Curriculum
9 Sections
67 Lessons
34 Weeks
Expand all sections
Collapse all sections
PYTHON (3 Months)
35
1.1
Module 1: Introduction to Python
1.2
Module 1 Introduction to Python (Assignment Questions)
1 Week
1.3
Module 2: Writing and Executing Your First Python Program
1.4
Module 2 Writing and Executing Your First Python Program (Assignment Questions)
1 Week
1.5
Module 3: Python Language Fundamentals
1.6
Module 3 Python Language Fundamentals(Assignment Questions)
1 Week
1.7
Module 4: Standard Data Types
1.8
Module 4 Standard Data Types (Assignment Questions)
1 Week
1.9
Module 5: Python Conditional Statements
1.10
Module 5 Python Conditional Statements (Assignment Questions)
1 Week
1.11
Module 6: Looping Statements
1.12
Module 6 Looping Statements (Assignment Questions)
1 Week
1.13
Module 7: String Handling
1.14
Module 7 String Handling (Assignment Questions)
1 Week
1.15
Module 8: Python List
1.16
Module 8 Python List (Assignment Questions)
1 Week
1.17
Module 9: Python Tuple
1.18
Module 9 Python Tuple (Assignment Questions)
1 Week
1.19
Module 10: Python Set & Frozenset
1.20
Module 10 Python Set & Frozenset (Assignment Questions)
1 Week
1.21
Module 11: Python Dictionary
1.22
Module 11 Python Dictionary (Assignment Questions)
1 Day
1.23
Module 12: Python Functions
1.24
Module 12 Python Functions (Assignment Questions)
1 Week
1.25
Module 13: Modules & Packages
1.26
Module 13 Modules & Packages (Assignment Questions)
1 Week
1.27
Module 14: File I/O
1.28
Module 14 File IO (Assignment Questions)
1 Week
1.29
Module 15: Object Oriented Programming
1.30
Module 15 Object Oriented Programming (Assignment Questions)
1 Week
1.31
Module 16: Exception Handling
1.32
Module 16 Exception Handling (Assignment Questions)
1 Week
1.33
Module 17: Regular Expressions (Regex)
1.34
Module 17 Regular Expressions (Regex) (Assignment Questions)
1 Week
1.35
Python Quizzes
1 Hour
50 Questions
SQL (Structured Query Language)
23
2.1
Module 1: SQL Basics
2.2
Module 1 SQL Basics (Assignment Questions)
1 Week
2.3
Module 2: DML, DDL & DQL
2.4
Module 2 DML, DDL & DQL (Assignment Questions)
1 Week
2.5
Module 3: SQL Constraints
2.6
Module 3 SQL Constraints (Assignment Questions)
1 Week
2.7
Module 4: Querying DataCopy
2.8
Module 4 Querying Data Assignment Questions
1 Week
2.9
Module 5: SQL Joins
2.10
Module 5 SQL Joins (Assignment Questions)
1 Week
2.11
Module 6: SQL Functions
2.12
Module 6 SQL Functions (Assignment Questions)
1 Week
2.13
Module 7: Aggregate Functions and Grouping
2.14
Module 7 Aggregate Functions and Grouping (Assignment Questions)
1 Day
2.15
Module 8: Subqueries and Nested Queries
2.16
Module 8 Subqueries and Nested Queries (Assignment Questions)
1 Week
2.17
Module 9: Window Functions
2.18
Module 9 Window Functions (Assignment Questions)
1 Week
2.19
Module 10: Indexing and Performance Optimization
2.20
Module 10 Indexing and Performance Optimization (Assignment Questions)
1 Week
2.21
Module 11: Data Warehousing Concepts
2.22
Module 11 Data Warehousing Concepts (Assignment Questions)
1 Week
2.23
SQL (Structured Query Language) Quizzes
1 Hour
50 Questions
PYTHON LIBRARIES
11
3.1
Module 1: NumPy for Numerical Computing
3.2
Module 1 NumPy for Numerical Computing(Assignment Questions)
1 Week
3.3
Module 2: Pandas for Data Manipulation
3.4
Module 2 Pandas for Data Manipulation (Assignment Questions)
1 Week
3.5
Module 3: Data Visualization with Matplotlib
3.6
Module 3 Data Visualization with Matplotlib (Assignment Questions)
1 Week
3.7
Module 4:Data Visualization with Seaborn
3.8
Module 4 Data Visualization with Seaborn (Assignment Questions)
1 Week
3.9
Module 5: Practical Applications and Case Studies
3.10
Module 5 Practical Applications and Case Studies (Assignment Questions)
1 Week
3.11
Python Libraries Quizzes
1 Hour
50 Questions
STATISTICS
11
4.1
Module 1: Introduction to Statistics
4.2
Module 1 Introduction to Statistics (Assignment Questions)
1 Week
4.3
Module 2: Understanding Population and Samples
4.4
Module 2 Understanding Population and Samples (Assignment Questions)
1 Week
4.5
Module 3: Measures of Central Tendency and Dispersion
4.6
Module 3 Measures of Central Tendency and Dispersion (Assignment Questions)
