- The Pragmatic Programmer
- The Mythical Man-Moth
- Clean Code
- The Clean Coder
- Refactoring: Improving The Design Of Existing code
- Working Effectively With Legacy Code
- Code Complete
- Head First Design Patterns
- PeopleWare: Productive Projects And Teams
- Soft Skills: The Software Developer's Life Manual
- Pattern Recognition (Theodoridis)
- Statistical Learning
- Elements Of Statistical Learning
- Pattern Recognition And Machine learning
- Hands On Machine Learning
- Handbook Of Brain Theory
- Learning Deep Architectures
- Handbook On Neural Information Processing
- Probabilistic Graphical Models
- Deep Learning : A Practitioner's Approach
- Machine Learning: A Probabilistic Perspective
- Probabilistic Theory Of Pattern Recognition
- Pattern Classification
- Bayesian Reasoning And Machine Learning
- Introduction To Neural Networks
- Convex Analysis And Non Linear Optimization
- Introduction To Optimization
- Introduction To The Theory Of Nonlinear Optimization
- Large Scale Nonlinear Optimization
- Linear Optimization
- Numerical Optimization
- Machine Learning for Hackers
- Python Machine Learning
- Programming Collective Intelligence: Building Smart Web 2.0 Applications
- Machine Learning: An Algorithmic Perspective, Second Edition
- Introduction to Machine Learning with Python: A Guide for Data Scientists
- Data Mining: Practical Machine Learning Tools and Techniques, Third Edition
- Teaching material
- Machine Learning in Action
- Reactive Machine Learning Systems(MEAP)
- An Introduction to Statistical Learning
- Building Machine Learning Systems with Python
- Learning scikit-learn: Machine Learning in Python
- Probabilistic Programming & Bayesian Methods for Hackers
- Probabilistic Graphical Models: Principles and Techniques
- Machine Learning: Hands-On for Developers and Technical Professionals
- Learning from Data
- Reinforcement Learning: An Introduction (2nd Edition)
- Machine Learning with TensorFlow(MEAP)
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Quora
-
Reddit
- Neural Information Processing Systems (NIPS)
- IEEE Conference on Computational Intelligence and Games (CIG)
- IEEE International Conference on Machine Learning and Applications (ICMLA)
- International Conference on Machine Learning (ICML)
- CVPR (IEEE Conference On Computer Vision and Pattern Recognition)
- ECCV (European Conference On Computer Vision)
- ICCV (IEEE Internation Conference On Computer Vision)
- SIGKDD (ACM SIGKDD International Conference On Knowledge Discovery And Data Mining)
- ACL (Meeting Of The Association For Computational Linguistics)
- EMNLP (Conference On Empirical Methods In Natural Language Processing)
- AAAI (AAAI Conference On Artificial Intelligence)