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Udemy - Analysis From The Start To The End
TORRENT SUMMARY
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Data preparation: logging, accuracy control, structure, and transformation
LAB-01: Data Preparation; all the steps you need to prepare your data from research perspective
Fundamentals of EDA
Mass, and Density distributions
Central tendency: mean, median, mode, and proportion
Dispersion: rang, interquartile, variance, and standard deviation
Univariate, Bivariate, and Multivariate analysis- process
LAB-02: analysis using univariate, bivariate and multivariate techniques
Inferential Analysis: estimating parameters, and hypothesis testing
Statistical tests: t-test, Chi square, Pearson's, F-test, ANOVA, MANOVA, and many more
Intro to open-source statistical software Jamovi
LAB-03: implementation of all the outlines using Jamovi on synthetical datasets
LAB-04: implementation of all the outlines using Jamovi on real dataset
Requirements:
No specific experience needed. ONLY, your motivation to outcome a product that is good, successful, and intelligent
STRONGLY RECOMMENDED: the completion of the first book- Research from the Start to the End.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. About the trainer/1. Dahman's Phi Services- initiative.mp4
132.1 MB
~Get Your Files Here !/1. About the trainer/2. The Story of- The Big Bang of Data Science Project.mp4
189.8 MB
~Get Your Files Here !/1. About the trainer/3. Introduction to- The Big Bang of Data Science- First Edition.mp4
348.3 MB
~Get Your Files Here !/1. About the trainer/4. Introduction to- The Big Bang of Data Science- Second Edition.mp4
93 MB
~Get Your Files Here !/10. What is Next/1. It's not goodbye but keep in touch!.html
1.6 KB
~Get Your Files Here !/10. What is Next/2. Congratulations! and next if you aim for it!.mp4
7.5 MB
~Get Your Files Here !/2. Introduction to this course/1. Why this course, and its competitive advantages.mp4
150.5 MB
~Get Your Files Here !/2. Introduction to this course/2. The main contents- in form of chapters.mp4
111.3 MB
~Get Your Files Here !/2. Introduction to this course/3. Screencast covers all the recorded lectures.mp4
164.2 MB
~Get Your Files Here !/2. Introduction to this course/4. The PDF lecture slides.html
390 B
~Get Your Files Here !/3. Chapter One- Introduction/1. Research Map & relevance to analysis.mp4
43.9 MB
~Get Your Files Here !/3. Chapter One- Introduction/2. Threats to conclusion validity.mp4
34.9 MB
~Get Your Files Here !/3. Chapter One- Introduction/3. Statistical power.mp4
77.9 MB
~Get Your Files Here !/3. Chapter One- Introduction/4. Improve conclusion validity.mp4
32.9 MB
~Get Your Files Here !/3. Chapter One- Introduction/5. Analysis framework.mp4
72.3 MB
~Get Your Files Here !/4. Chapter Two- Data Preparation/1. Logging the data.mp4
24.4 MB
~Get Your Files Here !/4. Chapter Two- Data Preparation/2. Data accuracy control.mp4
14 MB
~Get Your Files Here !/4. Chapter Two- Data Preparation/3. Database structure.mp4
17.7 MB
~Get Your Files Here !/4. Chapter Two- Data Preparation/4. Entering data to computer.mp4
13.8 MB
~Get Your Files Here !/4. Chapter Two- Data Preparation/5. Data preparation.mp4
9.3 MB
~Get Your Files Here !/4. Chapter Two- Data Preparation/6. LAB-01- Data preparation- PART ONE.mp4
21.2 MB
~Get Your Files Here !/4. Chapter Two- Data Preparation/7. LAB-01- Data preparation- PART TWO.mp4
95.2 MB
~Get Your Files Here !/4. Chapter Two- Data Preparation/8. LAB-01- Data preparation- PART THREE.mp4
98.7 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/1. Introduction to EDA.mp4
54.8 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/10. Central Tendency- Recap.mp4
19.4 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/11. Dispersion- introduction.mp4
14.7 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/12. Dispersion- Range.mp4
21.8 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/13. Dispersion- interquartile.mp4
50.6 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/14. Dispersion- Variance & Standard Deviation.mp4
