All the skills you need for Business Analyst career track. Tableau, Python, Excel, SQL, BigQuery. All-in-one Mega course
What you will learn
Learn about basic formatting in excel.
Learn about sorting and filtering functions in excel.
Learn about UPPER, LOWER, PROPER, LEFT, RIGHT, SEARCH, CONCATENATE functions in excel.
Learn how to find outliers and missing values in Excel.
Learn how to find standard deviation and percentiles in data using Excel.
Learn about IF, IF ERROR, COUNTIF, SUMIF and AVERAGEIF functions in excel.
Learn about using Color Bars and Color scales in excel.
Learn applying VLOOKUP and HLOOKUP functions and merge datasets using them in excel.
Learn how to merge datasets using Index and match.
Learn making Pivot Tables and Pivot charts in excel.
Learn making interactive dashboards in excel.
Learn about What-if analysis in excel.
Learn how to perform linear regression in excel.
Learn about creating databases and tables in SQL.
Learn about Numerical, string functions in SQL.
Learn about filtering using the LIKE operator in SQL.
Learn about different DDL and DML commands.
Learn about Joins and Subqueries in SQL.
Learn connecting Python and MySQL.
Learn how Big Query works.
Learn visualization using Data Studio.
Learn about the use of big query in data analysis.
Learn connecting big query to tableau desktop for visualizations.
Learn creating visualization and dashboards using Tableau.
Learn how to design histograms, tree maps, Pareto and Multi-axis charts.
Learn how to sort, group and filter data.
Learn and master context filters, dimension filters, measure filters and Top N filters.
Learn about different join types to combine your data into a single rich source data.
Learn exploring data using Dabl and Sweetviz library.
Learn the basics as well as advanced visualization techniques.
Learn how to use groups by functions, pivoting functions.
Learn about structured problem solving concepts.
Description
Welcome to the best online course on Business Analysis in Data Science Masterclass.
Omar Hanif
⭐⭐⭐⭐⭐
“Truly an amazing course.
I am yet to find a better course that covers so many topics in Business Intelligence with such great detail.
Everything is so elaborately explained that it leaves no confusions. Highly recommended!”
—
Business Intelligence and Data Analysis is a disciplined approach for introducing and managing change to organizations, whether they are for-profit businesses, governments, or non-profits.
Business analysis is used to identify and articulate the need for change in how organizations work, and to facilitate that change.
This course is a complete package for everyone wanting to pursue a career in business analysis.
This course gives you complete knowledge from basics to advanced level on Excel, Python, Tableau and SQL.
You will learn to create interactive dashboards using Excel as well as Tableau.
Along with these, this course will cover other business analytics concepts such as
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Big Query
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Data Exploration
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Data Visualization
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Query Analysis
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Linear Regression
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Structured Problem Solving
All these topics are covered in detail.
Along with theory, you will get to practice them using some real-world datasets.
There will be lots of exercises and quizzes.
And Not only this,
This course gives you the opportunity to master communication skills,
Enhance your presentation skills, GitHub skills, and also provide essential business grooming.
This course is a complete package for business analysis concepts.
This is a great test for people who are learning the Python language and data science and are looking for new challenges.
Instructor Support – Quick Instructor Support for any queries.
I’m looking forward to see you in the course!
You won’t regret it after taking this course.
This course is worth taking.
Enroll now and become a skilled business analyst.
English
language
Content
Excel Fundamentals
How is Excel important to businesses
Understanding the excel interface
Basic Formatting in Excel
Insertion and Deletion in Excel
Data Types in Excel
Q and A
Thanks for your Support
Quiz on Excel Basics
Quiz Solution
Applying the sort function
Applying the filter function
Applying the advanced filter function
Quiz on Sort and Filter
Quiz Solution
Using the UPPER, LOWER and PROPER functions
Using the LEFT, RIGHT and SEARCH functions
Using the TRIM, CONCAT and LEN functions
Quiz on Text functions
Quiz Solution
Using the MIN, MAX AVERAGE functions
Finding the Standard deviations
Find the percentiles of data
Finding the Outliers present in data
Finding the Missing values in data
Quiz on Statistical functions
Quiz Solution
Using the IF function
Using the IF ERROR function
Applying the COUNTIF function
Applying the SUNIF function
Applying the AVERAGEIF function
Quiz on Logical functions
Quiz Solution
Using Colorbars for formatting
Using Colorscales for formatting
Quiz on Conditional Formatting
Quiz Solution
Excel for Data Analysis
Applying VLOOKUP function
Applying HLOOKUP function
Quiz on Lookup Functions
Quiz Solution
Why to use Index and Match?
