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Complete Statistics BootCamp - Hands-On with Python --> [ FreeCourseWeb ]

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English

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2.53 GB

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7782379b6d90666aa66cc8751c31c9dbb0766587

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01-11-2021 21:57

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File	Size
Get Bonus Downloads Here.url	177.00 B
~Get Your Files Here !/1. Introduction/1. Get Started on Google Collab.html	1.63 kB
~Get Your Files Here !/1. Introduction/1.1 Follow Along Scripts .pdf	1.24 MB
~Get Your Files Here !/1. Introduction/2. Collect your Course Follow Along Material.html	107.00 B
~Get Your Files Here !/1. Introduction/2.1 Formula.pdf	264.81 kB
~Get Your Files Here !/1. Introduction/2.2 Solved examples.pdf	1.04 MB
~Get Your Files Here !/1. Introduction/3. Introduction to Jupyter Notebooks.mp4	92.69 MB
~Get Your Files Here !/1. Introduction/3. Introduction to Jupyter Notebooks.srt	22.65 kB
~Get Your Files Here !/1. Introduction/4. Introduction to Numpy.mp4	72.22 MB
~Get Your Files Here !/1. Introduction/4. Introduction to Numpy.srt	17.17 kB
~Get Your Files Here !/1. Introduction/5. Visualizations Basics.mp4	66.95 MB
~Get Your Files Here !/1. Introduction/5. Visualizations Basics.srt	19.53 kB
~Get Your Files Here !/2. Case Studies - Statistical Methods/1. Sampling.mp4	57.83 MB
~Get Your Files Here !/2. Case Studies - Statistical Methods/1. Sampling.srt	12.77 kB
~Get Your Files Here !/2. Case Studies - Statistical Methods/2. The Scientific Method.mp4	29.46 MB
~Get Your Files Here !/2. Case Studies - Statistical Methods/2. The Scientific Method.srt	8.23 kB
~Get Your Files Here !/2. Case Studies - Statistical Methods/3. Anger Management - I.mp4	82.17 MB
~Get Your Files Here !/2. Case Studies - Statistical Methods/3. Anger Management - I.srt	15.33 kB
~Get Your Files Here !/2. Case Studies - Statistical Methods/4. Anger Management - II.mp4	57.22 MB
~Get Your Files Here !/2. Case Studies - Statistical Methods/4. Anger Management - II.srt	8.98 kB
~Get Your Files Here !/2. Case Studies - Statistical Methods/5. Anger Management - III.mp4	109.02 MB
~Get Your Files Here !/2. Case Studies - Statistical Methods/5. Anger Management - III.srt	25.91 kB
~Get Your Files Here !/3. Case Studies - Multivariate Regression/1. Basic of Linear Models.mp4	106.01 MB
~Get Your Files Here !/3. Case Studies - Multivariate Regression/1. Basic of Linear Models.srt	24.63 kB
~Get Your Files Here !/3. Case Studies - Multivariate Regression/2. Power Plant Prediction Modelling - Multivariate Regression Modelling.mp4	236.11 MB
~Get Your Files Here !/3. Case Studies - Multivariate Regression/2. Power Plant Prediction Modelling - Multivariate Regression Modelling.srt	44.01 kB
~Get Your Files Here !/4. Case Studies - GLMLogistic Regression/1. Breast Cancer Diagnosis - I.mp4	231.98 MB
~Get Your Files Here !/4. Case Studies - GLMLogistic Regression/1. Breast Cancer Diagnosis - I.srt	49.95 kB
~Get Your Files Here !/5. Statistics From Scratch/1. Linear Algebra - Basics.mp4	132.15 MB
~Get Your Files Here !/5. Statistics From Scratch/1. Linear Algebra - Basics.srt	35.35 kB
~Get Your Files Here !/5. Statistics From Scratch/10. Building Hypothesis Framework from Scratch - I.mp4	143.80 MB
~Get Your Files Here !/5. Statistics From Scratch/10. Building Hypothesis Framework from Scratch - I.srt	33.40 kB
~Get Your Files Here !/5. Statistics From Scratch/11. Building Hypothesis Framework from Scratch - II.mp4	100.50 MB
~Get Your Files Here !/5. Statistics From Scratch/11. Building Hypothesis Framework from Scratch - II.srt	21.42 kB
~Get Your Files Here !/5. Statistics From Scratch/12. Building Hypothesis Framework from Scratch - III.mp4	97.76 MB
~Get Your Files Here !/5. Statistics From Scratch/12. Building Hypothesis Framework from Scratch - III.srt	25.85 kB
