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Machine Learning Year 3 (MCSL)
MCSL reading lists by Henry
(Mathematics · Computer Science · Statistical Science · Machine Learning)
Mathematics Year 1 (MCSL)
https://www.goodreads.com/list/show/1...
Computer Science Year 1 (MCSL)
https://www.goodreads.com/list/show/1...
Statistical Science Year 1 (MCSL)
https://www.goodreads.com/list/show/1...
Machine Learning Year 1 (MCSL)
https://www.goodreads.com/list/show/1...
Mathematics Year 2 (MCSL)
https://www.goodreads.com/list/show/1...
Computer Science Year 2 (MCSL)
https://www.goodreads.com/list/show/1...
Statistical Science Year 2 (MCSL)
https://www.goodreads.com/list/show/1...
Machine Learning Year 2 (MCSL)
https://www.goodreads.com/list/show/1...
Mathematics Year 3 (MCSL)
https://www.goodreads.com/list/show/1...
Computer Science Year 3 (MCSL)
https://www.goodreads.com/list/show/1...
Statistical Science Year 3 (MCSL)
https://www.goodreads.com/list/show/1...
Machine Learning Year 3 (MCSL)
https://www.goodreads.com/list/show/1...
Mathematics Year 4 (MCSL)
https://www.goodreads.com/list/show/1...
Computer Science Year 4 (MCSL)
https://www.goodreads.com/list/show/1...
Statistical Science Year 4 (MCSL)
https://www.goodreads.com/list/show/1...
Machine Learning Year 4 (MCSL)
https://www.goodreads.com/list/show/1...
(Mathematics · Computer Science · Statistical Science · Machine Learning)
Mathematics Year 1 (MCSL)
https://www.goodreads.com/list/show/1...
Computer Science Year 1 (MCSL)
https://www.goodreads.com/list/show/1...
Statistical Science Year 1 (MCSL)
https://www.goodreads.com/list/show/1...
Machine Learning Year 1 (MCSL)
https://www.goodreads.com/list/show/1...
Mathematics Year 2 (MCSL)
https://www.goodreads.com/list/show/1...
Computer Science Year 2 (MCSL)
https://www.goodreads.com/list/show/1...
Statistical Science Year 2 (MCSL)
https://www.goodreads.com/list/show/1...
Machine Learning Year 2 (MCSL)
https://www.goodreads.com/list/show/1...
Mathematics Year 3 (MCSL)
https://www.goodreads.com/list/show/1...
Computer Science Year 3 (MCSL)
https://www.goodreads.com/list/show/1...
Statistical Science Year 3 (MCSL)
https://www.goodreads.com/list/show/1...
Machine Learning Year 3 (MCSL)
https://www.goodreads.com/list/show/1...
Mathematics Year 4 (MCSL)
https://www.goodreads.com/list/show/1...
Computer Science Year 4 (MCSL)
https://www.goodreads.com/list/show/1...
Statistical Science Year 4 (MCSL)
https://www.goodreads.com/list/show/1...
Machine Learning Year 4 (MCSL)
https://www.goodreads.com/list/show/1...
Score
A book’s total score is based on multiple factors, including the number of people who have voted for it and how highly those voters ranked the book.
