All Data & Analytics courses
71 courses
Courses in this topic
Business Analytics Portfolio Project
Learn to create a compelling business analytics portfolio that showcases your data skills and projects to attract employers and advance your career.
14 slides·28 min
Business Analytics Types Overview
This training introduces the four types of business analytics—descriptive, diagnostic, predictive, and prescriptive—for professionals seeking to apply data-driven decision-making.
14 slides·28 min
Distributions: Center, Spread, Outliers
This training helps learners explore key statistical concepts—center, spread, and outliers—to better understand data distributions.
12 slides·24 min
Sampling and Bias Essentials
A concise introduction to sampling and bias for beginners, covering key concepts and how to identify common sources of bias in data collection.
13 slides·26 min
Correlation, Causation, Confounding
Learn to distinguish correlation from causation and identify confounding variables in data analysis.
13 slides·26 min
Regression Analysis Fundamentals
This training introduces foundational regression concepts, including lines of best fit, residuals, and pattern analysis, for learners new to statistical modeling.
13 slides·26 min
P-Value Concepts and Applications
This training explains the concept of p-value in statistics, its purpose in hypothesis testing, and practical examples for learners seeking to interpret statistical significance.
14 slides·28 min
Statistical Power Fundamentals
Learn the core concepts of statistical power, its purpose in hypothesis testing, and practical examples for designing robust studies. Ideal for researchers and analysts.
14 slides·28 min
Statistics Practice Problems
Practice statistics with interactive problems designed to build analytical skills for learners seeking hands-on experience in data interpretation and statistical reasoning.
14 slides·28 min
Statistics Workflow for Data Science Projects
Learn a practical workflow for applying statistics in data science projects, from data exploration to model validation. Ideal for aspiring data scientists seeking to build reliable, data-driven insights.
14 slides·28 min
Categorical Data Analysis
This training teaches learners to analyze categorical data using counts, proportions, and comparative methods for data-driven decision-making.
15 slides·30 min
Data Transformations: Scale & Units
This training explains how transforming data scales and units can affect the interpretation of results, helping analysts and data professionals make accurate conclusions.
13 slides·26 min
Misleading Statistics
Learn to identify common statistical fallacies and misleading data presentations, equipping professionals to critically evaluate statistics in reports, media, and research.
14 slides·28 min
Missing Data: Absence, Codes, Limits
Learn to identify and interpret missing data, including absence, codes, and limits, for data professionals.
13 slides·26 min
Statistical Methods for Data Science
This training introduces essential statistical methods for data science, equipping beginners with foundational concepts and techniques to analyze data effectively in practical applications.
14 slides·28 min
Time Series: Trends, Seasonality, and Change
Learn to analyze time series data by identifying trends, seasonal patterns, and detecting changes for effective forecasting and decision-making.
15 slides·30 min
Statistics Software: Selection and Workflow
This training helps data analysts and researchers select statistical software, define requirements, and build efficient analysis workflows.
14 slides·28 min
Statistical Parameters: Concepts and Examples
This training explains statistical parameters, their purpose, and practical examples for learners seeking a clear foundation in statistical concepts.
15 slides·30 min
Data Storytelling Fundamentals
Master data storytelling fundamentals to craft compelling narratives from data, enabling you to engage audiences and drive informed decision-making.
13 slides·26 min
Data Storytelling Tool Selection and Workflow
Learn to select the right data storytelling tools and design effective workflows for impactful data narratives. Ideal for analysts, data scientists, and BI professionals.
14 slides·28 min
Data Storytelling for Reports
Learn a practical workflow to transform data reports into compelling stories that drive action and improve stakeholder engagement.
14 slides·28 min
Data Storytelling Patterns and Pitfalls
Learn to craft compelling data narratives by examining storytelling examples, including their patterns, strengths, and common pitfalls, to improve your data communication skills.
14 slides·28 min
Storytelling with Data Visualization
Learn to craft compelling data narratives and design clear, impactful visualizations for business audiences. Ideal for professionals seeking to communicate insights effectively.
14 slides·28 min