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What does the Data Analytics course cover?

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 Please visit our website:- Data Analytics Classes in Pune https://www.sevenmentor.com/data-analytics-courses-in-pune.php 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 Introduction to Jupyter Notebooks or RStudio

Supervised vs. unsupervised learning

Model evaluation metrics 7. Data Ethics and Governance Data privacy and security Ethical considerations in data use Regulatory compliance (e.g., GDPR) 8. Capstone Project or Case Studies Real-world datasets End-to-end project using data cleaning, analysis, visualization, and reporting Presentation of findings Would you like an outline of what a particular course entails (e.g., from Coursera, Google, or a university)? Please visit our website:- Data Analytics Course in Pune https://www.iteducationcentre.com/data-analytics-courses-in-pune.php