Statistics for Data Science & Business Analytics

Statistics for Data Science & Business Analytics

Business
649 students
5 lectures
2025-03-12 05:14:46
$84.99 $0

Master the Fundamentals of Statistics and Elevate Your Data Analysis Skills!

Are you looking to build a strong foundation in statistics for data science, analytics, and decision-making? This beginner-to-intermediate level course is designed to simplify complex statistical concepts with real-world applications, helping you gain confidence in data analysis, hypothesis testing, and regression modeling.


What You’ll Learn:

Module 1: Introduction to Statistics –

  1. Understand the role of statistics in data science

  2. types of data

  3. key distinctions between descriptive & inferential statistics.


Module 2: Descriptive Statistics –

  1. Learn about measures of central tendency (mean, median, mode)

  2. Measure of dispersion (range, variance, standard deviation)

  3. visualize data using histograms, box plots, and scatter plots.


Module 3: Probability Basics –

  1. Master probability concepts

  2. conditional probability

  3. Bayes’ theorem

Module 4: Probability  Distributions –

  1. Understanding Discrete and Continuous Probability distributions

  2. Binomial Distribution

  3. Poisson Distribution

  4. Normal Distribution

  5. Exponential Distribution

  6. Central Limit Theorem(CLT)


Module 5: Inferential Statistics –

  1. Dive into sampling techniques

  2. What is confidence intervals

  3. hypothesis testing

  4. Types of errors

  5. t-tests & z-tests

  6. Understanding chi-square test


Module 6: Regression & Correlation – ( Coming Soon)

Explore correlation analysis, simple & multiple linear regression, R-squared value, and the line of best fit to make data-driven predictions.


Who Is This Course For?

  • Aspiring Data Scientists, Business Analysts, and Researchers

  • MBA & Analytics Students looking to strengthen their statistical foundation

  • Students & professionals in Finance, Marketing, and Business Strategy

  • Anyone looking to interpret and analyze data effectively


Why Take This Course?

  • Beginner-friendly explanations with real-world examples

  • No prior advanced math required—concepts explained intuitively

  • Hands-on learning with statistical tools and visualization techniques

  • Essential for careers in data-driven decision-making


By the end of this course, you’ll be able to confidently apply statistical techniques to analyze data, test hypotheses, and build predictive models—a must-have skill set for any data professional!


Ready to turn data into actionable insights? Enroll now and master statistics for real-world decision-making!

Get Coupons