Linked Questions

0
votes
2answers
2k views

Learning Algorithms/Neural networks books? [duplicate]

Possible Duplicate: Machine learning cookbook / reference card / cheatsheet? Machine learning self-learning book? What are some good theoretical and practical machine learning algorithms books? ...
10
votes
0answers
1k views

Machine learning self-learning book? [duplicate]

Possible Duplicate: Machine learning cookbook / reference card / cheatsheet? I wonder if there is a good self-learning textbook for machine learning? I am particularly looking for those in ...
5
votes
2answers
253 views

Taxonomy/overview of machine learning techniques [duplicate]

My question: I'm looking for a taxonomy/bestiary/overview of machine learning techniques. I would like to learn 1) how these methods relate to each other, and 2) the relative costs and benefits (and ...
0
votes
1answer
150 views

Book for Machine Learning [duplicate]

Is there a book analogous to Introduction to Algorithms (CLRS) for Machine Learning, that covers all the models and explanations comprehensively?
0
votes
1answer
86 views

Appropriate problems for different type of ML classifiers [duplicate]

I have learned several classifiers in Machine learning - Decision tree, Neural network, SVM, Bayesian classifier, K-NN, Markov process...etc. Can anyone please help to understand when I should prefer ...
0
votes
0answers
99 views

Alternative to The Elements of Statistical Learning: Data Mining, Inference, and Prediction [duplicate]

I am taking a class in statistics which uses The Elements of Statistical Learning: Data Mining, Inference, and Prediction as a textbook. However, I find this book very terse. Could anyone please ...
2
votes
0answers
78 views

General rules for choosing machine-learning algorithm? [duplicate]

Possible Duplicate: Machine learning cookbook / reference card / cheatsheet? There are numerous machine-learning approaches out there. Also there are numerous ways how to optimize their ...
1
vote
0answers
70 views

Machine Learning books for CS (non-statistician) grad student [duplicate]

What books on machine learning are recommended for a CS graduate student without a huge background in statistics? I do have some background in ML (and of course linear algebra, probability, etc.) but ...
1
vote
0answers
62 views

Overview of (common) classifiers and their characteristics [duplicate]

Possible Duplicate: Machine learning cookbook / reference card / cheatsheet? Each classifier has it's own advantages and disadvantages. E.g. train/test speed, classification/regression (and how ...
4
votes
5answers
956 views

Machine Learning Book (Python)

I'm in search of a good book about Machine Learning. Requirements: Good theoretical depth (while being a ML beginner, I hold a degree in mathematics), but accompained with good examples and plenty ...
7
votes
4answers
298 views

Machine learning courses: maths explained

I'm looking for a Machine Learning course that would give the maths behind algorithms rather than simply teach how to apply them. I've looked at Udacity Into to Machine Learning and Andrew Ng's course ...
5
votes
2answers
1k views

Machine Learning for Image Processing book recommendation

I'm searching a good (and compact) book about multivariate pattern analysis in images with machine learning techniques. I took a machine learning course and used for it the Bishop book but I found it ...
7
votes
2answers
2k views

Building background for machine learning for CS student

I am a CS graduate student and I am starting to get really interested in Machine Learning (and Predictive Analytics). I have started working on a text classification project with a professor to learn ...
7
votes
2answers
3k views

Selecting an appropriate machine learning algorithm?

I do not think that this is a difficult question, but I guess someone needs experience to answer it. It is a question that is asked a lot here, but I did not found any answer that explains the reasons ...
2
votes
3answers
968 views

Seeking a Recommendation on Machine Learning Books for Biological Research

I am an undergraduate student studying mathematics and microbiology. I recently got a research project to study the evolution of viruses from the computational perspective, particularly from machine ...

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