February 2017
Intermediate to advanced
290 pages
5h 48m
English
Content preview from Digital Signal Processing (DSP) with Python Programming
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Index
A, B
- acceptance-rejection method
- AIC
- algorithm
- acceptance-rejection
- backward recursion
- Box-Muller
- EM for GMM
- Expectation-Maximization (EM)
- forward recursion
- Gibbs sampler
- importance sampling
- Kalman
- LDA
- Metropolis-Hastings
- PCA
- Viterbi
- antithetic variates method
- AR
- area under the ROC curve (AUC)
- AUC
- autoregressive
- backward stepwise selection
- Bayesian statistics
- best linear unbiased estimator (BLUE)
- bias
- BIC
- bilateral hypothesis testing
- bilateral test
- bootstrap
- box plot
- Box-Muller method
- burn-in period
C
- Cauchy
- generation
- law
- moment
- cdf
- censored data
- centered
- random variable
- central limit
- theorem
- characteristic function
- marginal probability distribution
- classification
- coefficients
- correlation
- complete data (EM algorithm)
- composite hypothesis
- conditional
- covariance (Gaussian case)
- distribution (Gaussian case)
- expectation
- expectation (Gaussian case)
- probability distribution
- confidence interval
- continuity
- theorem
- correlation
- coefficients
- distribution
- matrix
- covariance
- Cramer-Rao bound (CRB)
- critical
- region
- test function
- cross validation
- cumulated sum
- cumulative
- distribution
- function
- CUSUM
D, E, F
- δ-method
- density (probability)
- design matrix
- detailed balance equation
- detection probability
- deterministic test
- digamma function
- directed acyclic graph
- efficient
- equation
- detailed balance
- evolution
- observation
- state
- estimator
- efficient
- unbiased
- Expectation-Maximization
- false alarm probability
- filtering
- Fisher
- information matrix
- transformation ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.