diff --git a/src/main/java/com/example/gimmegonghakauth/InitFileData.java b/src/main/java/com/example/gimmegonghakauth/InitFileData.java
index a79fc00..424c3c9 100644
--- a/src/main/java/com/example/gimmegonghakauth/InitFileData.java
+++ b/src/main/java/com/example/gimmegonghakauth/InitFileData.java
@@ -9,6 +9,7 @@
 import java.io.BufferedReader;
 import java.io.FileReader;
 import java.io.IOException;
+import java.util.Optional;
 import lombok.RequiredArgsConstructor;
 import org.springframework.boot.context.event.ApplicationReadyEvent;
 import org.springframework.context.annotation.Profile;
@@ -46,14 +47,11 @@ private void inputCoursesCsv(String csvFilePath) throws IOException {
         String cvsSplitBy = ",";
 
         try (BufferedReader br = new BufferedReader(new FileReader(csvFilePath))) {
-            // Skip the header line
 
             while ((line = br.readLine()) != null) {
                 String[] data = line.split(cvsSplitBy);
-                // Create and map GonghakCoursesDomain object
                 try {
                     CoursesDomain course = mapToCoursesDomain(data);
-                    // Save to repository
                     coursesDao.save(course);
                 } catch (Exception e) {
                     continue;
@@ -77,16 +75,15 @@ private void inputGonghakCoursesCsv(String csvFilePath) {
         String cvsSplitBy = ",";
 
         try (BufferedReader br = new BufferedReader(new FileReader(csvFilePath))) {
-            // Skip the header line
             br.readLine();
 
             while ((line = br.readLine()) != null) {
                 String[] data = line.split(cvsSplitBy);
-                // Create and map GonghakCoursesDomain object
                 try {
-                    GonghakCoursesDomain course = mapToGonghakCoursesDomain(data);
-                    // Save to repository
-                    gonghakCorusesDao.save(course);
+                    Optional<GonghakCoursesDomain> course = mapToGonghakCoursesDomain(data);
+                    if (course.isPresent()) {
+                        gonghakCorusesDao.save(course.get());
+                    }
                 } catch (Exception e) {
                     continue;
                 }
@@ -96,16 +93,39 @@ private void inputGonghakCoursesCsv(String csvFilePath) {
         }
     }
 
-    private GonghakCoursesDomain mapToGonghakCoursesDomain(String[] data) {
-        // Assuming data format is consistent and matches the domain structure
-        // Adjust indices according to your CSV file's column order
-        return GonghakCoursesDomain.builder()
+    private Optional<GonghakCoursesDomain> mapToGonghakCoursesDomain(String[] data) {
+
+        CoursesDomain courseDomain = coursesDao.findByName(data[6].replaceAll("\\s+", ""));
+        if (courseDomain == null) {
+            return Optional.empty();
+        }
+
+        // course_category_const
+        String courseCategory = data[4];
+
+        switch (courseCategory) {
+            case "중핵필수", "교양필수", "교양선택", "교양선택I", "교양":
+                courseCategory = "전문교양";
+                break;
+            case "전공기초교양", "학문기초교양":
+                courseCategory = "BSM";
+                break;
+            case "전공필수", "전공선택", "전공(설계)", "전공주제", "전공기초":
+                courseCategory = "전공";
+                break;
+            default:
+                break;
+        }
+
+        GonghakCoursesDomain gonghakCourse = GonghakCoursesDomain.builder()
             .year(Integer.parseInt(data[0]))
             .majorsDomain(majorsDao.findByMajor(data[2]))
-            .coursesDomain(coursesDao.findByName(data[6]))
-            .courseCategory(CourseCategoryConst.valueOf(data[4]))
-            .passCategory(data[5])
+            .coursesDomain(courseDomain)
+            .courseCategory(CourseCategoryConst.valueOf(courseCategory))
+            .passCategory(data[5].substring(0, 2))
             .designCredit(Double.parseDouble(data[8]))
             .build();
+
+        return Optional.of(gonghakCourse);
     }
 }
diff --git a/src/main/java/com/example/gimmegonghakauth/service/recommend/MajorName.java b/src/main/java/com/example/gimmegonghakauth/service/recommend/MajorName.java
index e54662f..58a9ccb 100644
--- a/src/main/java/com/example/gimmegonghakauth/service/recommend/MajorName.java
+++ b/src/main/java/com/example/gimmegonghakauth/service/recommend/MajorName.java
@@ -2,7 +2,9 @@
 
 public enum MajorName {
     ELEC_INFO("전자정보통신공학과"),
-    COMPUTER("컴퓨터공학과");
+    COMPUTER("컴퓨터공학과"),
+    SOFTWARE("소프트웨어학과"),
+    DATA_SCIENCE("데이터사이언스학과");
 
     private final String name;
     MajorName(String name) {