Udemy - Probability - Stats - The Foundations Of Machine Learning

Torrent Details


Udemy - Probability - Stats - The Foundations Of Machine Learning

NAME
Udemy - Probability - Stats - The Foundations Of Machine Learning.torrent
CATEGORY
Other
INFOHASH
640531a7ed9bccbd56cfc675135d9585316fe35f
SIZE
2.4 GB in 98 files
ADDED
Uploaded on 05-05-2023 by our crawler pet called "Spidey".
SWARM
0 seeders & 0 peers
RATING
No votes yet.

Please login to vote for this torrent.


Description

[ DevCourseWeb.com ] Probability / Stats: The Foundations Of Machine Learning



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Language: English (US) | Size: 2.45 GB | Duration: 6h 41m



Real-world, code-oriented learning for programmers to use prob/stats in all of CS, Data Science and Machine Learning



What you'll learn

Necessary concepts in stats and probability

Important concepts in the subject necessary for Data Science and/or ML

Distributions and their importance

Entropy - the foundation of all Machine Learning

Intro to Bayesian Inference

Applying concepts through code

Exceptional SUPPORT: Questions answered within the day. Try it!



Requirements

Basic coding knowledge

No maths background needed (beyond basic arithmetic)

Crash course of Python provided in the contents



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



Image error



Image error

Discussion

Comments 0

Post Your Comment

Files in this torrent

FILENAMESIZE
~Get Your Files Here !/1 - Diving in with code/1 - Code env setup and Python crash course.mp4164.6 MB
~Get Your Files Here !/1 - Diving in with code/2 - Getting started with code Feel of data.mp484.4 MB
~Get Your Files Here !/1 - Diving in with code/3 - Foundations data types and representing data English.srt34.9 KB
~Get Your Files Here !/1 - Diving in with code/3 - Foundations data types and representing data.mp4145.1 MB
~Get Your Files Here !/1 - Diving in with code/4 - Practical note onehot vector encoding English.srt8 KB
~Get Your Files Here !/1 - Diving in with code/4 - Practical note onehot vector encoding.mp429.2 MB
~Get Your Files Here !/1 - Diving in with code/5 - Exploring data types in code English.srt21.5 KB
~Get Your Files Here !/1 - Diving in with code/5 - Exploring data types in code.mp4139.9 MB
~Get Your Files Here !/1 - Diving in with code/6 - Central tendency mean median mode.mp4118.5 MB
~Get Your Files Here !/1 - Diving in with code/7 - Section Review Tasks.html2.2 KB
~Get Your Files Here !/1 - Diving in with code/pdfs/01-intro-to-data.pdf2.5 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/02-averages.pdf1 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/03-variance.pdf1001.3 KB
~Get Your Files Here !/1 - Diving in with code/pdfs/05-probability.pdf4.7 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/06-counting.pdf5.5 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/06-prob-rules.pdf6.7 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/07-bayes-rule.pdf6.2 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/08-random-variables.pdf5.9 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/09-distributions.pdf3.4 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/10-continuous-distributions.pdf5.7 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/11-expected-values.pdf1.6 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/12-entropy.pdf5 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/13-mcmc.pdf3.1 MB
~Get Your Files Here !/1 - Diving in with code/pdfs/14-kl-divergence.pdf2.7 MB
~Get Your Files Here !/1 - Diving in with code/prob-cs/00-basic-python-crash-course.ipynb46.4 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/00-nhanes_data_basics.ipynb115.2 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/01-data-types.ipynb9 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/02-studying-variables.ipynb296.5 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/03-dispersion.ipynb87 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/04-coin-flips.ipynb148.4 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/05-spam-detection.ipynb15.9 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/06-distributions.ipynb295.6 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/06-joints-and-marginals.ipynb258.6 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/07-decision-tree.ipynb30 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/08-bayesian-inference.ipynb2.7 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/data/ipynb_checkpoints/nhanes_2015_2016-checkpoint.csv744.5 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/data/ipynb_checkpoints/sleep_data-checkpoint.csv280.6 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/data/ipynb_checkpoints/zoo-checkpoint.data4 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/data/nhanes_2015_2016.csv744.5 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/data/sleep_data.csv280.6 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/data/zoo.data4 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/data/zoo.names2.5 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/DS_Store6 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/ipynb_checkpoints/00-basic-python-crash-course-checkpoint.ipynb46.4 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/ipynb_checkpoints/00-nhanes_data_basics-checkpoint.ipynb115.2 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/ipynb_checkpoints/01-data-types-checkpoint.ipynb2.8 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/ipynb_checkpoints/02-studying-variables-checkpoint.ipynb296.5 KB
~Get Your Files Here !/1 - Diving in with code/prob-cs/ipynb_checkpoints/03-dispersion-checkpoint.ipynb7.1 KB
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_01-intro-to-data.pdf291 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_02-averages.pdf291 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_03-variance.pdf291 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_05-probability.pdf178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_06-counting.pdf178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_06-prob-rules.pdf291 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_07-bayes-rule.pdf291 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_08-random-variables.pdf178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_09-distributions.pdf178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_10-continuous-distributions.pdf178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_11-expected-values.pdf178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_12-entropy.pdf178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_13-mcmc.pdf178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/pdfs/_14-kl-divergence.pdf178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/ipynb_checkpoints/_nhanes_2015_2016-checkpoint.csv178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/ipynb_checkpoints/_sleep_data-checkpoint.csv178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/ipynb_checkpoints/_zoo-checkpoint.data178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/_.ipynb_checkpoints178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/_nhanes_2015_2016.csv178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/_sleep_data.csv178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/_zoo.data178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/data/_zoo.names178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_00-basic-python-crash-course-checkpoint.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_00-nhanes_data_basics-checkpoint.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_01-data-types-checkpoint.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_02-studying-variables-checkpoint.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_03-dispersion-checkpoint.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_04-coin-flips-checkpoint.ipynb177 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_05-spam-detection-checkpoint.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_06-distributions-checkpoint.ipynb177 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_06-joints-and-marginals-checkpoint.ipynb177 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_07-decision-tree-checkpoint.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_08-bayesian-inference-checkpoint.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/ipynb_checkpoints/_Untitled-checkpoint.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_.DS_Store120 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_.ipynb_checkpoints178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_00-basic-python-crash-course.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_00-nhanes_data_basics.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_01-data-types.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_02-studying-variables.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_03-dispersion.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_04-coin-flips.ipynb177 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_05-spam-detection.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_06-distributions.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_06-joints-and-marginals.ipynb177 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_07-decision-tree.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_08-bayesian-inference.ipynb178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/prob-cs/_data178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/_pdfs178 B
~Get Your Files Here !/1 - Diving in with code/__MACOSX/_prob-cs178 B

Alternative Torrents for 'Udemy Probability Stats Foundations Of Machine Learning'.

There are no alternative torrents found.