| 1 |
|
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning series)
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4.54 avg rating — 797 ratings
score: 775,
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8 people voted
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| 2 |
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Information Theory, Inference, and Learning Algorithms
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4.52 avg rating — 487 ratings
score: 683,
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7 people voted
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| 3 |
|
Pattern Recognition and Machine Learning
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4.32 avg rating — 1,889 ratings
score: 598,
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6 people voted
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| 4 |
|
Foundations of Machine Learning
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4.21 avg rating — 94 ratings
score: 544,
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6 people voted
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| 5 |
|
Handbook of Practical Logic and Automated Reasoning
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3.85 avg rating — 13 ratings
score: 528,
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6 people voted
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| 6 |
|
Decision Making Under Uncertainty: Theory and Application (MIT Lincoln Laboratory Series)
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4.39 avg rating — 28 ratings
score: 526,
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6 people voted
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| 7 |
|
Algorithms for Reinforcement Learning
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4.04 avg rating — 26 ratings
score: 520,
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6 people voted
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| 8 |
|
Dynamic Programming And Optimal Control, Vol. 1
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4.36 avg rating — 33 ratings
score: 516,
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6 people voted
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| 9 |
|
Dynamic Programming and Optimal Control, Vol. 2
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4.19 avg rating — 21 ratings
score: 496,
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6 people voted
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| 10 |
|
Introduction to Natural Language Processing (Adaptive Computation and Machine Learning series)
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4.35 avg rating — 23 ratings
score: 476,
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6 people voted
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| 11 |
|
Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback))
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4.11 avg rating — 170 ratings
score: 472,
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5 people voted
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| 12 |
|
Probabilistic Robotics (Intelligent Robotics and Autonomous Agents series)
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4.61 avg rating — 215 ratings
score: 455,
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5 people voted
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| 13 |
|
Multiple View Geometry in Computer Vision
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4.35 avg rating — 141 ratings
score: 442,
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5 people voted
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| 14 |
|
Speech and Language Processing
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4.29 avg rating — 638 ratings
score: 439,
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5 people voted
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| 15 |
|
Foundations of Semantic Web Technologies (Chapman & Hall/CRC Textbooks in Computing)
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4.15 avg rating — 27 ratings
score: 430,
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5 people voted
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| 15 |
|
Game Theory
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4.32 avg rating — 41 ratings
score: 430,
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5 people voted
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| 17 |
|
Playing for Real: A Text on Game Theory
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4.11 avg rating — 46 ratings
score: 429,
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5 people voted
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| 18 |
|
Modern Robotics: Mechanics, Planning, and Control
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4.59 avg rating — 32 ratings
score: 427,
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5 people voted
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| 18 |
|
Computer Vision: Models, Learning, and Inference
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4.41 avg rating — 59 ratings
score: 427,
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5 people voted
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| 20 |
|
Evolutionary Games and Population Dynamics
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really liked it 4.00 avg rating — 16 ratings
score: 424,
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5 people voted
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| 21 |
|
Kernel Methods for Pattern Analysis
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3.96 avg rating — 28 ratings
score: 418,
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5 people voted
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| 21 |
|
Principles of Neural Design
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4.64 avg rating — 101 ratings
score: 418,
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5 people voted
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| 23 |
|
Fundamentals of Computational Neuroscience
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4.21 avg rating — 33 ratings
score: 410,
and
5 people voted
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| 24 |
|
An Introduction to Description Logic
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4.50 avg rating — 10 ratings
score: 408,
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5 people voted
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| 25 |
|
Markov Decision Processes: Discrete Stochastic Dynamic Programming (Wiley Series in Probability and Statistics)
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4.47 avg rating — 17 ratings
score: 402,
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5 people voted
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| 26 |
|
Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations
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3.75 avg rating — 36 ratings
score: 401,
and
5 people voted
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| 27 |
|
Fuzzy Set Theory―and Its Applications
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4.30 avg rating — 10 ratings
score: 392,
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5 people voted
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| 28 |
|
A Guide to Convolutional Neural Networks for Computer Vision
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4.20 avg rating — 5 ratings
score: 375,
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5 people voted
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| 29 |
|
Foundations of Computational Linguistics: Human-Computer Communication in Natural Language
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4.25 avg rating — 4 ratings
score: 372,
and
5 people voted
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| 30 |
|
Computer Vision: Algorithms and Applications
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4.22 avg rating — 144 ratings
score: 288,
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3 people voted
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| 31 |
|
Computer Vision: Algorithms and Applications
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4.22 avg rating — 144 ratings
score: 158,
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2 people voted
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| 32 |
|
A Primer to the 42 Most commonly used Machine Learning Algorithms (With Code Samples). (Artificial Intelligence Book 1)
by
Murat Durmus (Goodreads Author)
4.20 avg rating — 10 ratings
score: 100,
and
1 person voted
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