Working HTML Dashboard
- Review the Dashboard
- Improve & Verify
- Refresh & Reuse
- One System. Endless Use Cases.
UNIDAD 12 - Course Summary · 2 leccionesUNIDAD 12 - Course Summary
UNIDAD 12 - Course Summary
- Let's Recap and Thank You!
- ** BONUS **
Tu certificado lo emite la SEP, no solo una plataforma
Al demostrar la competencia recibes un certificado emitido por la Secretaría de Educación Pública a través del Gobierno del Estado de México: un documento oficial que puedes presentar con confianza ante cualquier empleador o institución.
Tu certificado con INEC
- Lo emite la Secretaría de Educación Pública (SEP), a través del Gobierno del Estado de México
- Documento oficial con folio verificable en línea
- Lo otorga la Universidad Tecnológica Fidel Velázquez
Otras plataformas en línea
- Constancia privada emitida por la misma plataforma
- Solo acredita horas cursadas o asistencia
- Sin respaldo de una autoridad educativa
Tu itinerario, de la inscripción al certificado
- 1
Inscripción con pago único
Pagas $2,800 MXN una sola vez y entras de inmediato al curso.
- 2
Estudias a tu ritmo
12 unidades con videos, lecturas y actividades, disponibles 24/7 durante 12 meses.
- 3
Cuestionarios por unidad
7 cuestionarios para comprobar lo aprendido.
- 4
Certificado
Emitido por la SEP a través del Gobierno del Estado de México, con folio verificable.
Un certificado oficial de la SEP
- Emitido por la Secretaría de Educación Pública (SEP), a través del Gobierno del Estado de México. No es una constancia privada: es un documento oficial, y ese respaldo marca la diferencia frente a otras plataformas en línea.
- Contenido impartido por Wonder Ripple.
- Folio y QR verificables para compartirlo con quien te contrate.
Empieza hoy, a tu ritmo
Un solo pago y acceso inmediato al curso completo durante 12 meses.
- 12 unidades · 103 lecciones · 60 h
- 12 meses de acceso
- 7 cuestionarios de evaluación
- Certificado emitido por la SEP (Gob. del Estado de México) con folio verificable
Sobre tu inscripción
¿Cómo es el pago?
Un solo pago de $2,800 MXN. No hay mensualidades ni cargos recurrentes.
¿Cuánto tiempo tengo acceso?
12 meses desde tu inscripción, 24/7, para avanzar a tu ritmo.
¿Quién imparte el contenido?
El curso es impartido por Wonder Ripple; INEC gestiona tu inscripción, evaluación y certificado.
¿Qué pasa cuando vence mi acceso?
Puedes renovar tu cuenta tú mismo desde la plataforma, sin trámites ni esperas.


