diff --git a/project/src/config.rs b/project/src/config.rs
index a3a9fe7..27ff69d 100644
--- a/project/src/config.rs
+++ b/project/src/config.rs
@@ -4,7 +4,7 @@ use std::env;
 // Enums
 pub enum OperationMode {
     Training,
-    Infrence,
+    Inference,
 }
 
 // Functions
@@ -15,7 +15,7 @@ pub fn get_operation_mode() -> Option<OperationMode> {
     // Getting operation mode
     match args[1].as_str() {
         "training" => Some(OperationMode::Training),
-        "infrence" => Some(OperationMode::Infrence),
+        "inference" => Some(OperationMode::Inference),
         _ => None,
     }
 }
diff --git a/project/src/main.rs b/project/src/main.rs
index 4e25152..1d190de 100644
--- a/project/src/main.rs
+++ b/project/src/main.rs
@@ -13,10 +13,10 @@ fn main() {
 
     // Creating a Neural Network with the Operation Mode
     match operation_mode {
-        None => panic!("Main: `OperationMode` not defined!"),
         Some(mode) => {
             neural = NeuralNetwork::new(mode);
-        }
+        },
+        _ => panic!("Main: `OperationMode` not defined!"),
     }
 
     // Starting the network
diff --git a/project/src/neural.rs b/project/src/neural.rs
index 812baa1..069b0cf 100644
--- a/project/src/neural.rs
+++ b/project/src/neural.rs
@@ -1,6 +1,6 @@
 // Libraries
 mod data;
-mod infrence;
+mod inference;
 mod model;
 mod training;
 use super::config::OperationMode;
@@ -44,7 +44,7 @@ impl NeuralNetwork {
         );
 
         // Infer the model
-        infrence::infer::<MyBackend>(
+        inference::infer::<MyBackend>(
             MODEL_DIRECTORY,
             device,
             burn::data::dataset::vision::MnistDataset::test()
@@ -58,7 +58,7 @@ impl NeuralNetwork {
         let device = burn::backend::wgpu::WgpuDevice::default();
 
         // Infer the model
-        infrence::infer::<MyBackend>(
+        inference::infer::<MyBackend>(
             MODEL_DIRECTORY,
             device,
             burn::data::dataset::vision::MnistDataset::test()
@@ -71,7 +71,7 @@ impl NeuralNetwork {
         // Switching based on mode
         match self.mode {
             OperationMode::Training => self.train(),
-            OperationMode::Infrence => self.infer(),
+            OperationMode::Inference => self.infer(),
         }
     }
 }
diff --git a/project/src/neural/infrence.rs b/project/src/neural/inference.rs
similarity index 100%
rename from project/src/neural/infrence.rs
rename to project/src/neural/inference.rs