Statistics6 Videos

Statistical Inference: Making data-driven decisions

Quantic’s “Statistical Inference: Making Data-Driven Decisions” Certificate is a comprehensive program that equips learners with essential skills for making informed decisions based on data. Let’s delve into the key aspects covered in this certificate program: Beyond the program, making data-driven decisions is designed to empower professionals and aspiring data scientists with the ability to draw […]

Probability Distributions

Quantic’s “Probability Distributions” course is designed to develop your probability prowess by exploring distribution principles and commonly encountered probability distributions. Here are the key topics covered in this course: Probability Distributions: The Basics: Understand random variables (both discrete and continuous). Learn about probability distributions and their characteristics. Shapes and Calculations: Identify basic distribution shapes. Perform […]

Regression Analysis

Regression analysis is a statistical technique used to estimate the relationships between a dependent variable (often called the “outcome” or “response” variable) and one or more independent variables (also known as “predictors,” “covariates,” or “features”). The primary goal of regression analysis is to understand how changes in the independent variables impact the dependent variable. Here […]

Two Variable Statistics

Quantic’s “Two-Variable Statistics” certificate focuses on measuring relationships between two data sets and comparing correlation and causation. Here are the key topics covered in this certificate program: Correlation: Understand positive and negative correlation. Learn about direct and inverse correlation. Recognize that correlation may or may not be relevant. Causation: Explore the concept of causation and […]

Probability Fundamentals

Probability is a branch of mathematics that deals with the likelihood of events occurring. It provides a way to quantify uncertainty and predict the chances of different outcomes. Probability is used in various fields, including statistics, science, finance, and everyday decision-making. Here are the key concepts related to probability: Definition: Probability measures the likelihood of […]

Data Analysis and Statistical Inference

The Data Analytics and Statistical Inference course offered by Duke University via Coursera provides a comprehensive understanding of statistical data analysis using the R programming language. Here are the key aspects of this course: Course Overview: This specialization focuses on mastering data analysis with R. Topics covered include basic data visualization, statistical testing and inference, […]
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