Business Data Analytics Bootcamp: Transform Data Into Intelligent Insights
Start on Windows, MacOS, and Linux
Business Data Analytics Bootcamp: Transform Data Into Intelligent Insights
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Completed
Getting Started
Introduction
Video - 00:02:51 mins
Start on Windows, MacOS, and Linux
Video - 00:01:58 mins
How to ask great questions
Video - 00:01:49 mins
faq's
Video - 00:01:30 mins
Course Materials & Solutions
Reading
Introduction to Business Data Analytics
What is Business Analytics
Video - 00:08:32 mins
Importance of data analytics in decision-making
Video - 00:02:55 mins
Real-world applications of Business Analytics
Video - 00:04:48 mins
Overview of tools: Excel, SQL, Power BI, Python (Pandas)
Video - 00:06:44 mins
Excel Data Basics
Worksheet Basics
Video - 00:21:44 mins
Data Structuring and Formulas
Video - 00:11:55 mins
Data Formats
Video - 00:09:32 mins
Data Handling Basics – Cut Copy and Paste
Video - 00:06:28 mins
Save and Print in Excel
Video - 00:10:07 mins
Excel Ranges
Video - 00:04:40 mins
Mastering Excel with ChatGPT: AI-Powered Productivity and Automation
Video - 00:07:47 mins
Excel Formula and Functions
Basic Formula Operations
Video - 00:06:07 mins
Mathematical Functions Level1
Video - 00:19:47 mins
Mathematical Functions Level2
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Text Functions Level1
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Text Functions Level2
Video - 00:12:49 mins
Logical Functions (AND, OR, XOR)
Video - 00:10:56 mins
Date Time Functions
Video - 00:06:13 mins
Lookup Function - VLOOKUP
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Lookup Function - HLOOKUP
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HLOOKUP + Match Formula
Video - 00:08:27 mins
Match + Index Formula Combination
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Excel XLookup Only for Excel and Office 365
Lookup Function - XLOOKUP
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Handling #NA and Approximates match in XLOOKUP
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Wildcard matching in XLOOKUP
Video - 00:06:05 mins
Excel Data Transforming and Importing
Split Text into columns
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Flash Fill
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Remove Duplicates
Video - 00:07:39 mins
Data Validation
Video - 00:06:27 mins
Get - Import Data from Text
Video - 00:05:31 mins
Get - Import Data from CSV
Video - 00:03:15 mins
Excel Data Formatting and Table Design
Formatting Font
Video - 00:04:08 mins
Formatting Alignment
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Formatting Number
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Formatting Date
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Formatting Tables
Video - 00:05:06 mins
Excel Data Analysis with Pivot Tables
Creating PivotTables for Summarization
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Value Field Settings
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Number Format
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Pivot Table Design
Video - 00:03:13 mins
Excel Charts and Data Visualization
Excel Charts – Categories
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Elements of a chart
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Creating dynamic charts
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Column or Bar charts
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Formatting charts
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Line charts
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Area charts
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Pie and Doughnut charts
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Format Area Plot or XY chart
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Scatter or Bubble charts
Video - 00:02:01 mins
Microsoft SQL Server Setting Up
Microsoft SQL Server Installation
Video - 00:17:55 mins
SQL Server Management Studio (SSMS) Installation
Video - 00:08:12 mins
Connecting MS SQL (Windows Authentication)
Video - 00:03:37 mins
Connecting MS SQL (SQL Server Authentication)
Video - 00:03:10 mins
Download and Restore Sample Database
Video - 00:07:23 mins
Mastering SQL with ChatGPT: AI-Powered Skills and Automation
Video - 00:10:13 mins
SQL Azure Data Studio
What is Azure Data Studio
Video - 00:06:22 mins
Azure Data Studio Installation Steps
Video - 00:07:14 mins
Azure Data Studio to Connect SQL Server
Video - 00:08:57 mins
Create a Database
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Create a Table
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Insert Data Rows
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Getting Data using SQL Query
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SQL Database Basics: Getting Started with SSMS
Overview of Databases
Video - 00:10:38 mins
Creating Database
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SQL Data Types
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Column Data Types on SSMS
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Creating Table
Video - 00:09:06 mins
Overview of Primary Key and Foreign Key
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Primary Key
