Statistics for Data Science & Business Analytics

🚀 Course Title: Statistics for Data Science & Business Analytics by IIM Ahmedabad Alumnus

🎓 Course Description:

Dive into the fascinating world of statistics and transform your ability to interpret and analyze data with our comprehensive online course. Designed for beginners to intermediate learners, this course simplifies complex statistical concepts and demonstrates their practical applications in data science and business analytics. Learn from the expertise of an IIM Ahmedabad Alumnus who will guide you through real-world scenarios where statistical analysis can drive decision-making and inform strategy.

What You’ll Learn:

📊 Module 1: Introduction to Statistics 🔍

• The role of statistics in data science and analytics
• Defining types of data: Qualitative vs Quantitative
• Descriptive vs Inferential Statistics

📈 Module 2: Descriptive Statistics 📉

• Measures of central tendency: Mean, Median, Mode
• Measures of dispersion: Range, Variance, Standard Deviation
• Data visualization techniques: Histograms, Box Plots, Scatter Plots

🎲 Module 3: Probability Basics 💫

• Mastery of basic probability concepts
• Conditional probability and Bayes’ theorem

⚛️ Module 4: Probability Distributions 📊

• Discrete vs Continuous Probability distributions
• Binomial, Poisson, Normal, Exponential Distributions
• Introduction to the Central Limit Theorem (CLT)

🤔 Module 5: Inferential Statistics 🔍

• Sampling techniques and their importance
• Confidence intervals and hypothesis testing
• Types of errors and understanding significance
• t-tests, z-tests, and the chi-square test

📊 Module 6: Regression & Correlation (Coming Soon)

• Correlation analysis and its importance
• Simple Linear Regression and its interpretation
• Multiple Linear Regression
• The R-squared value and the line of best fit

🎯 Who Is This Course For? ♻️

• Aspiring Data Scientists and Business Analysts
• MBA & Analytics Students
• Finance, Marketing, and Business Strategy professionals
• Anyone interested in effectively interpreting and analyzing data

💎 Why Take This Course? 🚀

• Beginner-friendly explanations with real-world examples
• No prerequisite advanced math—concepts explained intuitively
• Hands-on learning with statistical tools and visualization techniques
• A critical skill set for data professionals in careers involving data-driven decision-making

By the end of this course, you will be equipped with a robust understanding of statistical techniques and their applications. With a solid grasp of data analysis, hypothesis testing, and predictive modeling, you'll be ready to make informed decisions and contribute meaningfully to your organization's success.

📅 Enrollment is Open! Secure your spot today and embark on a journey to become a proficient statistical analyst in the field of data science and business analytics. 🎉

Enroll now and unlock the power of statistics to drive real-world data insights and decision-making! 🌟