Update app.py

app.py

@@ -240,45 +240,28 @@ LEARNING_RESOURCES = {
     },
     "Video Tutorials": {
         "python_beginner": [
-            {"title": "Python Full Course for Beginners", "url": "https://www.youtube.com/watch?v=_uQrJ0TkZlc"},
             {"title": "CS50's Introduction to Programming with Python", "url": "https://cs50.harvard.edu/python/"},
-            {"title": "Python Tutorial - Python for Beginners", "url": "https://www.youtube.com/watch?v=_uQrJ0TkZlc"},
             {"title": "freeCodeCamp Python Course", "url": "https://www.freecodecamp.org/learn/scientific-computing-with-python/"}
         ],
         "python_intermediate": [
-            {"title": "Corey Schafer Python Tutorials", "url": "https://www.youtube.com/user/schafer5"},
-            {"title": "Advanced Python Features", "url": "https://www.youtube.com/playlist?list=PLP8GkvaIxJP0VAXF3USi9U4JnpxnHjT_"},
-            {"title": "Python OOP Tutorials", "url": "https://www.youtube.com/playlist?list=PLzMcBGfZo4-l1MqB1zoYfqzlj_HH-ZzXt"},
             {"title": "MIT OpenCourseWare: Python", "url": "https://ocw.mit.edu/courses/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/"}
         ],
         "data_science_beginner": [
-            {"title": "Python for Data Science Course", "url": "https://www.youtube.com/watch?v=LHBE6Q9XlzI"},
-            {"title": "Data Analysis with Python - Full Course", "url": "https://www.youtube.com/watch?v=r-uOLxNrNk8"},
-            {"title": "Statistics Fundamentals", "url": "https://www.youtube.com/playlist?list=PLblh5JKOoLUK0FLuzwntyYI10UQFUhsY9"},
             {"title": "freeCodeCamp Data Analysis Course", "url": "https://www.freecodecamp.org/learn/data-analysis-with-python/"}
         ],
         "data_science_advanced": [
-            {"title": "StatQuest: Machine Learning", "url": "https://www.youtube.com/playlist?list=PLblh5JKOoLUIcdlgu78MnlATeyx4cEVeR"},
             {"title": "Machine Learning Course by Andrew Ng", "url": "https://www.coursera.org/learn/machine-learning"},
-            {"title": "Deep Learning Specialization", "url": "https://www.deeplearning.ai/deep-learning-specialization/"},
-            {"title": "Data Science Full Course", "url": "https://www.youtube.com/watch?v=ua-CiDNNj30"}
+            {"title": "Deep Learning Specialization", "url": "https://www.deeplearning.ai/deep-learning-specialization/"}
         ],
         "ai_specialization": [
-            {"title": "Stanford CS231n: CNN for Visual Recognition", "url": "https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv"},
-            {"title": "Deep Learning Lectures by Lex Fridman", "url": "https://www.youtube.com/playlist?list=PLrAXtmErZgOeiKm4sgNOknGvNjby9efdf"},
-            {"title": "MIT 6.S191: Introduction to Deep Learning", "url": "http://introtodeeplearning.com/"},
-            {"title": "Stanford CS224N: NLP with Deep Learning", "url": "https://www.youtube.com/playlist?list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z"}
+            {"title": "MIT 6.S191: Introduction to Deep Learning", "url": "http://introtodeeplearning.com/"}
         ],
         "generative_ai": [
             {"title": "Neural Networks: Zero to Hero", "url": "https://karpathy.ai/zero-to-hero.html"},
-            {"title": "LLM Bootcamp", "url": "https://www.youtube.com/watch?v=twHxmU9OxDU"},
-            {"title": "Diffusion Models Explained", "url": "https://www.youtube.com/watch?v=fbLgFrlTnGU"},
             {"title": "Prompt Engineering for LLMs", "url": "https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/"}
         ],
         "agentic_ai": [
             {"title": "Building AI Agents with LangChain", "url": "https://www.youtube.com/watch?v=iw2Wcw7qPuE"},
-            {"title": "LLM Agents Tutorial", "url": "https://www.youtube.com/watch?v=RUzgloRlHIc"},
-            {"title": "Reinforcement Learning Course", "url": "https://www.youtube.com/playlist?list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ"},
             {"title": "AutoGPT and Multi-Agent Systems", "url": "https://www.youtube.com/watch?v=4YaILFaUXTo"}
         ]
     },
@@ -372,6 +355,7 @@ LEARNING_RESOURCES = {
     }
 }
 
+
 PROJECT_IDEAS = {
     "Visual": {
         "python_beginner": [