In this course, learners will be introduced to the field of statistics, including where data come from, study design, data management, and exploring and visualizing data. Learners will identify different types of data, and learn how to visualize, analyze, and interpret summaries for both univariate and multivariate data. Learners will also be introduced to the differences between probability and non-probability sampling from larger populations, the idea of how sample estimates vary, and how inferences can be made about larger populations based on probability sampling.
Este curso forma parte de Programa especializado: Statistics with Python
Ofrecido Por
Acerca de este Curso
High school algebra
Qué aprenderás
Properly identify various data types and understand the different uses for each
Create data visualizations and numerical summaries with Python
Communicate statistical ideas clearly and concisely to a broad audience
Identify appropriate analytic techniques for probability and non-probability samples
Habilidades que obtendrás
- Statistics
- Data Analysis
- Python Programming
- Data Visualization (DataViz)
High school algebra
Ofrecido por
Programa - Qué aprenderás en este curso
WEEK 1 - INTRODUCTION TO DATA
WEEK 2 - UNIVARIATE DATA
WEEK 3 - MULTIVARIATE DATA
WEEK 4 - POPULATIONS AND SAMPLES
Reseñas
- 5 stars76,23 %
- 4 stars18,43 %
- 3 stars3,53 %
- 2 stars0,90 %
- 1 star0,90 %
Principales reseñas sobre UNDERSTANDING AND VISUALIZING DATA WITH PYTHON
This was a quick way of understanding the basics. I liked how detailed and basic the learning instructions were. Anyone, even those without a statistics background can begin from here
This course is very good for the people who are not from programming background as everything related to the concepts is very well explained (with programming support) throughout the course
Really enjoyed this course. Looking forward to the next part of the specialization. I thought the quality of the lectures was excellent and made the topic interesting and digestible
It is a great introduction to the basics of Statistics, all the concepts were laid out perfectly by the instructors. I can't wait to keep learning with the last 2 courses of the Specialization.
Acerca de Programa especializado: Statistics with Python

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