* Building your first AI project from scratch

Building Your First AI Project from Scratch in HTML

Introduction

In this tutorial, we will guide you through the process of creating your very first AI project from scratch using HTML. We’ll be focusing on the core aspects of AI, such as data collection, preprocessing, and simple machine learning algorithms. Since our goal is to avoid CSS styles, we’ll keep the HTML as minimal as possible.

Data Collection

The first step in any AI project is data collection. For this example, let’s assume that we are building a simple AI to predict the weather based on temperature and humidity. You can find such data online in various formats, such as CSV or JSON.

“`html

WeatherData.json:
[
  {"Temperature": 23, "Humidity": 80, "Weather": "Rain"},
  {"Temperature": 30, "Humidity": 60, "Weather": "Sunny"},
  
]

“`

Data Preprocessing

Once you have the data, the next step is to preprocess it. This involves cleaning the data, handling missing values, and normalizing the data to a standard range.

“`html

Data Cleaning

Handling Missing Values

Normalization

“`

Creating the AI Model

Now, let’s build a simple AI model using a decision tree algorithm.

“`html

Decision Tree Algorithm

“`

Training the Model

After creating the model, we need to train it using our preprocessed data.

“`html

Training the Model

“`

Testing the Model

Finally, let’s test our model with some new data to see how well it performs.

“`html

Testing the Model

“`

Conclusion

Congratulations! You have successfully built your first AI project from scratch using HTML. This is just the beginning, and there’s much more to explore in the world of AI. Keep learning, experimenting, and pushing the boundaries of what’s possible. Happy coding!