Applying Index and Match
Quiz on Index and Match
Quiz Solution
Making Pivot Tables
Making Pivot Charts
Quiz on Pivot Tables
Quiz Solution
Basics of Data Visualizations
Making Charts in Excel
Making Dashboards
Adding Slicers in Dashboards
Formatting dashboards
Quiz on Dashboards
Quiz Solution
Goal Seek Analysis
Data Tables
Scenario Management
Quiz on What If Analysis
Quiz Solution
Understanding Regression
Performing Linear Regression
Quiz on Regression
Quiz Solution
SQL Introduction
Introduction to SQL
Build your first SQL query
Basic SQL queries Part – 1
Basic SQL queries Part – 2
Brain Buster Exercise
Brain Buster Solution
Quiz on Introduction to SQL
Quiz Solution
Installation
Interface walkthrough
Creating Required Databases
Quiz on Installation and set up
Quiz Solution
Type of SQL Commands
The SELECT Command
Numerical Functions
String Functions
Exercises on String Functions
The Having Clause
Filtering using the Like Operator
Quiz on DQL
Quiz Solution
SQL Deep Dive
Numerical Datatypes
String Datatypes
Constraints
Quiz on DDL
Quiz Solution
Creating Databases and Tables
Alter, Drop, and Truncate
Insert, Update, and Delete
Quiz on DML
Quiz Solution
Foreign Key
Joins
Left, Right, and Outer Join
Compound Joins, and Multiple Joins
Star Schema
Sub Queries Part 1
Sub Queries Part 2
Quiz on Joins, Sub Queries & Set Operations
Quiz Solution
Connecting MySQL through Python
Loading Tables into a Pandas DataFrame
Quiz on Accessing Databases using Python
Quiz Solution
Big Query
What is Big query
How Big query works
Getting started with GCP and Big query
Importing Dataset and Executing your first Big query
Visualizing using Data Studio
BI Engine
SQL exercise on Big query
Quiz on Introduction to Big Query
Quiz Solution
Use of Big query in Data Analysis
Exploring Big query dataset on kaggle kernel
Connecting Big query to Tableau Desktop for Visualizations
Data Analysis project – Part 1 (Introduction and Setting up Problem statement)
Data Analysis project – Part 2 (Exercises and Solutions)
Quiz on Big Query for Data Analysis
Quiz Solution
What is Data warehouse
Properties of modern Data warehouse
Alternatives to Big query
Quiz on Data warehouse
Quiz Solution
Tableau Bootcamp
Getting Started with Tableau
Navigating Tableau
Creating Your First Visualization
Building Your First Dashboard
Quiz on Creating your First Tableau Dashboard
Introduction
Dimensions and Measures
Green & Blue Pills
Measures Names & Values
Working with Time Series Data
Aggregation and Granularity
Aggregation Options
Show Me Toolbar
Marks cards & Level of Detail
Custom Shapes
Filtering Data
Pages Shelf
Exercise on Building Blocks of Data Visualization
Solution on Building Blocks of Data Visualization
Quiz on Building Blocks of Data Visualization
Exercise Answer
Highlight Table
Highlight Table Bar Charts & Sorting
Bar-in-Bar
Histogram
Pie Charts
Pie Chart Exercise Solution
Tree Map
Bubble Chart
Line Charts
Area Chart
Heat Map
Exercise on Tableau Basic Visualization (Vietnam War Dataset)
Solution on Tableau Basic Visualization
Quiz on Tableau Basic Visualization
Exercise Answer
Overview
Theme & Workbook Level Formatting
Axis Lines and Formatting
Parts of the View
Formatting Pane – Part 1
Formatting Pane – Part 2 (Fonts, Alignment & Shading)
Formatting Pane – Part 3 (Borders & Lines)
Number Format
Titles & Captions
Mark Labels
Styling and Customizing a Tooltip
Visualization in Tooltip
Editing Axis
Annotating the Viz
Section Exercise – Data Ink Ratio
Section Exercise Solution – Data Ink Ratio
Quiz on Formatting in Tableau
Tableau Visualization
Managing Metadata and Data Types
Data Extraction
Data Preparation and Cleaning
Wide and Long Formats
Filtering of Rows using Data Source Filters
Joins
Joining Multiple Fields
Complex Joins
Why Blending?