~Get Your Files Here !/5. Statistics From Scratch/13. Building Hypothesis Framework from Scratch - IV.mp4	169.89 MB
~Get Your Files Here !/5. Statistics From Scratch/13. Building Hypothesis Framework from Scratch - IV.srt	44.27 kB
~Get Your Files Here !/5. Statistics From Scratch/2. Building Basic Statistical Functions - I.mp4	37.06 MB
~Get Your Files Here !/5. Statistics From Scratch/2. Building Basic Statistical Functions - I.srt	9.94 kB
~Get Your Files Here !/5. Statistics From Scratch/3. Building Basic Statistical Functions - II.mp4	65.68 MB
~Get Your Files Here !/5. Statistics From Scratch/3. Building Basic Statistical Functions - II.srt	18.04 kB
~Get Your Files Here !/5. Statistics From Scratch/4. Building Basic Statistical Functions - III.mp4	108.80 MB
~Get Your Files Here !/5. Statistics From Scratch/4. Building Basic Statistical Functions - III.srt	27.30 kB
~Get Your Files Here !/5. Statistics From Scratch/5. Building Probability Distributions Function - I.mp4	93.67 MB
~Get Your Files Here !/5. Statistics From Scratch/5. Building Probability Distributions Function - I.srt	19.90 kB
~Get Your Files Here !/5. Statistics From Scratch/6. Building Probability Distributions Function - II.mp4	109.07 MB
~Get Your Files Here !/5. Statistics From Scratch/6. Building Probability Distributions Function - II.srt	25.39 kB
~Get Your Files Here !/5. Statistics From Scratch/7. Building Probability Distributions Function - III.mp4	139.62 MB
~Get Your Files Here !/5. Statistics From Scratch/7. Building Probability Distributions Function - III.srt	28.00 kB
~Get Your Files Here !/5. Statistics From Scratch/8. Building Probability Distributions Function - IV.mp4	117.39 MB
~Get Your Files Here !/5. Statistics From Scratch/8. Building Probability Distributions Function - IV.srt	32.37 kB
~Get Your Files Here !/5. Statistics From Scratch/9. Building Probability Distributions Function - V.mp4	123.83 MB
~Get Your Files Here !/5. Statistics From Scratch/9. Building Probability Distributions Function - V.srt	28.39 kB
~Get Your Files Here !/6. Wrapping Up/1. Wrapping Up.mp4	7.07 MB
~Get Your Files Here !/6. Wrapping Up/1. Wrapping Up.srt	1.82 kB
~Get Your Files Here !/Bonus Resources.txt	357.00 B

Description

[ FreeCourseWeb.com ] Complete Statistics BootCamp: Hands-On with Python

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

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.53 GB | Duration: 8h 18m
Learn how to apply probability and statistics to real data science and business applications using an hands-on approach
What you'll learn
Understand the fundamentals of statistics
Visualizing data, including bar graphs, , histograms, and scatter plots
Analyzing data, including mean, median, and mode, plus range and IQR and box-and-whisker plots
Data distributions, including mean, variance, and standard deviation, and normal distributions and z-scores
Probability, independent and dependent events and Bayes' theorem
Sampling, including types of studies, bias, and sampling distribution of the sample mean or sample proportion, and confidence intervals
Hypothesis testing, including inferential statistics, significance levels, type I and II errors, test statistics, and p-values
Regression, including scatterplots, correlation coefficient, the residual, coefficient of determination, RMSE,
Extensive Case Studies that will help you reinforce everything you’ve learned
Build hands-on statistical toolset from scratch using Python

Description
Welcome to Complete Statistics BootCamp: Hands-On with Python

This course will cover all the core statistics knowledge required to succeed in data science, machine learning, or business analytics.

This practical course will go over hands-on implementation of statistics knowledge on real-world problems using Python programming language.

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

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