Data Analysis Masterclass (4 courses in 1)
- Offered byUDEMY
Data Analysis Masterclass (4 courses in 1) at UDEMY Overview
Duration | 17 hours |
Total fee | ₹649 |
Mode of learning | Online |
Credential | Certificate |
Data Analysis Masterclass (4 courses in 1) at UDEMY Highlights
- Earn a certificate of completion from Udemy
- Learn from 58 downloadable resource & 2 articles
- Get full lifetime access of the course material
- Comes with 30 days money back guarantee
Data Analysis Masterclass (4 courses in 1) at UDEMY Course details
- For Data Analysts
- For Job-seekers
- For anyone who wants to explore data science.
- For Students and professionals who want to improve the training capabilities
- For programming beginners
- 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
- Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making
- Data analysis has multiple facets and approaches, encompassing diverse techniques under a variety of names, and is used in different business, science, and social science domains
- This course gives you complete knowledge from basics to advanced level on Excel, Python, and SQL
Data Analysis Masterclass (4 courses in 1) at UDEMY Curriculum
Excel Fundamentals
How is excel important to businesses
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 advanced filter function
Quiz on Sort and Filter
Quiz Solution
Exercise on Filters
Solution on Filters
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
Exercise on Text Functions
Solution on Text Functions
Using the MIN, MAX AVERAGE functions
Finding the Standard deviations
Finding the Outliers present in data
Finding the Missing values in data
Quiz on Statistical functions
Quiz Solution
Excel for Data analysis
Applying VLOOKUP function
Quiz on Lookup Functions
Quiz Solution
Exercise on Lookup Functions
Solution on Lookup Functions
Why to use Index and Match?
Applying Index and Match
Quiz on Index and Match
Quiz Solution
Exercise on Index and Match Functions
Solution on Index and Match Functions
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
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 Solution
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
Quiz on Variables and Data Types
Quiz Solution
Exercise on Variables and Data Types
Exercise on Scope of Variables
Python for Data Science
Introduction to datetime
The date and time class
The datetime 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
Tableau Fundamentals
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