Page 364 - Data Science Algorithms in a Week

Index 345

172, 185, 189, 190, 192, 193, 230, 231, 275, 295,
K
302, 317, 318
machine pattern recognition, 106
kaempferol, 286
kernel method, 12 magnitude, 109, 124, 293, 306
knowledge acquisition, 42, 230 majority, 8, 185, 221, 324, 326, 329
knowledge base, 197, 198, 203, 204, 206, 214, 216, management, viii, 24, 25, 27, 34, 35, 36, 41, 42, 43,
218, 221, 223 44, 122, 125, 133, 134, 135, 136, 144, 145, 174,
Knowledge discovery, 183 189, 193, 204, 206, 225, 256, 258, 259, 260, 261,
Korea, 145 267, 271, 273, 275, 318, 319
Kuwait, 251 Mandela, President Nelson, 337
manipulation, 62, 106
manpower, 139
L manufacturing, vii, ix, 121, 122, 125, 126, 133, 138,
139, 143, 148, 169, 182, 274, 319
labeling, 10, 11 mapping, 70, 261, 275
layered architecture, 63 market share, 133, 260, 271
LC-MS, 297 marketing, 173, 189, 308
learning ability, 310, 313 marketplace, 259
learning blocks, 29 Markov autoregressive input-output model, 51
Learning by analogy:, 53 Markov Chain, 32
Learning from examples, 53 materials, vii, 134, 135, 147, 148, 168, 169, 173,
Learning from instruction, 53 181, 182, 188, 190
learning methods, 3, 52 mathematical programming, 122
learning process, viii, 52, 53, 56, 66, 156, 157, 263 mathematics, 126
learning task, 54, 156 matrix, viii, 11, 13, 15, 19, 22, 29, 43, 58, 105, 106,
legend, 214, 215 107, 108, 109, 110, 111, 117, 118, 119, 185, 189,
lending, x, 255, 256, 261, 268, 269, 272 238, 239
Lending Club, 257, 261, 263, 270, 272 matter, 66, 203, 204, 207, 209, 326, 328, 331, 334
light, 83, 329, 335 measurement, ix, 2, 46, 133, 151, 196, 282, 289, 295
Limited Self-Driving Automation, 51 media, vii, 102, 292
Linear Discriminant Analysis, 106, 297 median, 8, 10, 12, 13
linear model, 122, 298, 314 mediation, 256, 334
linear programming, 15 medical, 133, 209, 224, 225, 226, 233, 234, 241,
linear systems, 125 244, 250, 251, 252
linoleic acid, 285 medical expertise, 209
lipid peroxidation, 291 medicine, vii, x, 206, 224, 251, 277, 290
liquidity, 257, 261 membership, 200, 201, 202, 203, 204, 205, 206, 207,
Listeria monocytogenes, 289, 298 208, 209, 210, 211, 212, 213, 218
liver, 111, 112, 113, 114, 116 memory, 33, 40, 53, 69, 107, 130, 163, 324, 325,
loans, 263, 266, 267, 268 331, 334
local adaptation, 12 mental activity, 324
Local Ternary Patterns, 107 Merleau-Ponty, 323, 325, 326, 332, 336
long-term customer, 133 message passing, 33
messages, 25, 26, 28, 36, 52, 267
M methodology, ix, x, 9, 12, 15, 24, 41, 43, 82, 92, 93,
100, 122, 123, 126, 143, 173, 179, 189, 232, 234,
Machine Learning, v, viii, 2, 19, 20, 21, 44, 45, 49, 235, 236, 239, 241, 247, 252, 259, 274, 284, 297,
50, 51, 52, 53, 56, 57, 61, 62, 63, 70, 71, 72, 73, 301, 303, 304, 305, 316, 317
75, 100, 101, 102, 103, 108, 117, 118, 119, 145, microorganisms, 288, 289