d1018: Papers for a beginners, Machine Learning and Artificial Intelligence

“What are the must read papers for a beginner in the field of Machine Learning and Artificial Intelligence?” – reddit discussion

• https://projecteuclid.org/euclid.ss/1009213726 – Two cultures of statistical modelling by Leo Breiman

• Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares – Boyd and Vandenberghe

• Machine Learning – Bishop

• Deep Learning – Goodfellow

• The Elements of Statistical Learning – Hastie

• Bayesian Methods for Hackers

• https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471 – “Maschine learning is fun”
• Deap Learning is Easy