Udemy - Probability - Stats - The Foundations Of Machine Learning

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Category:
 Other
Date:
04/28/23 at 9:47pm GMT+1
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Unknown
Seeders:
9
Leechers:
2
File size:
2.4 GB in 98 files

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  This torrent has been verified.

Infohash:
640531a7ed9bccbd56cfc675135d9585316fe35f


File list

  • Udemy - Probability - Stats - The Foundations Of Machine Learning
  • icon ~Get Your Files Here !/1 - Diving in with code/1 - Code env setup and Python crash course.mp4 164.6 MB
    icon ~Get Your Files Here !/1 - Diving in with code/2 - Getting started with code Feel of data.mp4 84.4 MB
    icon ~Get Your Files Here !/1 - Diving in with code/3 - Foundations data types and representing data English.srt 34.9 KB
    icon ~Get Your Files Here !/1 - Diving in with code/3 - Foundations data types and representing data.mp4 145.1 MB
    icon ~Get Your Files Here !/1 - Diving in with code/4 - Practical note onehot vector encoding English.srt 8 KB
    icon ~Get Your Files Here !/1 - Diving in with code/4 - Practical note onehot vector encoding.mp4 29.2 MB
    icon ~Get Your Files Here !/1 - Diving in with code/5 - Exploring data types in code English.srt 21.5 KB
    icon ~Get Your Files Here !/1 - Diving in with code/5 - Exploring data types in code.mp4 139.9 MB
    icon ~Get Your Files Here !/1 - Diving in with code/6 - Central tendency mean median mode.mp4 118.5 MB
    icon ~Get Your Files Here !/1 - Diving in with code/7 - Section Review Tasks.html 2.2 KB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/01-intro-to-data.pdf 2.5 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/02-averages.pdf 1 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/03-variance.pdf 1001.3 KB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/05-probability.pdf 4.7 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/06-counting.pdf 5.5 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/06-prob-rules.pdf 6.7 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/07-bayes-rule.pdf 6.2 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/08-random-variables.pdf 5.9 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/09-distributions.pdf 3.4 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/10-continuous-distributions.pdf 5.7 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/11-expected-values.pdf 1.6 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/12-entropy.pdf 5 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/13-mcmc.pdf 3.1 MB
    icon ~Get Your Files Here !/1 - Diving in with code/pdfs/14-kl-divergence.pdf 2.7 MB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/00-basic-python-crash-course.ipynb 46.4 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/00-nhanes_data_basics.ipynb 115.2 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/01-data-types.ipynb 9 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/02-studying-variables.ipynb 296.5 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/03-dispersion.ipynb 87 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/04-coin-flips.ipynb 148.4 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/05-spam-detection.ipynb 15.9 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/06-distributions.ipynb 295.6 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/06-joints-and-marginals.ipynb 258.6 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/07-decision-tree.ipynb 30 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/08-bayesian-inference.ipynb 2.7 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/data/ipynb_checkpoints/nhanes_2015_2016-checkpoint.csv 744.5 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/data/ipynb_checkpoints/sleep_data-checkpoint.csv 280.6 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/data/ipynb_checkpoints/zoo-checkpoint.data 4 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/data/nhanes_2015_2016.csv 744.5 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/data/sleep_data.csv 280.6 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/data/zoo.data 4 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/data/zoo.names 2.5 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/DS_Store 6 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/ipynb_checkpoints/00-basic-python-crash-course-checkpoint.ipynb 46.4 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/ipynb_checkpoints/00-nhanes_data_basics-checkpoint.ipynb 115.2 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/ipynb_checkpoints/01-data-types-checkpoint.ipynb 2.8 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/ipynb_checkpoints/02-studying-variables-checkpoint.ipynb 296.5 KB
    icon ~Get Your Files Here !/1 - Diving in with code/prob-cs/ipynb_checkpoints/03-dispersion-checkpoint.ipynb 7.1 KB
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_01-intro-to-data.pdf 291 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_02-averages.pdf 291 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_03-variance.pdf 291 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_05-probability.pdf 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_06-counting.pdf 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_06-prob-rules.pdf 291 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_07-bayes-rule.pdf 291 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_08-random-variables.pdf 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_09-distributions.pdf 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_10-continuous-distributions.pdf 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_11-expected-values.pdf 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_12-entropy.pdf 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_13-mcmc.pdf 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_14-kl-divergence.pdf 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/ipynb_checkpoints/_nhanes_2015_2016-checkpoint.csv 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/ipynb_checkpoints/_sleep_data-checkpoint.csv 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/ipynb_checkpoints/_zoo-checkpoint.data 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/_.ipynb_checkpoints 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/_nhanes_2015_2016.csv 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/_sleep_data.csv 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/_zoo.data 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/_zoo.names 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_00-basic-python-crash-course-checkpoint.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_00-nhanes_data_basics-checkpoint.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_01-data-types-checkpoint.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_02-studying-variables-checkpoint.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_03-dispersion-checkpoint.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_04-coin-flips-checkpoint.ipynb 177 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_05-spam-detection-checkpoint.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_06-distributions-checkpoint.ipynb 177 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_06-joints-and-marginals-checkpoint.ipynb 177 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_07-decision-tree-checkpoint.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_08-bayesian-inference-checkpoint.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_Untitled-checkpoint.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_.DS_Store 120 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_.ipynb_checkpoints 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_00-basic-python-crash-course.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_00-nhanes_data_basics.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_01-data-types.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_02-studying-variables.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_03-dispersion.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_04-coin-flips.ipynb 177 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_05-spam-detection.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_06-distributions.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_06-joints-and-marginals.ipynb 177 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_07-decision-tree.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_08-bayesian-inference.ipynb 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_data 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/_pdfs 178 B
    icon ~Get Your Files Here !/1 - Diving in with code/__MACOSX/_prob-cs 178 B

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