Books

Deep Learning Through the Prism of Tensors ↗
P. Singh and R. Balasubramanian · Springer Nature Singapore · 610 pages · 2024 · ISBN 978-981-97-8018-1
The Geometry of Intelligence: Foundations of Transformer Networks in Deep Learning ↗
P. Singh and R. Balasubramanian · Springer Nature Singapore · 375 pages · 2025 · ISBN 978-981-96-4705-7
Artificial Intelligence and Machine Learning ↗
P. Singh, T. K. Gandhi and R. Balasubramanian · McGraw Hill India · 584 pages · 2025 · ISBN 978-936-44-4082-0
Python for Mathematical Thinking ↗
P. Singh and R. Balasubramanian · Springer Nature Singapore · 491 pages · 2026 · ISBN 978-981-95-4079-2

Long-form foundations.