How to do Blending in Tableau?
Data Blending (Additional)
Data Union
Quiz on Data Preparations
Sorting
Hierarchy
Groups
Sets
Data Filters
Advanced Filtering
Quiz on Slicing and Dicing Data in Tableau
Tableau Advanced
Section Overview
Getting Started with Calculations
Types of Calculations
The Number Functions
The String Functions
Searching for Text
Type Conversions
The Date Functions
Datetrunc and datepart
Gantt Charts using Date Functions
The Logical Functions
Calculations using Sets
Aggregate Functions
Attribute Function
Quiz on Tableau Functions
Section Overview
Table Calculation – Part 1
Table Calculations – Part 2
Table Functions
Window Functions
Conditional Highlighting using Windows Functions
Moving Calculations
Rank Functions
Running Functions
Secondary Calculations with Pareto Chart
Quiz on Table Calculations
Introduction to Level of Details
FIXED – Level of Detail Expression
Customer Order Loyalty
Customer Retention Analysis
Fixing Duplicate Records in Tableau using FIXED
INCLUDE – Level of Detail Expression
EXCLUDE – Level of Detail Expression
Table Scoped Level of Detail Expression
Nested LOD
Finding a Dimension at Lower Level
Sparklines with Min Max Indicator
Final Words
Quiz on Level of Detail Expressions
Parameters
Parameter Basics
Advanced Parameters Part – 1
Advanced Parameters Part – 2
Quiz on Parameters in Tableau
Python Fundamentals
Why should you learn Python?
Installing Python and Jupyter Notebook
Understanding the Interface of Jupyter Notebook
Naming Convention for variables
Built in Data Types and Type Casting
Scope of Variables
Quiz on Variables and Data Types
Quiz Solution
Exercise on Variables and Data Types
Solution on Variables and Data Types
Exercise on Scope of Variables
Solution on Scope of Variables
Arithmetic and Assignment Operators
Comparison, Logical, and Bitwise Operators
Identity and Membership Operators
Quiz on Operators
Quiz Solution
Exercise on Arithmetic and Assignment Operators
Solution on Arithmetic and Assignment Operators
Exercise on Comparison, Logical, and Bitwise Operators
Solution on Comparison, Logical, and Bitwise Operators
Exercise on Identity and Membership Operators
Solution on Identity and Membership Operators
String Formatting
String Methods
User Input
Quiz on Strings
Quiz Solution
Exercise on Strings
Solution on Strings
If, elif, and else
For and While
Break and Continue
Quiz on Loops and conditionals
Quiz Solution
Exercise on Loops and Conditionals
Solution on Loops and Conditionals
Python for Data Science
Introduction to datetime
The date and time class
The datetime class
The timedelta class
Quiz on Dates and Times
Quiz Solution
Exercise on Date and Time
Solution on Date and Time
Meta Characters for Regular Expressions
Built-in Functions for Regular Expressions
Special Characters for Regular Expressions
Sets for Regular Expressions
Quiz on Regular Expressions
Quiz Solution
Exercise on Regular Expressions
Solution on Regular Expressions
Array Creation using Numpy
Mathematical Operations using Numpy
Built-in Functions in Numpy
Quiz on Introduction to Numpy
Quiz Solution
Exercise on Built-in Functions in Numpy
Solution on Built-in Functions in Numpy
Reading Datasets using Pandas
Plotting Data in Pandas
Indexing, Selecting, and Filtering Data using Pandas
Merging and Concatenating DataFrames
Lambda, Map, and Apply Functions
Quiz on Introduction to Pandas
Quiz Solution
Exercise on Pandas Plotting
Solution on Pandas Plotting
Exercise on Indexing and Selecting
Solution on Indexing and Selecting
Exercise on Apply Functions
Solution on Apply Functions
Data Exploration
Why EDA and how it is useful
Course curriculum walkthrough
Data Profiling
Analyzing Target Data
Summarizing data
Quiz on Introduction to EDA
Quiz Solution
Exploring the Dabl Library
Exploring the Sweetviz Library
