Update README.md

README.md

@@ -9,3 +9,35 @@ tags:
 - tensorflow
 - neural-network
 ---
+# My Temperature Conversion Model
+
+This model is a simple neural network that converts temperatures from Celsius to Fahrenheit.
+
+## Model Description
+
+This model was created as a practice exercise for the course "Intro to TensorFlow for Deep Learning" from Udacity, given by TensorFlow. It was trained on a dataset of temperature values in Celsius and their corresponding values in Fahrenheit. The model uses a small neural network built with TensorFlow.
+
+## Usage
+
+To use this model, you can load it with TensorFlow and make predictions as shown below:
+
+```python
+import tensorflow as tf
+
+model = tf.keras.models.load_model('my_tf_model')
+prediction = model.predict([100.0])
+print(f"Prediction for 100°C in Fahrenheit: {prediction[0][0]}")
+```
+## Training
+The model was trained using the following parameters:
+
+```yml
+Optimizer: Adam
+Loss function: Mean Squared Error
+Epochs: 1000
+Batch size: 10
+Metrics
+The model was evaluated based on the Mean Squared Error loss during training.
+```
+## License
+This model is released under the MIT license.