🪜 Steps to Build an AI-Powered Application

1️⃣ Define the Purpose

2️⃣ Choose the Right Technology

3️⃣ Wireframing and Frontend Development

4️⃣ Define the Intelligence Type

5️⃣ Data Preparation and Model Training

6️⃣ API Development for Integration

7️⃣ Evaluation and Pre-production

8️⃣ Refinement and Adjustments

9️⃣ Transition to Production

🔟 Monitoring and Maintenance

Accompany a text as it travels through the different layers of a neural network

#neuralnetworks #token #artificialintelligence

3 Simple Strategies for Powerful Results

In the early stages of implementing AI, I aimed to automate supplier payments using a seven-year SQL data history from my company, but I quickly encountered data inconsistencies such as supplier name variations, which complicated the analysis.

This led us to simplify the model by focusing on the remaining reliable columns, but even then, data misclassifications, like profit & loss accounts, hindered progress, showing that the data was insufficient for a reliable model.

Despite not achieving full automation, the project led to a complete restructuring of our database, highlighting the importance of high-quality data, a realization that now shapes my consulting approach to AI readiness in companies.

In this episode, we explore the essentials of front-end development and how it can help you meet your business goals. From building simple, static sites with HTML and CSS to creating interactive applications using JavaScript, front-end design is where users engage with your platform. We also discuss popular frameworks like Flutter and React, which streamline development for web, mobile, and desktop apps.

Key takeaway: Choosing the right front-end strategy depends on your business’s needs, user environment, and available technical resources. Want to learn more about responsive design tools? Stay tuned for the next episode! 💡👨‍💻 #FrontendDevelopment #BusinessTech #WebDev #MobileApps #React #Flutter

In this episode, we break down the differences between frontend and backend development, focusing on user interaction, system management, and the roles of developers in creating seamless software experiences. Tune in to learn more! #aiforbussiness #businessowner #business #businesssolutions

In this episode, we explore the role of microservices and APIs in modern business. We break down how microservices allow for flexible, scalable application development by dividing large systems into smaller, manageable pieces. APIs then connect these microservices, enabling seamless communication between them. We discuss how businesses benefit from this architecture through faster development cycles, easier maintenance, and the ability to quickly adapt to changing market needs.