Update README & INSTALLATION

INSTALLATION.md

@@ -54,5 +54,6 @@ docker run -it --ipc=host\
   -p 50001:50001\
   -p 50002:50002\
   -p 50003:50003\
+  -p 50004:50004\
   --name netspresso-dev netspresso:v$(cat netspresso/VERSION)
 ```

README.md

@@ -32,7 +32,7 @@
         <a href="https://www.tensorflow.org/install/pip" target="_blank"><img src="https://img.shields.io/badge/TensorFlow-2.3.x ~ 2.8.x.-FF6F00?style=flat&logo=tensorflow&logoColor=#FF6F00&link=https://www.tensorflow.org/install/pip"/></a>
         <br>
         <a href="https://netspresso.ai?utm_source=git&utm_medium=text_np&utm_campaign=py_launch"><img src="https://img.shields.io/badge/NetsPresso-Open in Website-1BD2EB?style=flat&link=https://netspresso.ai/"/></a>
-        <a href="https://colab.research.google.com/drive/15HBp88qfUDQl5PaEcZ5J-dnLo-1kvw-a#scrollTo=-SO6lDi5-WY0" target="_blank"><img src="https://img.shields.io/badge/Best Practice-Open in Colab-F9AB00?style=flat&logo=googlecolab&logoColor=#F9AB00"/></a>
+        <a href="https://colab.research.google.com/drive/15HBp88qfUDQl5PaEcZ5J-dnLo-1kvw-a" target="_blank"><img src="https://img.shields.io/badge/Best Practice-Open in Colab-F9AB00?style=flat&logo=googlecolab&logoColor=#F9AB00"/></a>
     </p>
 </div>
 </br>
@@ -42,9 +42,9 @@ NetsPresso resolves AI-related constraints in business use cases and enables cos
 
 Easily compress various models with our resources. Please browse the [Docs] for details, and join our [Discussion Forum] for providing feedback or sharing your use cases.
 
-To get started with the NetsPresso, you will need to sign up either at [NetsPresso].</a>
+To get started with NetsPresso, you'll need to sign up [here](https://netspresso.ai/signup).
 
-We offer a comprehensive guide to walk you through the process of optimizing an AI model using NetPresso. A full tutorial can be found [Google Colab](https://colab.research.google.com/drive/15HBp88qfUDQl5PaEcZ5J-dnLo-1kvw-a#scrollTo=-SO6lDi5-WY0).
+We offer a comprehensive guide to walk you through the process of optimizing an AI model using NetPresso. A full tutorial can be found [Google Colab](https://colab.research.google.com/drive/15HBp88qfUDQl5PaEcZ5J-dnLo-1kvw-a).
 </br>
 </br>
 
@@ -187,7 +187,7 @@ netspresso = NetsPresso(email="YOUR_EMAIL", password="YOUR_PASSWORD")
 
 To start training a model, first select a task. 
 
-Then configure the dataset, model specifications, augmentation, and hyperparameters. 
+Then configure the dataset, model, augmentation, and hyperparameters. 
 
 Once setup is finished, enter the GPU number and project name for training.