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In this video of the Deep Learning From Scratch series (Part 9), we explore two advanced learning techniques used in modern AI systems: ✅ Few-Shot Learning ✅ Zero-Shot Learning These approaches allow machine learning models to perform tasks with very little or even no labeled training data. They are widely used in modern AI systems, large language models, and advanced computer vision applications. 📌 In this lecture, you will learn: • What is Few-Shot Learning • What is Zero-Shot Learning • Difference between Few-Shot and Zero-Shot Learning • Why these techniques are important in modern AI • How models generalize with limited data • Real-world applications in NLP and Computer Vision This lecture is part of the Deep Learning From Scratch Step-by-Step Guide, explained in Urdu/Hindi to make advanced AI concepts easy for beginners and researchers. If you want to understand modern AI techniques used in systems like ChatGPT and large AI models, this topic is essential. 👉SEE Also (Related Videos): 👉Machine Learning Foundations Part 8 | Transfer Learning & Multitasking Learning (Urdu/Hindi) • Machine Learning Foundations Part 8 | Tran... 👉Machine Learning Foundations Part 7 | Reinforcement Learning & Online Learning (Urdu/Hindi) • Machine Learning Foundations Part 7 | Rein... 👉Machine Learning Foundations Part 6 | Semi-Supervised & Self-Supervised Learning (Urdu/Hindi) • Machine Learning Foundations Part 6 | Semi... Machine Learning Foundations Part 5 | Supervised vs Un supervised Learning (Urdu/Hindi) • Machine Learning Foundations Part 5 | Supe... 👉Machine Learning Foundations | Part 4 (Urdu/Hindi) • Machine Learning Foundations | Part 4 (Urd... 👉Machine Learning Foundations | Part 3 (Urdu/Hindi) • Machine Learning Foundations | Part 3 (Urd... 👉Machine learning Foundations | Part 2 (Urdu/Hindi) • Machine learning Foundations | Part 2 (Urd... 👉Machine Learning Foundations | Part 1 (Urdu/Hindi) • Machine Learning Foundations | Part 1 (Urd... 👉Deep Learning Mathematical Foundations | Part 4 (Gradients and Chain Rule) Urdu/Hindi • Deep Learning Mathematical Foundations | P... 👉Deep Learning Mathematical Foundations | Part 3 (Derivatives and Partial Derivatives) Urdu/Hindi • Deep Learning Mathematical Foundations | P... 👉Deep Learning Mathematical Foundation | Part 2 (Urdu/Hindi) • Deep Learning Mathematical Foundation | Pa... 👉Deep Learning Mathematical Foundation | Part 1 (Urdu/Hindi) • Deep Learning Mathematical Foundation | Pa... 👉Deep Learning Course Overview | Complete Syllabus & Roadmap • Deep Learning Course Overview | Complete S... 👉Deep Learning From Scratch | Instructor Introduction & Complete Course Overview • Deep Learning From Scratch | Instructor I... 🔹 Subscribe for more: / @qrrwithusman