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Topic: data-analysis

Hypothesis TestingHypothesis Testing

Hypothesis Testing

Purpose Difference between Inferential Statistics & Hypothesis Testing Hypothesis Testing Critical…

  • data-analysis
  • statistics
Pandas BasicsPandas Basics

Pandas Basics

Table of Contents Frequency Table using pd.crosstab References What is Pandas Pandas is a library…

  • python
  • data-analysis
  • pandas
Central Limit TheoremCentral Limit Theorem

Central Limit Theorem

Sampling Terminology Why taking large number of samples is good? Central Limit Theorem Confidence…

  • data-analysis
  • statistics
Inferential StatisticsInferential Statistics

Inferential Statistics

Purpose of Inferential Statistics From a small dataset, we have to figure out information such that…

  • data-analysis
  • statistics
Numpy BasicsNumpy Basics

Numpy Basics

Why Numpy over Lists? Speed of computation is faster Designed for data analysis Vector operations…

  • python
  • data-analysis
  • numpy
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