Python Statistics Essential Training (2023) Torrent Download

Description

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

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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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File list

Python Statistics Essential Training (2023)
~Get Your Files Here !/01 - Introduction/01 - Being a Python statistics MVP.mp4 3.4 MB
~Get Your Files Here !/01 - Introduction/01 - Being a Python statistics MVP.srt 1.4 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 998.7 KB
~Get Your Files Here !/01 - Introduction/03 - Using GitHub Codespaces with this course.mp4 7.8 MB
~Get Your Files Here !/01 - Introduction/03 - Using GitHub Codespaces with this course.srt 5.2 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/01 - Loading data.mp4 13.3 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/01 - Loading data.srt 9.2 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/02 - Strings and categories.mp4 35.7 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/02 - Strings and categories.srt 27.1 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/03 - Cleaning numbers.mp4 41.7 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/03 - Cleaning numbers.srt 26.7 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/04 - Shrinking numbers.mp4 14.6 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/04 - Shrinking numbers.srt 9.4 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/05 - Challenge Clean Ames.mp4 3.2 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/05 - Challenge Clean Ames.srt 2.8 KB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/06 - Solution Clean Ames.mp4 15 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/06 - Solution Clean Ames.srt 6.3 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/01 - Categorical exploration.mp4 7.7 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/01 - Categorical exploration.srt 6.6 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/02 - Histograms and distributions.mp4 8 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/02 - Histograms and distributions.srt 6.7 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/03 - Outliers and Z-scores.mp4 19.3 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/03 - Outliers and Z-scores.srt 10.4 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/04 - Correlations.mp4 26 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/04 - Correlations.srt 12.3 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/05 - Scatter plots.mp4 15.5 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/05 - Scatter plots.srt 12.6 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/06 - Visualizing categorical and numerical values.mp4 25.6 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/06 - Visualizing categorical and numerical values.srt 17.1 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/07 - Comparing two categoricals.mp4 13.6 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/07 - Comparing two categoricals.srt 10.1 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/08 - Challenge Explore Ames.mp4 802.1 KB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/08 - Challenge Explore Ames.srt 763 B
~Get Your Files Here !/03 - 2. Exploring and Visualizing/09 - Solution Explore Ames.mp4 6.8 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/09 - Solution Explore Ames.srt 5.5 KB
~Get Your Files Here !/04 - 3. Linear Regressions/01 - Linear regression.mp4 16.7 MB
~Get Your Files Here !/04 - 3. Linear Regressions/01 - Linear regression.srt 13.6 KB
~Get Your Files Here !/04 - 3. Linear Regressions/02 - Interpreting linear regression models.mp4 10.2 MB
~Get Your Files Here !/04 - 3. Linear Regressions/02 - Interpreting linear regression models.srt 7.4 KB
~Get Your Files Here !/04 - 3. Linear Regressions/03 - Standardizing values.mp4 19 MB
~Get Your Files Here !/04 - 3. Linear Regressions/03 - Standardizing values.srt 10.7 KB
~Get Your Files Here !/04 - 3. Linear Regressions/04 - Regression with XGBoost.mp4 19.9 MB
~Get Your Files Here !/04 - 3. Linear Regressions/04 - Regression with XGBoost.srt 14.8 KB
~Get Your Files Here !/04 - 3. Linear Regressions/05 - Challenge Predict Ames.mp4 1.2 MB
~Get Your Files Here !/04 - 3. Linear Regressions/05 - Challenge Predict Ames.srt 1.1 KB
~Get Your Files Here !/04 - 3. Linear Regressions/06 - Solution Predict Ames.mp4 8.8 MB
~Get Your Files Here !/04 - 3. Linear Regressions/06 - Solution Predict Ames.srt 6.7 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/01 - Exploring data.mp4 6.6 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/01 - Exploring data.srt 4.8 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/02 - Visualizing distributions.mp4 12.6 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/02 - Visualizing distributions.srt 10.3 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/03 - Running statistical tests.mp4 12.7 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/03 - Running statistical tests.srt 6.7 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/04 - Testing for normality.mp4 9.7 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/04 - Testing for normality.srt 7.3 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/05 - Challenge Checking square footage distributions.mp4 646.9 KB
~Get Your Files Here !/05 - 4. Hypothesis Tests/05 - Challenge Checking square footage distributions.srt 575 B
~Get Your Files Here !/05 - 4. Hypothesis Tests/06 - Solution Checking square footage distributions.mp4 9.2 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/06 - Solution Checking square footage distributions.srt 6.3 KB
~Get Your Files Here !/06 - Conclusion/01 - Next steps.mp4 5.7 MB
~Get Your Files Here !/06 - Conclusion/01 - Next steps.srt 2.3 KB
~Get Your Files Here !/Bonus Resources.txt 386 B

Name	Size	Date
Lynda - Python Statistics Essential Training Verified in Movies	431 MB	08/01/18	2	1
[TutorialPace.com] Lynda - Python Statistics Essential Training - [TP] Verified in Other	431 MB	05/18/19	0	1
[CourseClub NET] Lynda - Python Statistics Essential Training Verified in eBooks	431 MB	11/07/18	0	1