Machine Learning Yearning Andrew NG (Author)
- Publisher: COMPUTER SCIENCE
- Availability: In Stock
- SKU: 46264
- Number of Pages: 118
Rs.490.00
Rs.695.00
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📘 Title Name: Machine Learning Yearning
✍️ Author: Andrew Ng
📦 Quality: White Paper (Pakistan Print)
🔹 Introduction:
Machine Learning Yearning by Andrew Ng is a practical guide that teaches how to structure machine learning projects efficiently. Instead of complex math, the book focuses on strategy — helping practitioners understand how to diagnose ML problems, improve performance, and build AI systems step by step. It is ideal for beginners, students, and professionals who want to think like a machine learning engineer.
🔑 Key Points:
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Explains how to set up ML projects with clear goals and evaluation metrics.
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Teaches error analysis and how to identify bottlenecks in a learning algorithm.
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Covers strategies for improving accuracy, including data, model selection, and training techniques.
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Highlights the importance of orthogonalization in simplifying ML decision-making.
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Provides a practical roadmap for transitioning from traditional programming to AI-driven workflows.
🧠 Conclusion:
Andrew Ng’s Machine Learning Yearning is a concise yet powerful handbook for anyone entering the field of AI. Its emphasis on real-world problem-solving makes it essential reading for developers and students aiming to build reliable, scalable, and effective machine learning systems.
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