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Statistics Foundations
Coursera
Course
Unknown

Statistics Foundations

Meta

An introductory course to core statistical principles for data analytics, focusing on dataset understanding, hypothesis formulation, and decision-making based on data analysis.

Unknown5 weeksEnglish

About this Course

This course takes a deep dive into the statistical foundation upon which data analytics is built. The first part of this course will help you to thoroughly understand your dataset and what the data actually means. Then, it will go into sampling including how to ask specific questions about your data and how to conduct analysis to answer those questions. Many of the mistakes made by data analysts today are due to a lack of understanding the concepts behind the tests they run, leading to incorrec

What You'll Learn

  • Understand basic principles of descriptive and inferential statistics
  • Use statistical analyses to make data-driven decisions
  • Formulate and test hypotheses and take action based on results

Instructors

B

Brandi Robinson

Topics

Bayesian Statistics
Regression Analysis
Data Modeling
Probability & Statistics
Statistical Methods
Marketing Analytics
Data Analysis
Time Series Analysis and Forecasting
Tableau Software
Statistical Hypothesis Testing

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الإحصاء البيزي
التحليل الانحداري
نمذجة البيانات
الاحتمالات والإحصاء
الطرق الإحصائية
تحليل التسويق
تحليل البيانات
تحليل السلاسل الزمنية والتنبؤ
Tableau Software
Statistical Hypothesis Testing

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