Curriculum
12 Sections
92 Lessons
52 Weeks
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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
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
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 Data
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)
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
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
1 Hour
50 Questions
MACHINE LEARNING
23
5.1
Module 1: Introduction to Machine Learning
5.2
Module 1 Introduction to Machine Learning (Assignment Questions)
1 Week
5.3
Module 2: Supervised Learning
5.4
Module 2 Supervised Learning (Assignment Questions)
1 Week
5.5
Module 3: Unsupervised Learning
5.6
Module 3 Unsupervised Learning (Assignment Questions)
1 Week
5.7
Module 4: Support Vector Machines (SVM)
5.8
Module 4 Support Vector Machines (SVM) (Assignment Questions)
1 Week
5.9
Module 5: Decision Tree Classification
5.10
Module 5 Decision Tree Classification (Assignment Questions)
1 Week
5.11
Module 6: Ensemble Learning
5.12
Module 6 Ensemble Learning (Assignment Questions)
1 Week
5.13
Module 7: Model Selection Techniques
5.14
Module 7 Model Selection Techniques (Assignment Questions)
1 Week
5.15
Module 8: Recommendation Systems
5.16
Module 8 Recommendation Systems (Assignment Questions)
1 Week
5.17
Module 9: Text Analysis
5.18
Module 9 Text Analysis (Assignment Questions)
1 Week
5.19
Module 10: Dimensionality Reduction
5.20
Module 10 Dimensionality Reduction (Assignment Questions)
1 Week
5.21
Module 11: OpenCV
5.22
Module 11 OpenCV (Assignment Questions)
1 Week
5.23
MACHINE LEARNING
1 Hour
50 Questions
Deep Learning & Neural Networks
27
6.1
Module 1: Introduction to Artificial Neural Networks
6.2
Module 1 Introduction to Artificial Neural Networks (Assignment Questions)
1 Week
6.3
Module 2: Introduction to Deep Learning
6.4
Module 2 Introduction to Deep Learning (Assignment Questions)
1 Week
6.5
Module 3: TensorFlow Basics
6.6
Module 3 TensorFlow Basics (Assignment Questions)
1 Week
6.7
Module 4: Optimizers
6.8
Module 4 Optimizers (Assignment Questions)
1 Week
6.9
Module 5: Activation Functions
6.10
Module 5 Activation Functions (Assignment Questions)
1 Week
6.11
Module 6: Building Artificial Neural Networks
6.12
Module 6 Building Artificial Neural Networks (Assignment Questions)
1 Week
6.13
Module 7: Modern Deep Learning Optimizers and Regularization
6.14
Module 7 Modern Deep Learning Optimizers and Regularization (Assignment Questions)
1 Week
6.15
Module 8: Building Deep Neural Networks Using Keras
6.16
Module 8 Building Deep Neural Networks Using Keras (Assignment Questions)
1 Week
6.17
Module 9: Convolutional Neural Networks (CNNs)
6.18
Module 9 Convolutional Neural Networks (CNNs) (Assignment Questions)
1 Week
6.19
Module 10: Word Embedding
6.20
Module 10 Word Embedding (Assignment Questions)
1 Week
6.21
Module 11: Recurrent Neural Networks (RNNs)
6.22
Module 11 Recurrent Neural Networks (RNNs) (Assignment Questions)
1 Week
6.23
Module 12: Generative Adversarial Networks (GANs)
6.24
Module 12 Generative Adversarial Networks (GANs) (Assignment Questions)
1 Week
6.25
Module 13: Speech Recognition APIs
6.26
Module 13 Speech Recognition APIs (Assignment Questions)
1 Week
6.27
Deep Learning & Neural Networks
1 Hour
50 Questions
Capstone Project
1
7.1
Choose (Any 2)
ADVANCE EXCEL
19
8.1
Module 1: Excel Basics and Customization
8.2
Module 1 Excel Basics and Customization (Assignment Questions)
1 Week
8.3
Module 2: Advanced Functions and Formulas
8.4
Module 2 Advanced Functions and Formulas (Assignment Questions)
