O'Reilly logo

The Data Science Handbook by Field Cady

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Index

  1. a
  2. Absorbing Markov chain
  3. Adjusted rand index
  4. Agglomerative clustering
  5. AGILE development
  6. Amortized complexity
  7. Anonymous function
  8. Area under the ROC curve
  9. Artificial intelligence
  10. ASCII

 

  1. b
  2. Bag-of-Words
  3. Bayesian network
  4. Bayesian statistics
  5. Bernoulli random variable
  6. Big data
  7. Big-O notation
  8. Binomial random variable
  9. Bit
  10. Bonferroni correction
  11. BSON
  12. Byte

 

  1. c
  2. Cache (computer memory)
  3. Central limit theorem
  4. Cluster (analytics)
  5. Cluster (of computers)
  6. Combiner
  7. Comic Sans
  8. Compiler
  9. Complexity
  10. Compression
  11. Confusion matrix
  12. Consistent estimator
  13. Constructor
  14. Continuous random variable
  15. Convex function
  16. Convex optimization
  17. Convex region
  18. Convolutional neural network
  19. Correlation of residuals
  20. Covariance matrix
  21. C.R.A.P design
  22. Cumulative distribution function

 

  1. d
  2. DataFrame
  3. Decision tree
  4. Deep learning
  5. Denoising
  6. Dict (Python class)
  7. Discrete random variable
  8. Document store
  9. Duck typing
  10. Dummy variables
  11. Dynamic typing

 

  1. e
  2. Eigenface
  3. Ensemble classifier
  4. Entity recognition
  5. Entropy
  6. Equilibrium distribution (Markov chains)
  7. Estimator
  8. Expectation value
  9. Exploratory analysis
  10. Exponential random variable

 

  1. f
  2. F1 score
  3. False positive rate
  4. Fourier transform
  5. Functional programming

 

  1. g
  2. Garbage collection
  3. Gaussian distribution
  4. Gaussian mixture model
  5. Git
  6. Global optimum
  7. Gradient
  8. Gradient descent

 

  1. h
  2. Hadoop
  3. Hashable type
  4. Hash function
  5. Hash table
  6. Heap
  7. Heavy-tailed distribution
  8. Hypothesis testing

 

  1. i
  2. Imperative programming
  3. Inheritance (classes)
  4. Integration test
  5. Interpolation
  6. Iterator

 

  1. j
  2. Join
  3. Just-in-time compilation ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required