1 Week
4.7
Module 4: Probability and Probability Distributions
4.8
Module 4 Probability and Probability Distributions (Assignment Questions)
1 Week
4.9
Module 5: Hypothesis Testing
4.10
Module 5 Hypothesis Testing (Assignment Questions)
3 Days
4.11
Statistics Quizzes
1 Hour
50 Questions
ADVANCE EXCEL
19
5.1
Module 1: Excel Basics and Customization
5.2
Module 1 Excel Basics and Customization (Assignment Questions)
1 Week
5.3
Module 2: Advanced Functions and Formulas
5.4
Module 2 Advanced Functions and Formulas (Assignment Questions)
1 Week
5.5
Module 3: Data Validation Techniques
5.6
Module 3 Data Validation Techniques (Assignment Questions)
1 Week
5.7
Module 4: Data Organization and Analysis
5.8
Module 4 Data Organization and Analysis (Assignment Questions)
1 Week
5.9
Module 5: Power Functions for Data Analytics
5.10
Module 5 Power Functions for Data Analytics (Assignment Questions)
1 Week
5.11
Module 6: Data Visualization Techniques
5.12
Module 6 Data Visualization Techniques (Assignment Questions)
1 Week
5.13
Module 7: Macros and Automation
5.14
Module 7 Macros and Automation (Assignment questions)
1 Week
5.15
Module 8: What-If Analysis Tools
5.16
Module 8 What-If Analysis Tools (Assignment Questions)
1 Week
5.17
Module 9: New Features and Enhancements in Excel
5.18
Module 9 New Features and Enhancements in Excel (Assignment Questions)
1 Week
5.19
Advance Excel Quizzes
1 Week
50 Questions
VBA (Visual Basic for Applications)
17
6.1
Module 1: Introduction to VBA
6.2
Module 1 Introduction to VBA (Assignment Questions)
1 Week
6.3
Module 2: Automating Data Tasks with Macros
6.4
Module 2 Automating Data Tasks with Macros (Assignment Questions)
1 Day
6.5
Module 3: Fundamental VBA Programming Concepts
6.6
Module 3 Fundamental VBA Programming Concepts (Assignment Questions)
1 Day
6.7
Module 4: Working with Excel Objects
6.8
Module 4 Working with Excel Objects (Assignment Questions)
1 Day
6.9
Module 5: Data Cleaning and Transformation
6.10
Module 5 Data Cleaning and Transformation (Assignment Questions)
1 Week
6.11
Module 6: Advanced Data Manipulation Techniques
6.12
Module 6 Advanced Data Manipulation Techniques (Assignment Questions)
1 Week
6.13
Module 7: User-Defined Functions (UDFs) for Data Analysis
6.14
Module 7 User-Defined Functions (UDFs) for Data Analysis (Assignment Questions)
1 Week
6.15
Module 8: Data Visualization and Reporting
6.16
Module 8 Data Visualization and Reporting (Assignment Questions)
1 Week
6.17
VBA (Visual Basic for Applications) Quizzes
1 Hour
50 Questions
Tableau
14
7.1
Module 1: Tableau Overview
7.2
Module 1 Tableau Overview (Assignment Questions)
1 Week
7.3
Module 2: Data Sources
7.4
Module 2 Data Sources (Assignment Questions)
1 Week
7.5
Module 3: Worksheets
7.6
Module 3 Worksheets (Assignment Questions)
1 Week
7.7
Module 4: Calculations
7.8
Module 4 Calculations (Assignment Questions)
1 Week
7.9
Module 5: Sorting & Filtering
7.10
Module 5 Sorting & Filtering (Assignment Questions)
1 Week
7.11
Module 6: Data Visualization
7.12
Module 6 Data Visualization (Assignment Questions)
1 Week
7.13
Module 7: Projects
7.14
Tableau Quizzes
1 Hour
50 Questions
Power BI
11
8.1
Module 1: Introduction to Power BI
8.2
Module 1 Introduction to Power BI (Assignment Questions)
1 Week
8.3
Module 2: Data Visualization
8.4
Module 2 Data Visualization (Assignment Questions)
1 Week
8.5
Module 3: Power BI Service, Publishing & Sharing
8.6
Module 3 Power BI Service, Publishing & Sharing (Assignment Questions)
1 Week
8.7
Module 4: Data Transformation
8.8
Module 4 Data Transformation (Assignment Questions)
1 Day
8.9
Module 5: Data Modeling & DAX
8.10
Module 5 Data Modeling & DAX (Assignment Questions)
1 Week
8.11
Power BI Quizzes
1 Hour
50 Questions
Final Exam
2
9.1
Data Analytics Final Quizzes
1 Hour
50 Questions
9.2
Data Analytics Final Test
3 Hours
Data Analytics Using Python
Search
This content is protected, please
login
and enroll in the course to view this content!
Home
Courses
Search
Search
Account
Login with your site account
Lost your password?
Remember Me
Not a member yet?
Register now
Register a new account
Want to become an instructor?
Are you a member?
Login now
Modal title
Main Content