Index of /videos/courses/specializations/advanced_machine_learning/bayesian-methods-in-machine-learning/04_markov-chain-monte-carlo/01_mcmc
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01_monte-carlo-estimation.en.srt
2018-03-10 21:55
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01_monte-carlo-estimation.en.txt
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01_monte-carlo-estimation.mp4
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01_monte-carlo-estimation_w4a1_alex.pdf
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02_sampling-from-1-d-distributions.en.srt
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02_sampling-from-1-d-distributions.en.txt
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02_sampling-from-1-d-distributions.mp4
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02_sampling-from-1-d-distributions_w4a2_alex.pdf
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03_markov-chains.en.srt
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03_markov-chains.en.txt
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03_markov-chains.mp4
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03_markov-chains_w4b1_alex.pdf
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04_gibbs-sampling.en.srt
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04_gibbs-sampling.en.txt
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04_gibbs-sampling.mp4
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04_gibbs-sampling_w4b2.1_alex.pdf
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05_example-of-gibbs-sampling.en.srt
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05_example-of-gibbs-sampling.en.txt
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05_example-of-gibbs-sampling.mp4
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05_example-of-gibbs-sampling_w4b2.2_alex.pdf
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06_metropolis-hastings.en.srt
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06_metropolis-hastings.en.txt
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06_metropolis-hastings.mp4
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06_metropolis-hastings_w4b3_alex.pdf
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07_metropolis-hastings-choosing-the-critic.en.srt
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07_metropolis-hastings-choosing-the-critic.en.txt
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07_metropolis-hastings-choosing-the-critic.mp4
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07_metropolis-hastings-choosing-the-critic_w4b3_after_board_alex.pdf
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08_example-of-metropolis-hastings.en.srt
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08_example-of-metropolis-hastings.en.txt
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08_example-of-metropolis-hastings.mp4
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08_example-of-metropolis-hastings_w4b4_alex.pdf
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09_markov-chain-monte-carlo-summary.en.srt
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09_markov-chain-monte-carlo-summary.en.txt
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09_markov-chain-monte-carlo-summary.mp4
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09_markov-chain-monte-carlo-summary_w4b5_alex.pdf
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10_mcmc-for-lda.en.srt
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10_mcmc-for-lda.en.txt
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10_mcmc-for-lda.mp4
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10_mcmc-for-lda_w4c1_alex.pdf
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11_bayesian-neural-networks.en.srt
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11_bayesian-neural-networks.en.txt
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11_bayesian-neural-networks.mp4
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11_bayesian-neural-networks_w4c2_alex.pdf
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12_pymc_Week4._Practical_Assignment._MCMC.ipynb
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12_pymc_Week_4.zip
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12_pymc_adult_us_postprocessed.csv
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12_pymc_grader.py
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12_pymc_instructions.html
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