Using Color Gradients for better analysis
Best Practices for Data Exploration
Quiz on Examining Data
Quiz Solution
Data Visualization
Univariate Analysis
Bivariate Analysis
Multivariate Analysis
Quiz on Basics of Visualization
Quiz Solution
Scatter Plots
Charts with Colorscale
Bar, Line, and Area Charts
Facet Grids
Statistical Charts
Polar Charts
Subplots
3D Charts
Waffle Charts
Maps
Quiz on Advanced Visualizations
Quiz Solution
Animation with Bubbleplot
Animation with Facets
Animation with Scatter Maps
Animation with Choropleth Maps
Quiz on Animated Visualizations
Quiz Solution
Introduction to Ipywidgets
Interactive Univariate Analysis
Interactive Bivariate Analysis
Interactive Multivariate Analysis
Quiz on Interactive Visualizations
Quiz Solution
Sunburst Charts
Parallel Co-ordinate Charts
Funnel Charts
Gantt Charts
Ternary Charts
Tree Maps
Network Charts
Quiz on Miscellaneous Charts
Quiz Solution
Query Analysis
Aggregate functions used for Grouping
Using Groupby for Grouping Operations
Groupby with Idxmax and Idxmin functions
Using Color scales for better visualization
Visualizing the Groupby Operations
Using Pivot Tables for Grouping Operations
Difference between Groupby and Pivot tables
Performing Cross Tabulation
Visualizing Cross tabulated Data
Interactive Grouping Operations
Quiz on Grouping Operations
Quiz Solution
When to perform Filtering Operations
Introduction to Simple Filtering Operations
Advanced Filtering Operations
Filtering and Grouping Operations
Interactive Filtering Operations
Quiz on Filtering Operations
Quiz Solution
Linear Regression
Introduction to Linear Regression
Implementing Linear Regression using Sklearn
Feature Selection using RFECV
Data Transformation with Linear Regression
Applying Cross Validation
Analyzing the performance of Regression models
R2 score and adjuted R2 score intuition
MAE, RMSE, R2 and Adjusted R2 in code
Applying real time prediction on our model
Industry relevance of linear regression
Quiz on Modelling with Linear Regression
Quiz Solution
Structured Problem Solving
Understanding a Business Problem
Important Factors to Consider in a Business Problem
The Process of Interviewing
Do’s and Dont’s of Interviewing
Introduction to 5W Framework
Introduction to 5Why Framework
Case Study on 5W and 5Why Framework
Introduction to Spin Framework
Case Study on Spin Framework
Introduction to Business Model Canvas
Introduction to Issue Tree Frameworks
Case Study on Issue Tree Frameworks
Introduction to 7P Framework
Introduction to 3P Framework
Introduction to 5C Framework
Introduction to Specialized Business Frameworks
Mastering Communication Skills
Why is Communication so Important?
Tips for Better Communication
Do’s and Dont’s for Communication
How to Deal with Large no. of People
How to Manage Stress and Anxiety
How to develop Communication Skills
How to Develop Negotiation Skills
How to Handle Negative People
How to say “No” at Workplace
How to use Empathy in Communication.
Business Presentation Skills
Why Presentation Skills are Important
How to Use Google Slides
Tips and Tricks to make an Effective Presentation.
Adding Graphics to your Presentation
Adding Animations to your Presentation
Github Ninja Skills
Introduction to Github?
Introduction to Version Control
Introduction to Git
How to Upload Projects using Github.
Using Github Pages to make your Portfolio
How to Clone, Fork and Search for Projects in Github
Maintaining Github Repositories
Mastering Github Issues
Getting Insight about Github Repositories
Essential Business Grooming
Benefits of Grooming
How to Dress for Different Occasions
Eating and Talking Habits
How to be More Presentable
How to Improve Interpersonal Skills
How to be professional at work place
Outro Section
Conclusion
How to Get Your Certificate of Completion
Bonus Section
Bonus Lecture