Data Analysis Deep Dive
Learn the fundamentals of Data Analysis, methodologies, and statistics.
FormatsVirtual Classroom Live · Classroom LiveTopicsAnalytics And Data Management
What you’ll learn
- All about Data
- Data in the real world
- A brief on various formats and sources of data
- 7 V's of Data
- Structured vs Unstructured vs Semi-Structured data
- Data processing types
- Introduction to Data Analysis
- Need for Data Analysis
- Applications and Use Cases of Data Analysis
- Data Analysis Methodology
- Types of variables
- Numerical vs Categorial Variables
- Descriptive Statistics
- Measures of Central Tendency
- Measures of Dispersion
- Data Skewness and Kurtosis
- Understanding Outliers
- Understanding missing values
- Role of Descriptive Statistics in Data Analysis
- Inferential Statistics
- Population and Sample
- Statistics vs Parameters
- Introduction to Probability
- Basics of Probability
- Axioms of Probability
- Conditional Probability and Bayes theorem
- Applications of Conditional Probability
- Understanding Probability Distributions
- Discrete Probability Distributions
- Continuous Probability Distributions
- Performing Distributions in Excel
- Why understanding Data Distributions is important for Data Analysis
- Data Analysis Process
- Understanding Covariance and Correlation
- Understanding univariate vs Bivariate vs Multi variate data analysis
- Understanding Regression
- Simple Linear Regression
- Multiple Linear Regression
- Exercise
- Introduction to Predictive Analytics
- Exercise
Upcoming training
Dates and availability are confirmed by Bolt when we follow up. All times are shown in the provider’s stated time zone.
2026-10-26 — 2026-10-278:30 AM - 4:30 PM EDT
Virtual Classroom LiveONLINE · English
2026-12-07 — 2026-12-088:30 AM - 4:30 PM EST
Virtual Classroom LiveONLINE · English