Statistical Methods Courses and Certifications

Coursera

Statistics For Data Science

42 ratings at Coursera

This is a hands-on project to give you an overview of how to use statistics in data science.

• Coursera
• 1 hour 52 minutes
• Self-Paced
• Paid Course

Coursera

Beyond basics: Advanced Data Analysis with Python

Master advanced statistical methods, hypothesis testing, A/B testing, and workflow automation using Python with real employee and medical datasets to solve complex business problems.

• Coursera
• 6 hours 2 minutes
• Self-Paced
• Paid Course

Coursera

Detect AI Anomalies: Real-Time Outliers

Master statistical methods and unsupervised learning to build intelligent early warning systems that detect critical AI anomalies in real-time production environments.

• Coursera
• 2 hours 38 minutes
• Self-Paced
• Paid Course

Packt

Data Analytics for Marketing

Unlock practical marketing analytics skills using Python and statistical methods to transform complex datasets into strategic insights for data-driven marketing decisions.

• Coursera
• 20 hours 21 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Minitab Applied Statistics & Hypothesis Testing Mastery

Master applied statistics and hypothesis testing with Minitab through hands-on regression modeling, data analysis, and quality methods for real-world decision-making.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Coursera

Survey Samples: Size and Methods

Master sampling strategies and calculate statistically valid sample sizes for market research, balancing rigor with real-world constraints to deliver trustworthy insights.

• Coursera
• 1 hour 47 minutes
• Self-Paced
• Paid Course

Coursera Instructor Network

GenAI for Data Scientist

Explore Generative AI's impact on data science, learning its technical workings and practical applications. Enhance analytical precision and foster innovation in your data-driven projects.

• Coursera
• 2 hours 9 minutes
• Self-Paced
• Paid Course

Computational Data Science in Physics II

Master computational methods for physics research, including hypothesis testing, semi-parametric methods, deep learning, and analyzing LHC data to measure W and Z boson properties.

• MITx Online
• 7 weeks, 10-15 hours/week
• Self-Paced
• Free Online Course

Kyoto-U OCW - Unofficial

家畜育種学・量的遺伝学における統計的手法の過去現在未来 - 第3章

家畜育種学と量的遺伝学における統計的手法の歴史的発展について、メンデル遺伝学以降の創始者たちの貢献を探求する15分のセミナー講演。

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Instituto de Matemática Pura e Aplicada

Melhor que a Média - Ideias em Estatística Matemática

Explore ideias fundamentais em estatística matemática que superam conceitos convencionais de média, apresentadas no prestigioso Colóquio Brasileiro de Matemática pelo especialista Paulo Orenstein.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Time Series Analysis and Forecasting with Python

523 ratings at Udemy

Learn Python for Pandas, Statsmodels, ARIMA, SARIMAX, Deep Learning, LSTM and Forecasting into Future

• Udemy
• 10 hours 18 minutes
• Self-Paced
• Paid Course

Medical statistics

17 ratings at OpenLearn

This free course is concerned with some of the statistical methods used in epidemiology and more widely in medical statistics. Section 1 introduces cohort studies in which individuals are ...

• OpenLearn
• 16 hours
• Self-Paced
• Free Certificate

ExcelIsFun

Excel Statistical Analysis - Hypothesis Testing - P-Value & Critical Value Methods - 1 Tail Upper

Master hypothesis testing in Excel: learn 5-step process, P-value and Critical Value methods for one-tail upper tests. Practical example using realtor salary data enhances understanding of statistical concepts.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

AnalystPrep

Statistical Measures and Asset Returns - CFA Level I Quantitative Methods

Master statistical measures and investment analysis techniques for calculating central tendency, dispersion, skewness, kurtosis, and correlation between variables for the CFA® Level I exam.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Business Intelligence (BI) and Predictive Analytics 101

214 ratings at Udemy

Business Intelligence, Predictive Analytics, BI, Artificial Intelligence and BI, Big Data Analytics. BI Tools, AI and ML

• Udemy
• 2 hours 9 minutes
• Self-Paced
• Paid Course