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Analisi dei dati: distribuzione delle probabilità
Advanced Level

Analisi dei dati: distribuzione delle probabilità

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Analisi dei dati: distribuzione delle probabilità

Scopri i fondamenti e l'importanza della probabilità e della distribuzione campionaria in questo corso gratuito di scienza dei dati online.
Questo corso di scienza dei dati spiega la distribuzione delle probabilità, qualcosa che chiunque voglia entrare nel campo dell'analisi e delle statistiche dei dati deve capire. Ti mostriamo come i data scie... Questo corso di scienza dei dati spiega la distribuzione delle probabilità, qualcosa che chiunque voglia entrare nel campo dell'analisi e delle statistiche dei dati deve capire. Ti mostriamo come i data scientist utilizzano la loro conoscenza della distribuzione di probabilità per creare modelli di apprendimento automatico. Stabiliamo l'importanza delle distribuzioni nell'analisi dei dati e vi mostriamo come sviluppare modelli e utilizzare il software per trasformare i dati grezzi in informazioni utili.
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What You Will Learn In This Free Course

  • Describe a simple random sampling a...
  • Discuss and apply marginal, union, ...
  • Solve problems using the laws of pr...
  • Explain the Bayes' rule of probabil...
  • Describe a simple random sampling and establish the importance of sampling 
  • Discuss and apply marginal, union, joint and conditional probabilities 
  • Solve problems using the laws of probability, including those of addition, multiplication and conditional probability
  • Explain the Bayes' rule of probability or Bayers’ Theorem
  • Compare descriptive and inferential statistics 
  • Outline the concept of a sampling distribution 
  • Identify the mean and standard deviation for a sampling distribution 
  • Contrast populations and samples 
  • Describe how to make calculations under probability using sampling distributions
  • Distinguish between a point estimate and a confidence interval estimate
  • Find the confidence interval estimate for the variance of a normal population
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Learner Reviews & Feedback For Analisi dei dati: distribuzione delle probabilità

6
Kwabena A. Alison Graduate
loved this course
I am very satisfied with this course, and i hope you will include advanced Bayesian Inference and sampling methods like Monte Carlo ,etc. thank you
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Miss Nadine Felecia Report G. Alison Graduate
loved this course
I found this course to be very useful and intense. Nevertheless, I have learn to explain solutions to problems using the laws of probability, including the laws of addition, multiplication and conditional probability.
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