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Data Analysis & Visualization: Python | Excel | BI | Tableau
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Introduction and Download All Resources
Data Analysis with Python
9 Topics
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Kaggle Datasets
Tabular Data
Exploring Pandas DataFrame
Analysing and manipulating pandas dataframe
What is data cleaning?
Basic data cleaning
Data Visualization
Visualizing qualitative data
Visualizing quantitative data
Data Analysis with Power BI
38 Topics
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What is Power BI
What is Power BI Desktop
Installing Power BI Desktop
Power BI Desktop tour
Power BI Overview: Part 1
Power BI Overview: Part 2
Power BI Overview: Part 3
Components of Power BI
Building blocks of Power BI
Exploring Power BI Desktop Interface
Exploring Power BI Service
Power BI Apps
Connecting to web data
Clean and transform data : Part 1
Clean and transform data : Part 2
Combining Data Sources
Creating Visualization : Part 1
Creating Visualization : Part 2
Publishing Reports to Power BI Service
Importing and transforming data from Access db file
Data Analysis with Excel
19 Topics
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Office 365 setup ( Optional)
Activating office 365 ( Optional)
Logging into office 365 (Optional)
What is Power Pivot
Office versions of power pivot
Enable Power Pivot in excel
What is Power Query
Connecting to a data source
Preparing query
Cleansing data
Enhancing query
Creating a data model
Building data relationships
Create lookups with DAX
Analyse Data with Pivot Tables
Analyse data with Pivot Charts
Refresh Source Data
Update Queries
Create new reports
Connecting to Relational Databases with Power BI
14 Topics
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What is SQL Server
SQL Server Editions
Download SQL Server
Install SQL Server
Install SSMS
Connecting to SQL Server with SSMS
Attach sample database to SQL Server
Connecting to SQL Server with Power BI
What is PostgreSQL
Installing PostgreSQL
Connecting to PostgreSQL
Attach sample database to PostgreSQL
Connecting to PostgreSQL with Power BI – Part 1
Connecting to PostgreSQL with Power BI – Part 2
Data modelling with Power BI
6 Topics
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What is data modelling
Creating and managing data relationships
Creating calculated columns
Optimizing models for reporting
Time intelligence
Applying filters on visuals
Data Analysis and Visualization with Tableau
19 Topics
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What is Tableau
Tableau Public Desktop
Tableau Public Desktop Overview – Part 1
Tableau Public Desktop Overview – Part 2
Tableau Online
Tableau Data Sources
Tableau File Types
Tableau Help Menu
Connecting to a data source
Join related data sources
Join data sources with inconsistent fields
Data Cleaning
Exploring Tableau Interface
Re-order fields in visualization
Change Summary
Splitting text into multiple columns
Presenting data using stories
Add duplicate and rename worksheet
Re-order clear and delete worksheet
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