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    Business Analysis Masterclass (5 courses in 1)

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 449 799

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 449  ₹799
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    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 SUMIF 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
    • 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
    • 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

    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

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