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.
Dieser Kurs ist Teil der Spezialisierung Spezialisierung Statistics with Python
von
Über diesen Kurs
High school algebra
Was Sie lernen werden
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
Kompetenzen, die Sie erwerben
- Statistics
- Data Analysis
- Python Programming
- Data Visualization (DataViz)
High school algebra
Lehrplan - Was Sie in diesem Kurs lernen werden
WEEK 1 - INTRODUCTION TO DATA
WEEK 2 - UNIVARIATE DATA
WEEK 3 - MULTIVARIATE DATA
WEEK 4 - POPULATIONS AND SAMPLES
Bewertungen
- 5 stars76,21 %
- 4 stars18,46 %
- 3 stars3,54 %
- 2 stars0,90 %
- 1 star0,86 %
Top-Bewertungen von UNDERSTANDING AND VISUALIZING DATA WITH PYTHON
Never have I come across a course half as interactive as this and it was a much needed confidence booster for a beginner like me. I look forward to completing the specialization : )
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
Excellent course materials, especially the videos, with content that is thoughtfully composed and carefully edited. Very good python training, great instructors, and overall great learning experience.
A very well explained and well-structered course. I highly recommend to those who want learn statistics along with python programming. This course majorly focuses on the visualization aspect.
Über den Spezialisierung Statistics with Python

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