diff --git a/Course 3: Natural Language Processing in Tensorflow/README.md b/Course 3: Natural Language Processing in Tensorflow/README.md
index 337bc2d..a5c5c6a 100644
--- a/Course 3: Natural Language Processing in Tensorflow/README.md	
+++ b/Course 3: Natural Language Processing in Tensorflow/README.md	
@@ -6,7 +6,7 @@
 ## Achievement goal:
 
 <p align="center">
-    <img src="../Badges/NLP-to-TF.png" width="80%" height="50%" title="Badge 3" >
+    <img src="../Badges/NLP-in-TF.png" width="80%" height="50%" title="Badge 3" >
 </p>
 
 ## Solution
diff --git a/README.md b/README.md
index 6309d26..497f46b 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,7 @@ This reporatory contains the solutions of every questions/quizes/exercises to ac
 ### 1. Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
 
 - [Course](https://www.coursera.org/learn/introduction-tensorflow)
-- [Solution](https://github.com/GafBof/tensorflow_deeplearning.ai/tree/main/Course%201:%20Introduction%20to%20Tensorflow)
+- [Solution](./Course%201:%20Introduction%20to%20Tensorflow/README.md)
 
 <p align="center">
     <img src="./Badges/Intro-to-TF.png" width="80%" height="50%" title="Badge 1" >
@@ -20,7 +20,7 @@ This reporatory contains the solutions of every questions/quizes/exercises to ac
 ### 2. Convolutional Neural Networks in TensorFlow
 
 - [Course](https://www.coursera.org/learn/convolutional-neural-networks-tensorflow)
-- [Solution](https://github.com/GafBof/tensorflow_deeplearning.ai/tree/main/Course%202:%20Convolutional%20Neural%20Networks%20in%20Tensorflow)
+- [Solution](./Course%202:%20Convolutional%20Neural%20Networks%20in%20Tensorflow/README.md)
 
 
 <p align="center">
@@ -30,7 +30,7 @@ This reporatory contains the solutions of every questions/quizes/exercises to ac
 ### 3. Natural Language Processing in TensorFlow
 
 - [Course](https://www.coursera.org/learn/natural-language-processing-tensorflow)
-- [Solution](https://github.com/GafBof/tensorflow_deeplearning.ai/tree/main/Course%203:%20Natural%20Language%20Processing%20in%20Tensorflow)
+- [Solution](./Course%203:%20Natural%20Language%20Processing%20in%20Tensorflow/README.md)
 
 <p align="center">
     <img src="./Badges/NLP-in-TF.png" width="80%" height="50%" title="Badge 3" >
@@ -39,7 +39,7 @@ This reporatory contains the solutions of every questions/quizes/exercises to ac
 ### 4. Sequences, Time Series and Prediction
 
 - [Course](https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction)
-- [Solution](https://github.com/GafBof/tensorflow_deeplearning.ai/tree/main/Course%204:%20Sequences%2C%20Time%20Series%2C%20and%20Prediction)
+- [Solution](./Course%204:%20Sequences%2C%20Time%20Series%2C%20and%20Prediction/README.md)
 
 <p align="center">
     <img src="./Badges/Timeseries-in-TF.png" width="80%" height="50%" title="Badge 4" >