Udemy - Full Data Science Course - From Zero To Hero

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Udemy - Full Data Science Course - From Zero to HeroUdemy - Full Data Science Course - From Zero to Hero

NAME
Udemy - Full Data Science Course - From Zero to Hero.torrent
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4e9230cf418d188baaf06123903a3c5d1e3574c5
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341 MB in 33 files
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Uploaded on 31-10-2022 by our crawler pet called "Spidey".
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Description

Full Data Science Course: From Zero to Hero



https://DevCourseWeb.com

Published 10/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 32 lectures (1h 14m) | Size: 341 MB

Learn and build projects with Inferential Statistics

What you'll learn
Learn the Main Concepts of Inferential Statistics
Calculate Parameters using Advanced Statistics Techniques
Reach conclusions using Hypothesis Testing
Calculate Confidence Intervals
Calculate ANOVAS: 1-Way and 2-Way
Calculate Estimators using MME, MLE, OLS

Description
In this course, you will take the first step in your Data Science journey by learning Inferential Statistics.

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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/1. Introduction & Getting Started/1. Introduction.mp429.5 MB
~Get Your Files Here !/1. Introduction & Getting Started/2. What is the purpose of Statistics.mp420.7 MB
~Get Your Files Here !/2. Key Terminology/1. Population vs Sample.mp44.7 MB
~Get Your Files Here !/2. Key Terminology/2. Inferential Approaches Estimation.mp43.1 MB
~Get Your Files Here !/2. Key Terminology/3. Inferential Approaches Hypothesis Testing.mp44.8 MB
~Get Your Files Here !/2. Key Terminology/4. Population Parameters and Sample Statistics.mp428.4 MB
~Get Your Files Here !/2. Key Terminology/5. Data Types(Qualitative and Quantitative), Samples.mp413.7 MB
~Get Your Files Here !/2. Key Terminology/6. Trials, Experiments, Events, Independence and Likelihood.mp43.8 MB
~Get Your Files Here !/3. Distributions key properties and theorems/1. What is a distribution.mp418.7 MB
~Get Your Files Here !/3. Distributions key properties and theorems/10. When to use N vs T-Student Distribution.mp46.6 MB
~Get Your Files Here !/3. Distributions key properties and theorems/11. Continuous Chi-Squared.mp416.3 MB
~Get Your Files Here !/3. Distributions key properties and theorems/12. F-Distribution and ANOVA.mp41.1 MB
~Get Your Files Here !/3. Distributions key properties and theorems/13. Probability Functions Revisited Tables, PMF, PDF and CDF.mp47.6 MB
~Get Your Files Here !/3. Distributions key properties and theorems/2. Discrete Binomial and Bernoulli.mp48.3 MB
~Get Your Files Here !/3. Distributions key properties and theorems/3. Discrete Negative Binomial and Geometric.mp43.8 MB
~Get Your Files Here !/3. Distributions key properties and theorems/4. Discrete Poisson.mp41.4 MB
~Get Your Files Here !/3. Distributions key properties and theorems/5. Continuous Exponential.mp44.3 MB
~Get Your Files Here !/3. Distributions key properties and theorems/6. Continuous Uniform.mp45.7 MB
~Get Your Files Here !/3. Distributions key properties and theorems/7. Continuous Normal and Central Limit Theorem.mp48.1 MB
~Get Your Files Here !/3. Distributions key properties and theorems/8. Standardization Z-Score.mp42.5 MB
~Get Your Files Here !/3. Distributions key properties and theorems/9. T-Student Distribution.mp42 MB
~Get Your Files Here !/4. Hypothesis Testing and Confidence Intervals/1. What is an Hypothesis test, procedures and errors.mp420.5 MB
~Get Your Files Here !/4. Hypothesis Testing and Confidence Intervals/2. Estimators and Main Techniques.mp421.9 MB
~Get Your Files Here !/4. Hypothesis Testing and Confidence Intervals/3. Estimators OLS.mp44.4 MB
~Get Your Files Here !/4. Hypothesis Testing and Confidence Intervals/4. Estimators MLE.mp41.3 MB
~Get Your Files Here !/4. Hypothesis Testing and Confidence Intervals/5. Estimators MME.mp412.6 MB
~Get Your Files Here !/5. Section I Summary/1. Summary of Section I.mp4692 KB
~Get Your Files Here !/6. PART 2 Exercises Hypothesis Testing/1. 1-WAY ANOVA Exercises.mp429.5 MB
~Get Your Files Here !/6. PART 2 Exercises Hypothesis Testing/2. 2-WAY ANOVA Exercises.mp418.7 MB
~Get Your Files Here !/7. PART 2 Exercises Confidence Intervals/1. How to build a confidence interval.mp413.6 MB
~Get Your Files Here !/8. PART 2 Exercises Find k, E(X) and V(X) from Functions/1. find k, E(X) and Var(X).mp422.1 MB
~Get Your Files Here !/9. Summary/1. Course Summary.mp4779.8 KB
~Get Your Files Here !/Bonus Resources.txt386 B

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