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Foreign Key
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Creating Temporary Tables
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SQL Statement for Data: Querying, Modifying and Managing Information
Insert Query Statement
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Update (Modifying) Query Statement
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Delete Query Statement
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SQL Statement Basics
SQL Statement Basic
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SELECT Statement
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SELECT DISTINCT for UNIQUE Data Reports
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SELECT with Column Custom Titles
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Column AS Statement
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Data Management: Data Filtering
SELECT WHERE Clause – Theory
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SELECT WHERE Clause – Practical
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Data Management: Aggregate Functions
Mastering SUM(): Aggregating Data in SQL
Video - 00:07:57 mins
MIN() & MAX(): Finding the Smallest and Largest Values in SQL
Video - 00:05:44 mins
Data Management: SQL Conditional Clause Query Statement
Order By Statement
Video - 00:05:22 mins
SELECT TOP Clause in SQL
Video - 00:04:02 mins
BETWEEN Command
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IN Operator
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Wildcard Characters and LIKE
Video - 00:04:50 mins
Data Management: SQL Group by Statement
Group by – Theory
Video - 00:03:08 mins
Group by – Practical
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HAVING Statement
Video - 00:03:29 mins
Data Management: JOINS in SQL – Combining Data Across Tables
Overview of JOINS in SQL
Video - 00:01:53 mins
Understanding JOINS: Combining Data Across Tables
Video - 00:02:12 mins
INNER JOIN: Retrieving Data from Multiple Tables
Video - 00:07:52 mins
LEFT JOIN: Retrieving All Records from Left Table
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Right JOIN in SQL: Retrieving Data from the Right Table
Video - 00:02:15 mins
FULL OUTER JOIN: Combining Results from Both Tables
Video - 00:01:57 mins
CROSS JOIN in SQL: Producing Cartesian Products
Video - 00:03:07 mins
SQL Server Azure Data Studio Visualization
Installing SandDance Extension
Video - 00:02:33 mins
Visualization Charts
Video - 00:04:53 mins
Multiple Table Data Charts
Video - 00:05:58 mins
SQL Server Azure Studio SQL for Data Analysis
Type Decision for Data Analysis
Video - 00:13:09 mins
Data Analysis with Case Statement and String Text
Video - 00:09:11 mins
SQL Server Importing & Exporting Data
Importing Text - Flat File
Video - 00:05:00 mins
Importing CSV or Excel file
Video - 00:02:37 mins
Export Data to Excel or any Format
Video - 00:06:04 mins
SQL Server Secure Backup and Restore Database
Creating Secure Database Backup
Video - 00:03:49 mins
Restoring Secure Backup Database
Video - 00:03:31 mins
Microsoft Power BI: Introduction
Business Intelligence and Power BI
Video - 00:06:40 mins
Overview of Power BI
Video - 00:06:53 mins
Importance of Data Visualization
Video - 00:07:04 mins
Components of Power BI
Video - 00:02:32 mins
Mastering Power BI with ChatGPT: AI-Powered Insights & Automation
Video - 00:05:01 mins
Power BI: Setting up Desktop Enviourment
Downloading and Installing Power BI Desktop
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Overview of Power BI Desktop Interface
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Basic Settings and Navigation
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Power BI: Connecting and Shaping Data
Types of Data Sources (Excel, SQL Server, Web Data, etc.)
Video - 00:04:56 mins
Connecting Power BI to Excel and CSV Files
Video - 00:13:02 mins
Using Power Query to Transforming Data
Video - 00:09:25 mins
Introduction to Power Query Editor
Video - 00:06:43 mins
Cleaning and Shaping Data
Video - 00:17:41 mins
Combining and Merge (Join) in Power Query
Video - 00:09:39 mins
Managing Relationships Between Data Tables
Video - 00:12:31 mins
Power BI: Data Modelling
Power BI: Data Modelling
Overview of Data Modelling
Video - 00:04:46 mins
Creating Relationships Between Tables
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Optimizing Data Models with Relationships
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Best Practices for Data Modelling
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Power BI: Data Analysis Expression (DAX)
Basics of Data Analysis Expressions (DAX)
Video - 00:03:11 mins
Create Calculated Columns using DAX formula
Video - 00:07:05 mins
Create Measures using DAX Formula
Video - 00:04:53 mins
Use DAX Calculations in Visualizations
Video - 00:03:17 mins
DAX Functions for Aggregations
Video - 00:14:52 mins
Filtering and Conditional Calculations
Video - 00:02:57 mins
Power BI: DAX – Time Intelligence Functions
Prepare Data for Functions
Video - 00:03:37 mins
Year-to-Date (YTD) Sales
Video - 00:02:39 mins
Month-to-Date (MTD) Sales
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Quarter-to-Date (QTD) Sales
