# Metanumeros ## Posts - [Metanumi chatbot](https://metanumeros.com/metanumi-chatbot/): As part of its AI outreach activities, the Metanúmeros team set a goal of creating a mobile chatbot prototype. In other words, to build a robot that can communicate using artificial intelligence, speak in a friendly manner, have a physical body, and be easy to transport. Why do it? This was an initial question, since it is already easy to use chatbots through web browsers and mobile phones. In addition, voice assistants can be readily purchased through e-commerce platforms. It is not a new concept, so why build one? From a learning perspective, talking about artificial intelligence can be very conceptual […] - [Light as a source of information for data analysis](https://metanumeros.com/light-as-a-source-of-information-for-data-analysis/): Light, understood as electromagnetic radiation, is a great source of information for data analysis. Through different wavelengths, light interacts with matter in specific ways, allowing physical, chemical and structural properties to be identified. In this article we will address 3 different types of light waves, the devices that measure them and their application in industry. - [Word Vectors – transforming words into numbers for AI](https://metanumeros.com/word-vectors-transforming-words-into-numbers-for-ai/): In this post you will be able to understand the concepts and methods that allowed AI to understand language with mathematics, from an intuitive and concept perspective. - [STEM Skills to Work in Data Science](https://metanumeros.com/stem-skills-to-work-in-data-science/): STEM skills are the key to advancing in data science projects, find out which skills you can strengthen in this article ## Pages - [Methodology](https://metanumeros.com/methodology/): Phases An essential task of software engineering and data engineering is to have a common framework that allows projects to be compared to each other, maintain the quality of the output, and reap the benefits of experience in systemic ways. With that in mind, we’ve decided to use the ML-OPS framework to create iterative development cycles. To facilitate its understanding and application, we propose to summarize this model in 4 phases and 3 cycles described below: Phase 1 Data Requirements Objective: To understand the needs of the business or the user in relation to data. Key activities: Identify the objectives of […] - [Home](https://metanumeros.com/): Analytics Consultants at Your Disposal We are a team of specialists that offers solutions to new data, analytics and artificial intelligence needs. Our processes are supported by international methodologies. We have professional certifications in various tools. Get to know us through the blog and social networks. What is the added value of analytics? In an increasingly competitive business environment, data analysis has become a key resource for transforming information into strategic decisions. Its value lies in the ability to reveal opportunities and anticipate scenarios with precision. Visual Insights Finding advantages in business becomes easier with clear and precise visualizations. Data-Driven Decisions […] - [Service](https://metanumeros.com/service/) - [Blog](https://metanumeros.com/blog/) [comment]: # (Generated by Hostinger Tools Plugin)