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Data Analytics Certification Training Course
Introduction to Statistical Analysis
Counting, Probability, and Probability Distributions
Sampling Distributions
Estimation and Hypothesis Testing
Scatter Diagram
Anova and Chisquare
Imputation Techniques
Data Cleaning
Correlation and Regression
Hands-On
Introduction to Data Analytics
Data Analytics Overview
Importance of Data Analytics
Types of Data Analytics
Descriptive Analytics
Diagnostic Analytics
Predictive Analytics
Prescriptive Analytics
Benefits of Data Analytics
Data Visualization for Decision Making
Data Types, Measure Of central tendency, Measures of Dispersion
Graphical Techniques, Skewness & Kurtosis, Box Plot
Descriptive Stats
Sampling Funnel, Sampling Variation, Central Limit Theorem, Confidence interval
Hands-On
Excel: Basics to Advanced
Excel tutorial
Text to Columns
Concatenate
The Concatenate Function
The Right Function with Concatenation
Absolute Cell References
Data Validation
Time and Date Calculations
Conditional Formatting
Exploring Styles and Clearing Formatting
Using Conditional Formatting to Hide Cells
Using the IF Function
Changing the “Value if false” Condition to Text
Pivot Tables
Creating a Pivot Table
Specifying PivotTable Data
Changing a PivotTables Calculation
Filtering and Sorting a PivotTable
Creating a PivotChart
Grouping Items
Updating a PivotTable
Formatting a PivotTable
Using Slicers
Charts
Creating a Simple Chart
Charting Non-Adjacent Cells
Creating a Chart Using the Chart Wizard
Modifying Charts
Moving an Embedded Chart
Sizing an Embedded Chart
Changing the Chart Type
Chart Types
Changing the Way Data is Displayed
Moving the Legend
Formatting Charts
Adding Chart Items
Formatting All Text
Formatting and Aligning Numbers
Formatting the Plot Area
Formatting Data Markers
Pie Charts
Creating a Pie Chart
Moving the Pie Chart to its Own Sheet
Adding Data Labels
Exploding a Slice of a Pie Chart
Data Analysis − Overview
types of Data Analysis
Data Analysis Process
Working with Range Names
Copying Name using Formula Autocomplete
Range Name Syntax Rules
Creating Range Names
Creating Names for Constants
Managing Names
Scope of a Name
Editing Names
Applying Names
Using Names in a Formula
Viewing Names in a Workbook
Copying Formulas with Names
Difference between Tables and Ranges
Create Table
Table Name
Managing Names in a Table
Table Headers replacing Column Letters
Propagation of a Formula in a Table
Resize Table
Remove Duplicates
Convert to Range
Table Style Options
Table Styles
Cleaning Data with Text Functions
Removing Unwanted Characters from Text
Extracting Data Values from Text
Formatting Data with Text Functions
Date Formats
Conditional Formatting
Sorting
Filtering
Lookup Functions
Pivoting
Hands-On
SQL
Introduction to Oracle Database
Retrieve Data using the SQL SELECT Statement
Learn to Restrict and Sort Data
Usage of Single-Row Functions to Customize Output
Invoke Conversion Functions and Conditional Expressions
Aggregate Data Using the Group Functions
Display Data from Multiple Tables Using Joins
Use Sub-Queries to Solve Queries
The SET Operators
Data Manipulation Statements
Use of DDL Statements to Create and Manage Tables
Other Schema Objects
Control User Access
Management of Schema Objects
Manage Objects with Data Dictionary Views
Manipulate Large Data Sets
Data Management in Different Time Zones
Retrieve Data Using Sub-queries
Regular Expression Support
Hands-On
Tableau Course Material
Start Page
Show Me
Connecting to Excel Files
Connecting to Text Files
Connect to Microsoft SQL Server
Connecting to Microsoft Analysis Services
Creating and Removing Hierarchies
Bins
Joining Tables
Data Blending
Hands-On
Learn Tableau Basic Reports
Parameters
Grouping Example 1
Grouping Example 2
Edit Groups
Set
Combined Sets
Creating a First Report
Data Labels
Create Folders
Sorting Data
