Stanford's "Introduction to Statistics" teaches you statistical thinking concepts that are essential for learning from data and communicating insights. By the end of the course, you will be able to perform exploratory data analysis, understand key principles of sampling, and select appropriate tests of significance for multiple contexts. You will gain the foundational skills that prepare you to pursue more advanced topics in statistical thinking and machine learning.
ofrecido por
Introduction to Statistics
Universidad de StanfordAcerca de este Curso
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Fechas límite flexibles
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Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Nivel principiante
- Basic familiarity with computers and productivity software
- No calculus required
Aprox. 15 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Nivel principiante
- Basic familiarity with computers and productivity software
- No calculus required
Aprox. 15 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
ofrecido por
Universidad de Stanford
The Leland Stanford Junior University, commonly referred to as Stanford University or Stanford, is an American private research university located in Stanford, California on an 8,180-acre (3,310 ha) campus near Palo Alto, California, United States.
Programa - Qué aprenderás en este curso
2 horas para completar
Introduction and Descriptive Statistics for Exploring Data
This module provides an overview of the course and a review of the main tools used in descriptive statistics to visualize information.
2 horas para completar
10 videos (Total 30 minutos), 4 lecturas, 2 cuestionarios
1 hora para completar
Producing Data and Sampling
In this module, you will look at the main concepts for sampling and designing experiments. You will learn about curious pitfalls and how to evaluate the effectiveness of such experiments.
1 hora para completar
6 videos (Total 14 minutos)
1 hora para completar
Probability
In this module, you will learn about the definition of probability and the essential rules of probability that you will need for solving both simple and complex challenges. You will also learn about examples of how simple rules of probability are used to create solutions for real-life complex situations.
1 hora para completar
8 videos (Total 27 minutos)
1 hora para completar
Normal Approximation and Binomial Distribution
This module covers the empirical rule and normal approximation for data, a technique that is used in many statistical procedures. You will also learn about the binomial distribution and the basics of random variables.
1 hora para completar
10 videos (Total 27 minutos)
1 hora para completar
Sampling Distributions and the Central Limit Theorem
In this module, you will learn about the Law of Large Numbers and the Central Limit Theorem. You will also learn how to differentiate between the different types of histograms present in statistical analysis.
1 hora para completar
9 videos (Total 23 minutos)
1 hora para completar
Regression
This module covers regression, arguably the most important statistical technique based on its versatility to solve different types of statistical problems. You will learn about inference, regression, and how to do regression diagnostics.
1 hora para completar
10 videos (Total 34 minutos)
Reseñas
- 5 stars69,54 %
- 4 stars20,59 %
- 3 stars5,93 %
- 2 stars2,20 %
- 1 star1,72 %
Principales reseñas sobre INTRODUCTION TO STATISTICS
por BN4 de feb. de 2022
The course was very interesting. A lot of concepts were touched up on, but the explanation part was a little less. I can label it as a very good introductory course to Statistics.
por SS15 de ene. de 2022
It was quite the experience, brilliant teaching with wonderful presentation of lessons. The professor was really great. The assignments were also astonishing.
por TG16 de mar. de 2022
All the basics you are going to need in one place. Lacks details however, and assumes you will fill in the blanks with your own reasearch and study.
por BG8 de ene. de 2022
Challenging but a good overview of basic principles of statistics. Will allow me to read with a more critical eye figures that are used to support arguments.
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