Sampling Distributions Courses and Certifications

Professor Leonard

Sampling Distributions - Using Samples to Approximate Populations

Explore sampling distributions and learn techniques for using sample data to approximate population parameters in statistical analysis.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Intro to Descriptive Statistics

12 reviews

Learn essential concepts of descriptive statistics, including data visualization, central tendency, variability, standardization, and sampling distributions, to analyze and interpret data effectively.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Mode

Statistics for Data Science

Learn the statistical concepts and techniques you need to conduct rigorous inferential analysis and draw accurate conclusions from data sets.

• Udacity
• 4 weeks
• On-Demand
• Free Online Course

Statistical Inference for Estimation in Data Science

81 ratings at Coursera

Learn statistical inference, sampling distributions, and confidence intervals. Explore estimation methods, construct good estimators, and develop confidence intervals for various settings. Gain practical skills for data analysis and interpretation.

• Coursera
• 1 day 4 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

Statistics and Data Analysis with Excel, Part 2

Explore advanced statistical techniques using Excel, including hypothesis testing, regression analysis, and ANOVA. Build on foundational concepts to enhance data analysis skills.

• Coursera
• 21 hours 20 minutes
• On-Demand
• Free Online Course (Audit)

MySQL - Statistics for Data Science & Business Analytics

544 ratings at Udemy

SQL - MySQL for Data Analytics - Beginners - Statistics for Data Science - MySQL for Data Analysis - with 25 projects

• Udemy
• 14 hours
• On-Demand
• Paid Course

University of London

Statistics for International Business

298 ratings at Coursera

Introduces core statistical concepts for business, covering data presentation, probability, and estimation. Develops essential skills for international business and MBA studies through practical examples and self-assessment.

• Coursera
• 10 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Sampling in Python

67 ratings at DataCamp

Learn to draw conclusions from limited data using Python and statistics. This course covers everything from random sampling to stratified and cluster sampling.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Sampling in R

43 ratings at DataCamp

Master sampling to get more accurate statistics with less data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Calculus-Based Probability & Statistics

Comprehensive review of calculus-based probability and statistics, covering descriptive statistics, probability theories, distributions, sampling, estimation, hypothesis testing, regression, and statistical software.

• Study.com
• 9 hours 44 minutes
• On-Demand
• Paid Course

AP Statistics: Exam Prep

Comprehensive preparation for AP Statistics exam, covering key concepts through short lessons and practice quizzes. Ideal for flexible study schedules and exam readiness.

• Study.com
• 20 hours
• On-Demand
• Paid Course

Microcredential

Statistics for Business Analytics

Learn to leverage data for informed business decisions. Master probability, sampling, and forecasting techniques to extract actionable insights from complex datasets and drive strategic outcomes.

• edX
• 18 weeks, 4-8 hours a week
• On-Demand
• $567.00

NPTEL;  IIT Bombay

Introduction to Biostatistics

2 reviews

In this course, we will discuss different statistical tools required to (i) analyze our observations, (ii) design new experiments, and (iii) integrate a large number of observations in a single unified model.

• YouTube
• 19 hours
• On-Demand
• Free Video

Elementary Statistics

Learn probability, hypothesis testing, and statistical analysis techniques for decision-making. Apply concepts to various fields using statistical software and interpret findings effectively.

• California Community Colleges System
• 17 weeks, 4 hours a week
• 12th Aug, 2024
• Paid Course

ELEMENTARY STATISTICS

Explore modern descriptive statistics methods, from data collection to hypothesis testing, with real-world applications across diverse fields.

• California Community Colleges System
• 11 weeks, 5 hours a week
• 23rd Sep, 2024
• Paid Course