Statistical Models Courses and Certifications

Coursera

Statistical and Predictive Modeling for Finance

Master statistical modeling and predictive analytics for finance through regression analysis, A/B testing, and supervised learning to evaluate portfolio performance and predict credit risk.

• Coursera
• 9 hours 52 minutes
• Self-Paced
• Paid Course

EDUCBA

Python: Apply & Evaluate Sales Forecasting with Time Series

Master advanced time series techniques in Python to build, evaluate, and compare SARIMA and Prophet models for accurate sales forecasting and data-driven decision making.

• Coursera
• 5 hours 12 minutes
• Self-Paced
• Paid Course

Coursera

Forecast and Validate Your Marketing Traffic

Master statistical forecasting and data validation to transform raw web traffic into reliable business intelligence for confident marketing decisions.

• Coursera
• 1 hour 4 minutes
• Self-Paced
• Paid Course

R Programming: Data Analysis and Modeling

Dive into R's data science capabilities with data manipulation, analysis, visualization using ggplot2, and statistical/machine learning modeling for predictions.

• Coursera
• 18 hours
• Self-Paced
• Paid Course

EDUCBA

Univariate Time Series Analytics & Modeling with EViews

Master ARMA modeling techniques using EViews for univariate time series analysis, from correlograms to model diagnostics and validation.

• Coursera
• 4 hours 51 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Analyze and Apply R for Data Analytics

Master R programming for data analytics, statistical modeling, and visualization through hands-on projects and real-world case studies in this beginner-friendly specialization.

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

EDUCBA

Analyze Data Using R for Statistical and Predictive Modeling

Master R programming for statistical analysis and predictive modeling with hands-on experience in data manipulation, visualization, and real-world business applications.

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

NY Regents Exam - Algebra II: Test Prep & Practice

Comprehensive preparation for NY Regents Algebra II exam, covering mathematical reasoning, complex numbers, functions, trigonometry, statistics, and probability through lessons and quizzes.

• Study.com
• 15 hours
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Apply R for Predictive Analytics and Machine Learning

Master predictive analytics and machine learning with R through hands-on projects in retail, finance, and telecom, building job-ready skills for data-driven decision-making.

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

EDUCBA

Regression & Logistic Models in Excel & Minitab

Master advanced regression techniques and logistic modeling using Excel & Minitab for real-world business applications and predictive analytics.

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

Data Science Fundamentals Part 2: Unit 3

Master statistical modeling and machine learning with Python using real Airbnb data, covering probability, regression, model evaluation, and Scikit-learn implementation.

• Coursera
• 9 hours 16 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze Predictor Impact Using Regression in Minitab

Master regression analysis using Minitab through a real-world Tech Mahindra case study, building and comparing models to transform statistical findings into actionable business insights.

• Coursera
• 4 hours 32 minutes
• Self-Paced
• Paid Course

EDUCBA

SAS: Apply & Evaluate Poisson & Negative Binomial Models

Master Poisson and negative binomial regression in SAS for count data analysis, model diagnostics, overdispersion detection, and optimal model selection using PROC GENMOD.

• Coursera
• 5 hours 24 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze Advanced Data Using Minitab Regression Models

Master advanced statistical modeling with Minitab through hands-on regression analysis, decision trees, and real-world business applications for data-driven insights.

• Coursera
• 8 hours 33 minutes
• Self-Paced
• Paid Course

Richard McElreath

Statistical Rethinking 2022 - Multi-Multilevel Models

Explore advanced statistical concepts including multiple cluster types, multilevel predictions, and non-centered priors in this comprehensive lecture on multi-multilevel models.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video