Shital's Data Desk

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58 videos

Hi, I’m Shital — and welcome to Shital’s Data Desk, where we turn data into discovery. This channel is all about understanding the ‘WHY’ behind numbers — mak...

Latest Videos

Statistical Power Explained Simply Why Real Effects Get Missed #StatisticalPower#DataScience

Type I vs Type II Errors Explained (With Real Examples) #HypothesisTesting#Type1Error#Type2Error

Distributions & Variability Explained (Why Average is NOT Enough) #NormalDistribution #DataScience

Statistically Significant… But Useless (P-Value vs Effect Size Explained) #EffectSize#DataScience

Effect Size Explained (Finally Understand What Actually Matters in Data) #EffectSize#DataScience

Why P Hacking Happens (And How to Avoid It) #PValue#DataAnalysis#Statistics#DataScience#Analytics

P-Values vs Confidence Intervals —Two Ways to See Same Evidence #Statistics#DataAnalysis#DataScience

One-Tailed vs Two-Tailed Tests — Explained Visually (No Formulas) #PValues#HypothesisTesting

How P-Values Are Actually Calculated (No Formulas, Just Logic) #StatisticsExplained#DataScience

What Is a P-Value Explained with Intuition, Not Formulas #Statistics#DataScience#HypothesisTesting

Chi-Square Test Explained Intuitively Categorical Data Made Simple #Statistics#ShitalsDataDesk

ANOVA Explained Simply Intuition Behind ANOVA & F-Statistic #StatisticsExplained#DataScienceBasics

T-Test Explained Simply Intuition, Examples & Common Mistakes

Confidence Intervals Explained Simply Intuition, Examples & Mistakes #DataScience#Statistics

Central Limit Theorem Explained Simply Why Averages Become Normal #ShitalsDataDesk#LearnStatistics

Correlation vs Causation The Most Misunderstood Concept in Data Science #ShitalsDataDesk

Logistic Regression for Absolute Beginners Data Science Tutorial #MachineLearning #DataScience

Inferential Statistics Explained Simply Sampling, CLT, CI, p-value & Test #DataScienceForBeginners

Descriptive Statistics Explained Complete Beginner-Friendly Guide #MeanMedianMode #IQR #variance

Applied Statistics for Data Analysis Turning Theory into Insight #AppliedStatistics #DataScience

Correlation Analysis Explained Understanding How Variables Move Together #DataScience #Statistics

Hypothesis Testing Explained Step-by-Step Guide for Data Analysts P-value, Errors & Examples

Regression Analysis Explained Simply Predict Future with Data#StatisticsSimplified#LearnWithShital

Conceptual Foundations of Statistics Simplified Explanation for Beginners.#Descriptive#Inferential

Types of Data Analysis Explained Simply Descriptive,Diagnostic,Predictive,Prescriptive#DataAnalysis

What is Data Analysis Step-by-Step for Absolute Beginners #DataAnalyticsForBeginners #DataScience

Types of Sampling in Statistics Explained with Examples #DataAnalytics #Statistics #DataScience

Sample vs Population Statistics Basics for Beginners #populationvssample #Statistics#DataScience

Primary vs Secondary Data Explained Simply 📊 With Examples #PrimaryData #SecondaryData#DataScience

2 Types of Data in Statistics Quantitative vs Qualitative Explained #statistics #DataTypes#Analysis