Udemy - Analysis From the Start to The End torrent

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.