Add Totals, Sub Totals and Grand Totals to Report
Hands-On
Learn Tableau Charts
Area Chart
Bar Chart
Box Plot
Bubble Chart
Bump Chart
Bullet Graph
Circle Views
Dual Combination Chart
Dual Lines Chart
Funnel Chart
Traditional Funnel Charts
Gantt Chart
Grouped Bar or Side by Side Bars Chart
Heatmap
Highlight Table
Histogram
Cumulative Histogram
Line Chart
Lollipop Chart
Pareto Chart
Pie Chart
Scatter Plot
Stacked Bar Chart
Text Label
Tree Map
Word Cloud
Waterfall Chart
Hands-On
Learn Tableau Advanced Reports
Dual Axis Reports
Blended Axis
Individual Axis
Add Reference Lines
Reference Bands
Reference Distributions
Basic Maps
Symbol Map
Use Google Maps
Mapbox Maps as a Background Map
WMS Server Map as a Background Map
Hands-On
Learn Tableau Calculations & Filters
Calculated Fields
Basic Approach to Calculate Rank
Advanced Approach to Calculate Ra
Calculating Running Total
Filters Introduction
Quick Filters
Filters on Dimensions
Conditional Filters
Top and Bottom Filters
Filters on Measures
Context Filters
Slicing Filters
Data Source Filters
Extract Filters
Hands-On
Learn Tableau Dashboards
Create a Dashboard
Format Dashboard Layout
Create a Device Preview of a Dashboard
Create Filters on Dashboard
Dashboard Objects
Create a Story
Hands-On
Server
Tableau online
Overview of Tableau Server
Publishing Tableau objects and scheduling/subscription
Hands-On
Introduction to Power BIt
Get Started with Power BI
Overview: Power BI concepts
Sign up for Power BI
Overview: Power BI data sources
Connect to a SaaS solution
Upload a local CSV file
Connect to Excel data that can be refreshed
Connect to a sample
Create a Report with Visualizations
Explore the Power BI portal
Hands-On
Viz and Tiles
Overview: Visualizations
Using visualizations
Create a new report
Create and arrange visualizations
Format a visualization
Create chart visualizations
Use text, map, and gauge visualizations and save a report
Use a slicer to filter visualizations
Sort, copy, and paste visualizations
Download and use a custom visual from the gallery
Hands-On
Reports and Dashboards
Modify and Print a Report
Rename and delete report pages
Add a filter to a page or report
Set visualization interactions
Print a report page
Send a report to PowerPoint
Create a Dashboard
Create and manage dashboards
Pin a report tile to a dashboard
Pin a live report page to a dashboard
Pin a tile from another dashboard
Pin an Excel element to a dashboard
Manage pinned elements in Excel
Add a tile to a dashboard
Build a dashboard with Quick Insights
Set a Featured (default) dashboard
Ask Questions about Your Data
Ask a question with Power BI Q&A
Tweak your dataset for Q&A
Enable Cortana for Power BI
Hands-On
Publishing Workbooks and Workspace
Share Data with Colleagues and Others
Publish a report to the web
Manage published reports
Share a dashboard
Create an app workspace and add users
Publish an app
Use an app workspace
Create a QR code to share a tile
Embed a report in SharePoint Online
Hands-On
Other Power BI Components and Table Relationship
Use Power BI Mobile Apps
Get Power BI for mobile
View reports and dashboards in the iPad app
Use workspaces in the mobile app
Use Power BI Desktop
Sharing from Power BI Mobile
Install and launch Power BI Desktop
Get data
Reduce data
Transform data
Relate tables
Get Power BI Desktop data with the Power BI service
Export a report from Power BI service to Desktop
Hands-On
DAX functions
New Dax functions
Date and time functions
Time intelligence functions
Filter functions
Information functions
Logical functions
Math & trig functions
Parent and child functions
Text functions
Hands-On
Python Basics
The print statement
Comments
Python Data Structures & Data Types
String Operations in Python
Simple Input & Output
Simple Output Formatting
Deep copy
Shallow copy
Operators in python
Hands-On
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