Tag: reference-request

57 Why do internet companies prefer Java/Python for data scientist job? 2016-08-18T05:05:45.470

27 Books about the "Science" in Data Science? 2014-06-11T13:28:35.980

16 Data Science Podcasts? 2015-11-24T10:36:18.830

16 Beginner math books for Machine Learning 2018-01-09T18:28:08.657

15 Data science / machine learning books for mathematicians 2016-10-06T11:48:16.920

9 Sentiment Analysis Tutorial 2015-10-12T03:31:10.867

9 Math PhD (Nonlinear Programming) switching to Data Science? 2019-10-02T09:07:10.363

8 Keras categorical_crossentropy loss (and accuracy) 2017-06-22T20:04:18.330

7 data science / machine learning resources? 2015-11-21T07:58:22.937

7 Mastering NLP: Reading List 2018-08-04T13:06:10.910

7 Who invented the concept of over-fitting? 2020-11-24T06:30:54.983

6 Which book is a standard for introduction to genetic algorithms? 2017-01-04T23:48:16.433

6 Is there any proven disadvantage of transfer learning for CNNs? 2018-04-26T09:16:51.497

4 List of NLP challenges 2015-08-15T01:08:48.490

4 Features & Models to compute the probability of certain customer accepting an offer/product from a bank? 2015-11-17T07:38:41.220

4 Application of ideas from graph theory in machine learning 2016-03-17T10:38:41.777

4 Has anyone tried to use the hierarchy of ImageNet? 2017-03-07T17:02:15.513

4 MOOC or book on Deep Learning in Python for someone with a basic knowledge of neural networks 2017-07-02T12:19:20.067

4 Common Techniques to Generate from a Regression Neural Network Model 2018-06-05T14:52:15.320

4 Why Gradient methods work in finding the parameters in Neural Networks? 2018-10-05T16:13:32.203

3 Resources on Data Science for Football / Soccer? 2015-06-24T12:22:46.497

3 On the properties of Hyperbolic Tangent Kernel 2016-03-02T09:27:41.087

3 What is the best practice to test a ETL pipeline? 2019-05-07T06:46:51.627

3 Given a machine learning algorithm, what is the minimum size of the training set for it? 2019-09-04T05:57:26.470

3 Outlier/Anomaly Detection History 2020-04-21T10:10:41.090

3 References/tutorials about data mining and machine learning 2021-01-25T16:09:53.023

2 Which Machine Learning book to choose (APM, MLAP or ISL)? 2015-12-09T19:26:25.173

2 Markov switching models 2016-02-08T19:55:06.057

2 What is a good explanation of Non Negative Matrix Factorization? 2016-02-18T04:25:38.627

2 Is there any book for modern optimization in Python? 2016-08-18T11:35:25.867

2 Data Scientist Consulting Interview Guide 2017-03-08T20:52:22.510

2 Deep Learning to estimate what is beyond the edge 2017-10-19T17:07:24.217

2 Help me choose a Data Science book in Python 2018-05-05T12:11:55.107

2 Do 3D bar charts have advantages over 2D bar charts? 2018-12-31T07:49:27.830

2 What could be proper terms for a research direction in natural language processing to measure meaningfulness? 2020-01-07T17:12:07.880

2 What is the difference between ICR and OCR? 2020-07-23T08:50:09.127

2 Machine learning for circular sequences 2020-10-17T01:22:29.607

2 Rate of convergence - comparison of supervised ML methods 2021-02-24T13:52:21.787

1 Does anyone have any thought how come the fuzzy rules can be verified and validated? 2015-11-14T19:49:28.633

1 What are prototypes in RBF networks? 2016-01-20T12:53:31.883

1 Questions regarding deep learning? 2016-03-10T09:21:41.117

1 How to understand equations in research papers? 2016-08-13T16:07:48.723

1 MOOCs for Python in Data Science 2017-07-03T11:37:52.103

1 Classes of neural nets and their applications 2017-12-03T08:06:27.603

1 Possibility of self-growing neural nets 2017-12-04T10:47:22.790

1 ElasticSearch for data scientists 2018-01-18T02:22:39.100

1 What is the relationship between AI and data science? 2018-02-10T22:47:48.910

1 Voting patterns similarities 2018-05-25T23:50:48.487

1 Learning Attention Based Models [books] 2018-09-20T14:08:59.637

1 Recognition of objects in almost plain background 2019-01-18T01:59:16.543

1 Correlation between (average daily) impressions and user response ratio in social media 2019-07-29T04:34:45.933

1 How has data generation evolved over the years (and centuries)? 2019-09-07T16:10:33.657

1 Book about distances for data science (can't remember the name) 2019-09-17T08:40:44.773

1 Tutorial for restricted Boltzmann machine using PyTorch or Tensorflow? 2019-11-25T13:01:54.707

1 What are some good resources for setting up and debugging neural networks? 2020-12-20T08:02:15.757

0 How can one use unstructured data for forecasting? 2016-06-03T23:40:56.187

0 OpenNLP tutorial or book 2016-12-14T08:16:39.453

0 Forecast vs Prediction: What is the difference? 2018-06-28T07:29:27.880

0 algorithm to auto-download articles from the internet 2018-12-04T19:46:47.687

0 Protein interaction prediction- how to input this data structure 2019-01-22T06:08:57.237

0 How CNN applies backpropagation to update its weights and biases? 2019-09-30T04:43:34.697

0 What is "lag" in time series forecasting? 2020-04-17T11:43:41.713

0 Where to upload large (0.5Gb) weights anonymously? 2020-05-28T19:30:15.893

0 Kernel approximation of a function known only point-wise? 2020-07-26T09:54:38.987

0 Is there a pre-trained network trained on RGB-D (4) channels? 2020-12-21T20:52:04.900

0 Recommendations for notable papers/analyses that make use of 'big' spatial data? 2020-12-28T16:53:20.857

0 Reconstructing an audio signal from its Mel-scale spectrogram using an autoencoder 2021-01-21T20:20:32.130

-1 What are good films for teaching data-driven decision making? (like Moneyball) 2016-08-14T09:31:25.423

-2 Can you use machine learning to extract the entropy from a hand print reliably? 2017-11-19T06:05:42.633