Statistical Inference Courses and Certifications

Data Analytics Foundations

94 ratings at CreativeLive

Explore core data analytics concepts including descriptive statistics, regression, forecasting, and probability to support data-driven decision-making.

• CreativeLive
• 6 minutes
• Self-Paced
• Paid Course

Career Certificate

Introduction to Management Analysis Course

25 ratings at Graduate School USA

Master management analysis fundamentals from problem definition to actionable insights, covering data collection, statistical thinking, and effective presentation techniques.

• Graduate School USA
• Self-Paced
• $1,429.00

Master advanced management analysis through statistical methods, study design, data storytelling, and confident presentation of insights.

• Graduate School USA
• Self-Paced
• $6,999.00

Descriptive and Inferential Statistics with Python

Master statistical analysis using Python's powerful libraries - from basic descriptive measures to advanced inferential techniques, with hands-on practice using real-world datasets and practical applications.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Statistical Analysis with R

Master statistical concepts through hands-on practice with R, covering descriptive statistics, probability distributions, data visualization, and hypothesis testing for real-world data analysis.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Vital Statistics

Learn the basics of statistics and its relevance in various job sectors with our introductory course. Analyse real-world data sets and develop skills in data summarisation, appropriate analysis, and problem-solving.

• OpenLearning
• 50 hours
• Self-Paced
• Paid Course

Handling Unbalanced Datasets

Master practical techniques to identify class imbalance and apply undersampling, oversampling, and advanced resampling strategies for better model performance on imbalanced data.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Explain Unexpected Outcomes

Discover why real-life results often defy probability predictions, learn to interpret short-term outcomes, evaluate small samples, and identify when events are truly independent.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Hypothesis Testing

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

• OpenLearning
• 20 hours
• Self-Paced
• Paid Course

Career Certificate

Hands-on Approaches to Handling Data Imbalance

Master techniques for handling imbalanced datasets through data preparation, advanced resampling methods, specialized algorithms, and proper evaluation metrics to build robust ML models.

• CodeSignal
• 6 hours
• Self-Paced
• Free Certificate
• 3 courses

Building Probability Models

Learn to build formal probability models for chance processes, predict expected frequencies, and evaluate models by comparing predictions to observed data — covering uniform and non-uniform outcomes.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Statistical Inference

Comprehensive exploration of statistical inference, covering likelihood, hypothesis testing, Bayesian statistics, and non-parametric methods for robust data analysis and decision-making.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Statistical Inference Concept Statistics for Beginners

Comprehensive introduction to statistical inference concepts, covering sampling distributions, confidence intervals, hypothesis testing, and more. Ideal for beginners seeking a solid foundation in statistical analysis.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

Career Certificate

Data Analytics Foundations

Discover statistical modeling, predictive analytics, and data visualization techniques to make strategic decisions across industries using descriptive and inferential statistics.

• VDCI
• 12 hours
• Self-Paced
• $595.00