33.1 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/15. Bivariate Analysis- PART ONE.mp4
38.7 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/16. Bivariate Analysis- PART TWO.mp4
8.9 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/17. Bivariate Analysis- PART THREE.mp4
10.7 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/18. Bivariate Analysis- PART FOUR.mp4
103.7 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/19. Bivariate Analysis- PART FIVE.mp4
69.8 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/2. Distribution- Introduction.mp4
19.3 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/20. Bivariate Analysis- PART SIX.mp4
68.2 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/21. Bivariate Analysis- PART SEVEN.mp4
45.7 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/22. Bivariate Analysis- PART EIGHT.mp4
30.1 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/23. Multivariate Analysis- Review.mp4
34.3 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/24. LAB-02- Analysis; univariate, bivariate and multivariate.mp4
57.7 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/3. Distribution- Mass type.mp4
18.5 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/4. Distribution- Density type.mp4
28.2 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/5. Central Tendency- Introduction.mp4
13.9 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/6. Central Tendency- Mean.mp4
31.6 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/7. Central Tendency- Median.mp4
44.3 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/8. Central Tendency- Mode.mp4
30.4 MB
~Get Your Files Here !/5. Chapter three- Descriptive Analysis/9. Central Tendency- Proportion.mp4
15 MB
~Get Your Files Here !/6. Chapter Four- Inferential Analysis/1. Introduction to Inferential analysis.mp4
43.5 MB
~Get Your Files Here !/6. Chapter Four- Inferential Analysis/2. Estimating parameters- Point estimate.mp4
10.3 MB
~Get Your Files Here !/6. Chapter Four- Inferential Analysis/3. Estimating Parameters- Interval estimate.mp4
19.8 MB
~Get Your Files Here !/6. Chapter Four- Inferential Analysis/4. hypothesis testing- Introduction.mp4
50.1 MB
~Get Your Files Here !/6. Chapter Four- Inferential Analysis/5. hypothesis testing- factors for selection tests- PART ONE.mp4
54.2 MB
~Get Your Files Here !/6. Chapter Four- Inferential Analysis/6. hypothesis testing- factors for selection tests- PART TWO.mp4
169.5 MB
~Get Your Files Here !/7. Chapter Five- Statistical Software/1. Statistical software Introduction.mp4
37.1 MB
~Get Your Files Here !/7. Chapter Five- Statistical Software/2. Introduction to Jamovi statistical tool.mp4
45.7 MB
~Get Your Files Here !/7. Chapter Five- Statistical Software/3. LAB-03- analysis on synthetical dataset ONE using Jamovi- PART ONE.mp4
116.9 MB
~Get Your Files Here !/7. Chapter Five- Statistical Software/4. LAB-03- analysis on synthetical dataset ONE using Jamovi- PART TWO.mp4
140.2 MB
~Get Your Files Here !/7. Chapter Five- Statistical Software/5. LAB-03- analysis on synthetical dataset TWO using Jamovi- PART TWO.mp4
145.1 MB
~Get Your Files Here !/8. Chapter Six- LAB-04- Real Project Analysis with Jamovi/1. LAB-04- Overview.mp4
67.5 MB
~Get Your Files Here !/8. Chapter Six- LAB-04- Real Project Analysis with Jamovi/2. LAB-04- Implementation part one.mp4
66.7 MB
~Get Your Files Here !/8. Chapter Six- LAB-04- Real Project Analysis with Jamovi/3. LAB-04- Implementation part two.mp4
62.2 MB
~Get Your Files Here !/8. Chapter Six- LAB-04- Real Project Analysis with Jamovi/4. LAB-04- Implementation part three.mp4
88.9 MB
~Get Your Files Here !/8. Chapter Six- LAB-04- Real Project Analysis with Jamovi/5. LAB-04- Implementation part four.mp4
71.2 MB
~Get Your Files Here !/8. Chapter Six- LAB-04- Real Project Analysis with Jamovi/6. LAB-04- Implementation part five.mp4
89 MB
~Get Your Files Here !/9. Chapter Seve- Closing and Next vision/1. Research & Analysis- Review and Vision of Prediction.mp4
68.6 MB
~Get Your Files Here !/9. Chapter Seve- Closing and Next vision/2. References.html
