| 1. Dahman's Phi Services- initiative.mp4 | 132.1 MB | ||
| 1. Introduction to EDA.mp4 | 54.8 MB | ||
| 1. Introduction to Inferential analysis.mp4 | 43.5 MB | ||
| 1. It's not goodbye but keep in touch!.html | 1.6 KB | ||
| 1. LAB-04- Overview.mp4 | 67.5 MB | ||
| 1. Logging the data.mp4 | 24.4 MB | ||
| 1. Research & Analysis- Review and Vision of Prediction.mp4 | 68.6 MB | ||
| 1. Research Map & relevance to analysis.mp4 | 43.9 MB | ||
| 1. Statistical software Introduction.mp4 | 37.1 MB | ||
| 1. Why this course, and its competitive advantages.mp4 | 150.5 MB | ||
| 10. Central Tendency- Recap.mp4 | 19.4 MB | ||
| 11. Dispersion- introduction.mp4 | 14.7 MB | ||
| 12. Dispersion- Range.mp4 | 21.8 MB | ||
| 13. Dispersion- interquartile.mp4 | 50.6 MB | ||
| 14. Dispersion- Variance & Standard Deviation.mp4 | 33.1 MB | ||
| 15. Bivariate Analysis- PART ONE.mp4 | 38.7 MB | ||
| 16. Bivariate Analysis- PART TWO.mp4 | 8.9 MB | ||
| 17. Bivariate Analysis- PART THREE.mp4 | 10.7 MB | ||
| 18. Bivariate Analysis- PART FOUR.mp4 | 103.7 MB | ||
| 19. Bivariate Analysis- PART FIVE.mp4 | 69.8 MB | ||
| 2. Congratulations! and next if you aim for it!.mp4 | 7.5 MB | ||
| 2. Data accuracy control.mp4 | 14 MB | ||
| 2. Distribution- Introduction.mp4 | 19.3 MB | ||
| 2. Estimating parameters- Point estimate.mp4 | 10.3 MB | ||
| 2. Introduction to Jamovi statistical tool.mp4 | 45.7 MB | ||
| 2. LAB-04- Implementation part one.mp4 | 66.7 MB | ||
| 2. References.html | 819.2 B | ||
| 2. The Story of- The Big Bang of Data Science Project.mp4 | 189.8 MB | ||
| 2. The main contents- in form of chapters.mp4 | 111.3 MB | ||
| 2. Threats to conclusion validity.mp4 | 34.9 MB | ||
| 20. Bivariate Analysis- PART SIX.mp4 | 68.2 MB | ||
| 21. Bivariate Analysis- PART SEVEN.mp4 | 45.7 MB | ||
| 22. Bivariate Analysis- PART EIGHT.mp4 | 30.1 MB | ||
| 23. Multivariate Analysis- Review.mp4 | 34.3 MB | ||
| 24. LAB-02- Analysis; univariate, bivariate and multivariate.mp4 | 57.7 MB | ||
| 3. Database structure.mp4 | 17.7 MB | ||
| 3. Distribution- Mass type.mp4 | 18.5 MB | ||
| 3. Estimating Parameters- Interval estimate.mp4 | 19.8 MB | ||
| 3. Introduction to- The Big Bang of Data Science- First Edition.mp4 | 348.3 MB | ||
| 3. LAB-03- analysis on synthetical dataset ONE using Jamovi- PART ONE.mp4 | 116.9 MB | ||
| 3. LAB-04- Implementation part two.mp4 | 62.2 MB | ||
| 3. Screencast covers all the recorded lectures.mp4 | 164.2 MB | ||
| 3. Statistical power.mp4 | 77.9 MB | ||
| 4. Distribution- Density type.mp4 | 28.2 MB | ||
| 4. Entering data to computer.mp4 | 13.8 MB | ||
| 4. Improve conclusion validity.mp4 | 32.9 MB | ||
| 4. Introduction to- The Big Bang of Data Science- Second Edition.mp4 | 93 MB | ||
| 4. LAB-03- analysis on synthetical dataset ONE using Jamovi- PART TWO.mp4 | 140.2 MB | ||
| 4. LAB-04- Implementation part three.mp4 | 88.9 MB | ||
| 4. The PDF lecture slides.html | 409.6 B | ||
| 4. hypothesis testing- Introduction.mp4 | 50.1 MB | ||
| 5. Analysis framework.mp4 | 72.3 MB | ||
| 5. Central Tendency- Introduction.mp4 | 13.9 MB | ||
| 5. Data preparation.mp4 | 9.3 MB | ||
| 5. LAB-03- analysis on synthetical dataset TWO using Jamovi- PART TWO.mp4 | 145.1 MB | ||
| 5. LAB-04- Implementation part four.mp4 | 71.2 MB | ||
| 5. hypothesis testing- factors for selection tests- PART ONE.mp4 | 54.2 MB | ||
| 6. Central Tendency- Mean.mp4 | 31.6 MB | ||
| 6. LAB-01- Data preparation- PART ONE.mp4 | 21.2 MB | ||
| 6. LAB-04- Implementation part five.mp4 | 89 MB | ||
| 6. hypothesis testing- factors for selection tests- PART TWO.mp4 | 169.5 MB | ||
| 7. Central Tendency- Median.mp4 | 44.3 MB | ||
| 7. LAB-01- Data preparation- PART TWO.mp4 | 95.2 MB | ||
| 8. Central Tendency- Mode.mp4 | 30.4 MB | ||
| 8. LAB-01- Data preparation- PART THREE.mp4 | 98.7 MB | ||
| 9. Central Tendency- Proportion.mp4 | 15 MB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 68 total files | |||
Analysis From the Start to The End
https://DevCourseWeb.com
Published 3/2024
Created by Dr. Deniz Dahman's
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 66 Lectures ( 7h 8m ) | Size: 3.86 GB
part of the Big Bang of Data Science
What you'll learn:
Research map & the relevance to analysis
Threats to conclusion validity
Fundamentals of statistical powers
Improvement of conclusion validity
Map of analysis Framework
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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| 2.5 GB | freecoursewb | 1 week | 36 | 15 | |
| 966.8 MB | freecoursewb | 1 week | 0 | 0 | |
| 1.4 GB | freecoursewb | 1 week | 0 | 0 | |
| 995 MB | freecoursewb | 1 week | 2 | 2 | |
| 1.8 GB | freecoursewb | 1 week | 0 | 0 |
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