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chakradbi

Statistical Analysis Mastery

Mastering Statistical Analysis for Data-Driven Decisions. Unlock the true power of data through essential and advanced statistical techniques. From probability to hypothesis testing, ANOVA to regression—build real-world analytical confidence. Designed for aspiring data professionals, analysts, and decision-makers. Gain hands-on experience through practical examples and real-life datasets. Master the tools to turn raw data into actionable insights and smarter strategies.

Intermediate
6 -8 Weeks
Prerequisites

Basic math and algebra knowledge

Familiarity with spreadsheets or tools

Logical thinking and data curiosity

Learning Objectives :

Grasp core statistical concepts

Analyze data using ANOVA, regression

Apply probability, sampling, testing

Build foundation for data science

 Master the Tools That Matter

Master the platforms that drive today’s data-powered world and tomorrow’s tech innovations.

Program Curriculum

Foundation of Statistical Analysis

Understanding Data Types and Scales

Organizing and Presenting Data

Frequency Distributions and Graphs

Measures of Central Tendency

Model Evaluation Metrics (Accuracy, Precision, Recall, AUC)

Descriptive and Inferential Tools

Measures of Dispersion

Measures of Position

Understanding Skewness and Kurtosis

Introduction to Probability Concepts

Probability and ​Distributions

Rules of Probability

Discrete Probability Distributions (e.g., Binomial)

Continuous Distributions (e.g., Normal Distribution)

Central Limit Theorem

Estimation and Hypothesis Testing

Sampling Methods and Distributions

Confidence Intervals for Mean and Proportion

Hypothesis Testing for One and Two Populations

p-values, Type I & II Errors

Advanced Statistical Techniques

Chi-Square Tests (Goodness of Fit, Independence)

One-Way and Two-Way ANOVA

Simple Linear Regression

Non-Parametric Methods (e.g., Mann-Whitney, Kruskal-Wallis)

The Chakra Edge: Learn Smarter, Rise Faster

Experience personalized learning with expert-led small batches, hands-on projects, and continuous interview prep. Track your growth with our intelligent LMS—designed to sharpen your skills at every chapter. This is not just a course, it's your launchpad to a high-impact data science career.

Small Batch Size - Personalized Attention

Get individual attention with 4–5 learners per group—collaborative, focused, and personal.

Portfolio-Ready Capstone Project for Real Impact

Turn theory into action by solving real-world challenges and building a standout portfolio.

Ace Interview - From Concept to Confidence

Get individual attention with 4–5 learners per group—collaborative, focused, and personal.

LMS - Intelligent Tracking, Smarter Learning

Get individual attention with 4–5 learners per group—collaborative, focused, and personal.