Data Analytics Classes in Pune A Data Analytics course would ideally include a mixture of theoretical foundations and hands-on skills in deriving insights from data. The exact topics may differ based on the platform or institution,

but here's an overview of what is generally included:

1. Introduction to Data Analytics

Overview of data analytics and its uses



Data lifecycle and workflow

2. Data Cleaning and Collection

Data types and sources (unstructured vs. structured data)

Data collection techniques (surveys, APIs, web scraping, etc.)

Data cleaning methods: missing values, duplicates, outliers, and inconsistencies

3. Data Exploration and Visualization

Exploratory Data Analysis (EDA)

Summary statistics and distribution analysis

Visualization tools and techniques for data



4. Statistical Analysis

Probability and statistical distributions

Hypothesis testing and confidence intervals

Correlation and regression analysis

Inferential statistics

5. Tools and Technologies

Excel for basic analysis

SQL for database querying

Python or R for advanced analytics Data Analytics Course in Pune

Introduction to Jupyter Notebooks or RStudio