Python Statistics Essential Training (2023)

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Python Statistics Essential Training <span style=color:#777>(2023)</span>

NAME
Python Statistics Essential Training (2023).torrent
CATEGORY
Other
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a5eaac49af2981bfde37d43a3f51c6a872302e8b
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392 MB in 62 files
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Uploaded on 29-08-2023 by our crawler pet called "Spidey".
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Description

[ DevCourseWeb.com ] Python Statistics Essential Training (2023)



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







Released 8/2023

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Skill Level: Advanced | Genre: eLearning | Language: English + srt | Duration: 2h 39m | Size: 392 MB



The field of statistics has become increasingly dependent on data analysis and interpretation using Python. With the rise of big data and data science, the demand for professionals who can effectively analyze and interpret data using Python has skyrocketed. In this course, Matt Harrison teaches you how to collect, clean, analyze, and visualize data using the powerful tools of the Python programming language. Join Matt as he gives into the various techniques that form the backbone of statistics and helps you understand the data with summary statistics and visualizations. He explains how to create predictive models using both linear regression andXGBoost, and wraps up the course with a look at hypothesis testing. If you’re interested in exploring statistics using a code-first approach, join Matt in this course as he shows you how to use Python to unlock the power of data.



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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...



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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/01 - Introduction/01 - Being a Python statistics MVP.mp43.4 MB
~Get Your Files Here !/01 - Introduction/01 - Being a Python statistics MVP.srt1.4 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4998.7 KB
~Get Your Files Here !/01 - Introduction/03 - Using GitHub Codespaces with this course.mp47.8 MB
~Get Your Files Here !/01 - Introduction/03 - Using GitHub Codespaces with this course.srt5.2 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/01 - Loading data.mp413.3 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/01 - Loading data.srt9.2 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/02 - Strings and categories.mp435.7 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/02 - Strings and categories.srt27.1 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/03 - Cleaning numbers.mp441.7 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/03 - Cleaning numbers.srt26.7 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/04 - Shrinking numbers.mp414.6 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/04 - Shrinking numbers.srt9.4 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/05 - Challenge Clean Ames.mp43.2 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/05 - Challenge Clean Ames.srt2.8 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/06 - Solution Clean Ames.mp415 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/06 - Solution Clean Ames.srt6.3 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/01 - Categorical exploration.mp47.7 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/01 - Categorical exploration.srt6.6 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/02 - Histograms and distributions.mp48 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/02 - Histograms and distributions.srt6.7 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/03 - Outliers and Z-scores.mp419.3 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/03 - Outliers and Z-scores.srt10.4 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/04 - Correlations.mp426 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/04 - Correlations.srt12.3 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/05 - Scatter plots.mp415.5 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/05 - Scatter plots.srt12.6 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/06 - Visualizing categorical and numerical values.mp425.6 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/06 - Visualizing categorical and numerical values.srt17.1 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/07 - Comparing two categoricals.mp413.6 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/07 - Comparing two categoricals.srt10.1 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/08 - Challenge Explore Ames.mp4802.1 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/08 - Challenge Explore Ames.srt763 B
~Get Your Files Here !/03 - 2. Exploring and Visualizing/09 - Solution Explore Ames.mp46.8 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/09 - Solution Explore Ames.srt5.5 KB
~Get Your Files Here !/04 - 3. Linear Regressions/01 - Linear regression.mp416.7 MB
~Get Your Files Here !/04 - 3. Linear Regressions/01 - Linear regression.srt13.6 KB
~Get Your Files Here !/04 - 3. Linear Regressions/02 - Interpreting linear regression models.mp410.2 MB
~Get Your Files Here !/04 - 3. Linear Regressions/02 - Interpreting linear regression models.srt7.4 KB
~Get Your Files Here !/04 - 3. Linear Regressions/03 - Standardizing values.mp419 MB
~Get Your Files Here !/04 - 3. Linear Regressions/03 - Standardizing values.srt10.7 KB
~Get Your Files Here !/04 - 3. Linear Regressions/04 - Regression with XGBoost.mp419.9 MB
~Get Your Files Here !/04 - 3. Linear Regressions/04 - Regression with XGBoost.srt14.8 KB
~Get Your Files Here !/04 - 3. Linear Regressions/05 - Challenge Predict Ames.mp41.2 MB
~Get Your Files Here !/04 - 3. Linear Regressions/05 - Challenge Predict Ames.srt1.1 KB
~Get Your Files Here !/04 - 3. Linear Regressions/06 - Solution Predict Ames.mp48.8 MB
~Get Your Files Here !/04 - 3. Linear Regressions/06 - Solution Predict Ames.srt6.7 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/01 - Exploring data.mp46.6 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/01 - Exploring data.srt4.8 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/02 - Visualizing distributions.mp412.6 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/02 - Visualizing distributions.srt10.3 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/03 - Running statistical tests.mp412.7 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/03 - Running statistical tests.srt6.7 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/04 - Testing for normality.mp49.7 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/04 - Testing for normality.srt7.3 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/05 - Challenge Checking square footage distributions.mp4646.9 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/05 - Challenge Checking square footage distributions.srt575 B
~Get Your Files Here !/05 - 4. Hypothesis Tests/06 - Solution Checking square footage distributions.mp49.2 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/06 - Solution Checking square footage distributions.srt6.3 KB
~Get Your Files Here !/06 - Conclusion/01 - Next steps.mp45.7 MB
~Get Your Files Here !/06 - Conclusion/01 - Next steps.srt2.3 KB
~Get Your Files Here !/Bonus Resources.txt386 B

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