Top AI Coding Challenges Faced by Beginners in Software Development (How to Overcome Them)

Top AI Coding Challenges Faced by Beginners in Software Development (How to Overcome Them)

Are you a beginner in software development and wondering how AI fits into your coding journey? In this video, we break down the top AI coding challenges new developers face — from understanding AI logic to debugging machine learning models — and share practical tips to overcome each hurdle.

Whether you're building your first AI app or experimenting with GPT and Python, this video will give you actionable guidance to avoid common beginner mistakes and accelerate your learning. Perfect for those diving into AI, ML, or data science in 2025 and beyond!

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🔖 Timestamps:

00:00 - Introduction
00:32 - Challenge #1: Understanding AI Concepts & Terminology
01:15 - Challenge #2: Choosing the Right Tools (Python, TensorFlow, GPT)
02:05 - Challenge #3: Debugging AI Models and Logic
03:00 - Challenge #4: Data Quality and Dataset Issues
03:50 - Challenge #5: Over-relying on AI Code Generators
05:00 - Final Tips for Beginners Starting in AI Development
05:45 - Conclusion & Next Steps

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