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Catalog / All levels / Applied Statistics – Collecting, Analyzing, and Predicting with Data with 10 Exams
Mammoth Club All levels 12 sections 30 lectures

Applied Statistics – Collecting, Analyzing, and Predicting with Data with 10 Exams

Human-built tutorials, strengthened with AI, edited for precision and enriched with AI features like real-time chat assistance and dynamic quizzes that reinforce learning. Statistics is more than formulas—it’s the art of making sense out of uncertainty.

Created by Alex Kropf
·
30 lectures
01
Skill level
All levels
02
Sections
12
03
Lectures
30
04
Instructor
Alex Kropf
What's inside

This course includes.

✓
12
Sections
✓
27
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

12 sections · 30 lectures
+ Welcome 1 lecture Preview
What You'll Learn Locked
+ Foundations of Applied Statistics 2 lectures
Introduction to Statistics in Practice Locked
Descriptive vs Inferential Statistics Locked
+ Estimation and Hypothesis Testing 3 lectures
Confidence Intervals Locked
Formulating and Testing Hypotheses Locked
t-tests, Chi-Square, and ANOVA Locked
+ Regression Analysis 3 lectures
Multiple Regression Models Locked
Interpreting Regression Coefficients and R² Locked
Survival Analysis and Specialized Models Locked
+ Bayesian Statistics 3 lectures
Bayesian Inference Fundamentals Locked
Markov Chain Monte Carlo (MCMC) Methods Locked
Bayesian Hierarchical Models Locked
+ Generalized Linear Models 2 lectures
Poisson and Negative Binomial Models Locked
Generalized Estimating Equations (GEE) Locked
+ Advanced Regression Techniques 3 lectures
Ridge, Lasso, and Elastic Net Regression Locked
Quantile Regression Locked
Nonlinear Regression Models Locked
+ Time Series and Forecasting 3 lectures
ARIMA and Seasonal ARIMA Models Locked
State-Space Models and Kalman Filtering Locked
Vector Autoregression (VAR) and Cointegration Locked
+ Survival and Event History Analysis 3 lectures
Kaplan-Meier Estimators Locked
Cox Proportional Hazards Model Locked
Competing Risks and Recurrent Event Models Locked
+ Resampling and Simulation Methods 3 lectures
Bootstrap Methods Locked
Permutation Tests Locked
Monte Carlo Simulations Locked
+ Nonparametric and Robust Methods 3 lectures
Rank-Based Tests Locked
Kernel Density Estimation Locked
Robust Regression Techniques Locked
+ Challenge Your 10 FREE Practice Exams 1 lecture
Where to Find Your Exams Locked
Description

About this course.

This course guides you through the essential methods that transform data into evidence, helping you analyze trends, validate findings, and even predict future outcomes.


✅ Learn approaches for data collection and sampling that ensure quality results

✅ Apply a range of statistical tests and models to real-world problems

✅ Explore predictive techniques that go beyond description into foresight

✅ Reinforce every concept through 10 structured exams designed for retention


Applied statistics connects raw numbers with real decisions across industries. From research to business, it’s the skillset that underpins analysis at every level.


🎁 Build confidence in applying statistics to create insights that matter.

Instructors

Taught by people who ship.

Alex Kropf

Alex Kropf

Mammoth Club's CLO, public speaker, consultant, IT author and Senior Software Developer. Alex has produced best-selling courses, books and workshops for Mammoth Club, Course Pro and our clients since 2016.

Ready to start building?

Human-built tutorials, strengthened with AI, edited for precision and enriched with AI features like real-time chat assistance and dynamic quizzes that reinforce learning. Statistics is more than formulas—it’s the art of making sense out of uncertainty.

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