Statistical Inference Courses and Certifications

Statistical Inference

Comprehensive exploration of statistical inference, covering estimation techniques, hypothesis testing, and advanced concepts for in-depth understanding of statistical analysis methods.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Video

Hypothesis Testing

Unlock the power of data-driven decision-making with hypothesis testing!

• OpenLearning
• 20 hours
• On-Demand
• Paid Course

Hypothesis Testing with Python

1 review

Master statistical analysis through hands-on Python implementation of t-tests, Mann-Whitney U tests, ANOVA, and Chi-Square tests to make data-driven decisions and validate hypotheses.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Decision Making with Probability & Statistics, Do it Right.

2980 ratings at Udemy

For Good, Data driven Business Decision-Making : Avoid Probability and Statistics Misconceptions and Mistakes.

• Udemy
• 2 hours 54 minutes
• On-Demand
• Paid Course

Data Science: Inference and Modeling

51 ratings at edX

Learn inference and modeling, two of the most widely used statistical tools in data analysis.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Probability and Statistics

1737 ratings at Udemy

Master fundamental probability concepts, data analysis techniques, and statistical inference methods including binomial experiments, confidence intervals, and hypothesis testing.

• Udemy
• 8 hours 30 minutes
• On-Demand
• Paid Course

Design and Analysis of Experiments | DoE

1070 ratings at Udemy

Design of Experiments: from ANOVA to Factorial Designs using Excel and R.

• Udemy
• 4 hours 2 minutes
• On-Demand
• Paid Course

数理统计

数理统计是随机数学的主要部分之一，它以概率论为基础，研究如何有效地获取、整理和分析带随机性影响的观测数据，如何依据观测数据对随机变量的性质和特征做出合理的推断。

• XuetangX
• On-Demand
• Free Online Course

数理统计

Master 数理统计基础知识和应用技能，从经典统计方法到现代数据分析，培养统计思维和软件应用能力，为各领域数据分析提供理论支撑和实践工具。

• XuetangX
• On-Demand
• Free Online Course

高等数理统计

Master advanced mathematical statistics concepts, from distribution theory to hypothesis testing, with practical applications in data analysis, economics, finance, and computer science.

• XuetangX
• On-Demand
• Free Online Course

非参数统计

Dive into nonparametric statistics through theoretical concepts and practical programming, covering hypothesis testing, robust estimation, and machine learning applications with R and Python implementations.

• XuetangX
• On-Demand
• Free Online Course

สถิติธุรกิจ (สถิติเรื่องใกล้ตัว...ไม่น่ากลัวอย่างที่คิด) | Business Statistic

เรียนรู้การประยุกต์ใช้สถิติในธุรกิจ ฝึกรวบรวม วิเคราะห์ และนำเสนอข้อมูลด้วยเทคโนโลยีสมัยใหม่ เหมาะสำหรับผู้สนใจพัฒนาทักษะการตัดสินใจด้วยข้อมูล

• ThaiMOOC
• On-Demand
• Free Online Course

Microcredential

Statistics and Data Science (General Track)

Master data science fundamentals with MIT's program covering probability, machine learning, statistics, and data analysis, preparing you to solve complex challenges and drive decision-making across industries.

• edX
• On-Demand
• $1,500.00
• 4 courses

Microcredential

Statistics and Data Science (Methods Track)

Master advanced statistical methods and data science techniques for rigorous analysis, informed decision-making, and evidence-based practices across industries with MIT's comprehensive program.

• edX
• On-Demand
• $1,500.00
• 4 courses

Microcredential

Statistics and Data Science (Social Sciences Track)

Master data science for social sciences with MIT's program covering probability, machine learning, statistics, and data analysis to solve complex social, economic, and policy challenges.

• edX
• On-Demand
• $1,500.00
• 3 courses