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Year-Over-Year (YOY) Growth
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Use Measures in Visualizations
Video - 00:04:11 mins
Power BI: Data Visualization
Types of Visualizations in Power BI
Video - 00:02:16 mins
Creating Bar Charts
Video - 00:03:40 mins
Creating Pie Charts
Video - 00:03:59 mins
Creating Tables and Formatting
Video - 00:07:01 mins
Power BI: Interactive Dashboards (Sales Data – Case Study)
Best Practices for Dashboard Design
Video - 00:05:18 mins
Loading Dashboard Sample Data
Video - 00:02:40 mins
Total Revenue Card for Dashboard
Video - 00:02:42 mins
Revenue by Region Bar Chart for Dashboard
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Units Sold Over Timeline Chart for Dashboard
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Product Distribution Pie Chart for Dashboard
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Adding Slicers for Interactive Dashboard
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Save and Publish the Dashboard
Video - 00:3:11 mins
Power BI: Exporting – Publishing and Sharing
Export Power BI Template
Video - 00:03:23 mins
Export to Create PDF file
Video - 00:02:05 mins
Publishing to Power BI Service
Video - 00:04:47 mins
Sharing Reports and Dashboards
Video - 00:03:01 mins
Power BI: Mobile App Reporting
Design Mobile Dashboard layouts
Video - 00:03:35 mins
Viewing Reports on Mobile Devices
Video - 00:03:30 mins
Power BI Cheat Sheet
Reading
ChatGPT OpenAI: Introduction
What is ChatGPT AI
Video - 00:03:32 mins
Set Up an Account with ChatGPT
Video - 00:03:49 mins
How to Use ChatGPT Gen AI
Video - 00:05:30 mins
ChatGPT For Your day-to-day Tasks
Video - 00:05:12 mins
Python Setting Up Local Development Environment
Python App Installation step by step
Video - 00:07:03 mins
Python Code Editor IDE (PyCharm) Installation
Video - 00:12:19 mins
Getting Started First Python Project
Video - 00:08:28 mins
First Welcome “Hello World” Program
Video - 00:04:47 mins
Python Basics Using ChatGPT AI for Faster Learning
Use ChatGPT to Write Variables
Video - 00:05:43 mins
Use ChatGPT to Write Datatypes
Video - 00:04:26 mins
Use ChatGPT to Write Type casting
Video - 00:03:50 mins
Use ChatGPT to Write Strings
Video - 00:05:42 mins
Use ChatGPT to Write Operators
Video - 00:05:08 mins
Python Intermediate Using ChatGPT: Beyond the Basics
Use ChatGPT to Write If else Statements
Video - 00:03:07 mins
Use ChatGPT to Write While Loop
Video - 00:05:41 mins
Use ChatGPT to Write for loop
Video - 00:03:06 mins
Use ChatGPT to Write a Nested loop
Video - 00:02:58 mins
Exercise and Solution for It (Pyramid Pattern)
Video - 00:03:45 mins
Python Games Using ChatGPT
Use ChatGPT to Write Guessing Game
Video - 00:03:40 mins
Use ChatGPT to Write a Car Racing Game
Video - 00:03:12 mins
Python OOPS Mastery: Advanced Concepts with ChatGPT
Use ChatGPT to Write Functions
Video - 00:04:28 mins
Use ChatGPT to Explain Object Oriented Programming
Video - 00:06:02 mins
Use ChatGPT to Write Class Object Programs
Video - 00:03:20 mins
Use ChatGPT to Write Inheritance
Video - 00:05:41 mins
Use ChatGPT to Write Polymorphism
Video - 00:04:50 mins
Use ChatGPT to Write Abstract Classes
Video - 00:02:51 mins
Use ChatGPT to Write Encapsulation
Video - 00:03:38 mins
Python Pandas: Data Analysis Made Easy
What is Pandas and Why is it Essential for Data analysis?
Video - 00:05:06 mins
Installing and Importing Pandas
Video - 00:13:05 mins
Pandas Create and Loading Data
What is Pandas Data Frame
Video - 00:05:34 mins
Creating DataFrames Manually in Python Pandas
Video - 00:08:43 mins
Mastering Data Import: Loading CSV Files with Pandas
Video - 00:11:21 mins
Seamless Data Import: Loading Excel Files with Pandas
Video - 00:04:08 mins
Working with JSON: Loading and Reading Data Using Pandas
Video - 00:02:37 mins
Exploring Data Efficiently with Pandas: Key Techniques and Insights
Quick Data Preview: Retrieving the First 5 Rows in Pandas
Video - 00:03:35 mins
Exploring Data: Retrieving the Last 5 Rows in Pandas
Video - 00:01:49 mins
Identifying Data Types and non-null values
Video - 00:04:13 mins
Data Insights at a Glance: Generating Summary Statistics in Pandas
Video - 00:02:49 mins
Navigating Data Frames: Retrieving Rows and Columns in Pandas
Video - 00:01:59 mins
Understanding Your Data: Identifying Column Names in Pandas
Video - 00:01:54 mins
Pandas Data Cleaning: Handling Missing Values, Duplicates
Data Cleaning in Pandas: Preparing Your Data for Analysis
Video - 00:06:49 mins
Renaming Columns on Your Report Views
Video - 00:03:10 mins
Changing Data Types on Loading DataFrame
Video - 00:04:32 mins
Removing Duplicates from DataFrame Data
Video - 00:05:34 mins
Pandas Data Transformation
Applying Lambda Function
Video - 00:03:50 mins
Pandas Data Aggregation and Grouping
Basic Aggregation Functions
Video - 00:05:33 mins
Data Aggregation Made Easy: Mastering the GroupBy Function
Video - 00:04:33 mins
Pandas Data Merging and Joining
Combining Data Efficiently: Merging Two DataFrames in Pandas
Video - 00:06:37 mins
Pandas and Matplotlib Data Visualization
Bringing Data to Life: Data Visualization Charts with Pandas & Matplotlib
Video - 00:06:41 mins
Conclusion
Thank You
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