1 Week
8.5
Module 3: Data Validation Techniques
8.6
Module 3 Data Validation Techniques (Assignment Questions)
1 Week
8.7
Module 4: Data Organization and Analysis
8.8
Module 4 Data Organization and Analysis (Assignment Questions)
1 Week
8.9
Module 5: Power Functions for Data Analytics
8.10
Module 5 Power Functions for Data Analytics (Assignment Questions)
1 Week
8.11
Module 6: Data Visualization Techniques
8.12
Module 6 Data Visualization Techniques (Assignment Questions)
1 Week
8.13
Module 7: Macros and Automation
8.14
Module 7 Macros and Automation (Assignment questions)
1 Week
8.15
Module 8: What-If Analysis Tools
8.16
Module 8 What-If Analysis Tools (Assignment Questions)
1 Week
8.17
Module 9: New Features and Enhancements in Excel
8.18
Module 9 New Features and Enhancements in Excel (Assignment Questions)
1 Week
8.19
ADVANCE EXCEL
1 Week
50 Questions
VBA (Visual Basic for Applications)
17
9.1
Module 1: Introduction to VBA
9.2
Module 1 Introduction to VBA (Assignment Questions)
1 Week
9.3
Module 2: Automating Data Tasks with Macros
9.4
Module 2 Automating Data Tasks with Macros (Assignment Questions)
1 Day
9.5
Module 3: Fundamental VBA Programming Concepts
9.6
Module 3 Fundamental VBA Programming Concepts (Assignment Questions)
1 Day
9.7
Module 4: Working with Excel Objects
9.8
Module 4 Working with Excel Objects (Assignment Questions)
1 Day
9.9
Module 5: Data Cleaning and Transformation
9.10
Module 5 Data Cleaning and Transformation (Assignment Questions)
1 Week
9.11
Module 6: Advanced Data Manipulation Techniques
9.12
Module 6 Advanced Data Manipulation Techniques (Assignment Questions)
1 Week
9.13
Module 7: User-Defined Functions (UDFs) for Data Analysis
9.14
Module 7 User-Defined Functions (UDFs) for Data Analysis (Assignment Questions)
1 Week
9.15
Module 8: Data Visualization and Reporting
9.16
Module 8 Data Visualization and Reporting (Assignment Questions)
1 Week
9.17
VBA (Visual Basic for Applications)
1 Hour
50 Questions
Tableau
14
10.1
Module 1: Tableau Overview
10.2
Module 1 Tableau Overview (Assignment Questions)
1 Week
10.3
Module 2: Data Sources
10.4
Module 2 Data Sources (Assignment Questions)
1 Week
10.5
Module 3: Worksheets
10.6
Module 3 Worksheets (Assignment Questions)
1 Week
10.7
Module 4: Calculations
10.8
Module 4 Calculations (Assignment Questions)
1 Week
10.9
Module 5: Sorting & Filtering
10.10
Module 5 Sorting & Filtering (Assignment Questions)
1 Week
10.11
Module 6: Data Visualization
10.12
Module 6 Data Visualization (Assignment Questions)
1 Week
10.13
Module 7: Projects
10.14
Tableau
1 Hour
50 Questions
Power BI
11
11.1
Module 1: Introduction to Power BI
11.2
Module 1 Introduction to Power BI (Assignment Questions)
1 Week
11.3
Module 2: Data Visualization
11.4
Module 2 Data Visualization (Assignment Questions)
1 Week
11.5
Module 3: Power BI Service, Publishing & Sharing
11.6
Module 3 Power BI Service, Publishing & Sharing (Assignment Questions)
1 Week
11.7
Module 4: Data Transformation
11.8
Module 4 Data Transformation (Assignment Questions)
1 Day
11.9
Module 5: Data Modeling & DAX
11.10
Module 5 Data Modeling & DAX (Assignment Questions)
1 Week
11.11
Power BI
1 Hour
50 Questions
Final Exam
2
12.1
Data Science Using Python(Final Quiz)
1 Hour
50 Questions
12.2
Data Science Final Test
3 Hours
Data Science Using Python
Search
Module 1: Tableau Overview
Topics:
Introduction to Tableau
Environment Setup
Getting Started with Tableau
Navigation and Design Flow
Understanding File Types and Data Types
Utilizing “Show Me” Feature
Data Terminology in Tableau
Modal title
Main Content