Data Analytics Intensive Curriculum PDF
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This document outlines a comprehensive curriculum for an intensive data analytics program. It covers data analysis techniques, tools, and methodologies, including data visualization using Power BI and data analysis using Python and Tableau.
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Data Analytics Build a strong understanding of data analysis techniques, tools and methodologies. Become an expert in uncovering insights and patterns from complex data sets. Create a portfolio of projects that describe your abilities and skills in data analysis. Data Anal...
Data Analytics Build a strong understanding of data analysis techniques, tools and methodologies. Become an expert in uncovering insights and patterns from complex data sets. Create a portfolio of projects that describe your abilities and skills in data analysis. Data Analytics ccbp.in/Intensive 1 Introduction to Data Analytics Overview of Data Analytics Opportunities and Careers paths in Data Analytics Roles and responsibilities of a Data Analyst Data Analytics Case Studies Data Visualization Fundamentals of Data Visualization Introduction to Power BI Data Visualization using Power BI Advanced-Data Visualization Slicers and Filters in Power BI Interactive Visualisations in Power BI Creating Paginated Reports Creating Dashboards in Power BI Data Cleaning & Transformation using Excel / Power Query Data Cleaning Techniques Data Transformation Techniques Introduction to Power Query Data Types and Filters in Power Query Data Analytics ccbp.in/Intensive 2 Inbuilt Column and Row Transformations Creating a Query in Power Query Combining Two Data Sets Data Modelling & DAX Introduction and Techniques to Data Modelling Creating Measures in DAX DAX Functions Publishing Your Dashboards Introduction to Power BI Service Collaboration using Power BI Creating Dashboards using Power BI Cloud/Service Publishing Your Dashboard Data Analytics ccbp.in/Intensive 3 Data Analysis using Python Libraries Introduction to NumPy and Pandas Indexing and Slicing NumPy arrays Indexing and Filtering Pandas data frames and series Modifying Pandas data frames and Series Data Analytics using Tableau Fundamentals of Tableau Essential Design Principles for Visualization with Tableau Creating Dashboards and Interactive Reports in Tableau Building Captivating dashboards from Capstone different datasets across E-Commerce, Projects Fintech, Health Tech etc., Data Analytics ccbp.in/Intensive 4 Contact us [email protected] www.ccbp.in
