Data Analytics

Data science

Last Update: Sep 26, 2025

Free
40 Lesson

About Course

Data Analytics is the process of analyzing raw data to extract meaningful insights and make informed decisions. This course is designed for individuals who want to master data analysis techniques, tools, and methodologies to solve real-world business problems.

Course Content

What is Data Analytics?

Descriptive Analytics
Diagnostic Analytics
Predictive Analytics
Prescriptive Analytics

The Data Analytics Process

Key Tools & Technologies in Data Analytics

Power BI Topics

SQL Topics

Introduction to SQL
SQL Database Concepts
Data Types in SQL
SQL Commands
SQL Joins
SQL Constraints
SQL Indexing
SQL Views
SQL Stored Procedures
SQL Functions
SQL Triggers
Subqueries in SQL
Window Functions in SQL
Common Table Expressions (CTE)
SQL Performance Optimization
Normalization & Denormalization in SQL
Working with JSON & XML in SQL
Advanced SQL Queries
SQL for Data Analysis

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Data Analytics Transorze Academy > Courses > Data science > Data Analytics

Data Analytics

About Course

Course Content

What is Data Analytics?

Descriptive Analytics

Diagnostic Analytics

Predictive Analytics

Prescriptive Analytics

The Data Analytics Process

Data Collection

Data Cleaning & Preprocessing

Exploratory Data Analysis (EDA)

Data Visualization

Statistical Analysis & Hypothesis Testing

Predictive Modeling & Machine Learning (Optional)

Reporting & Dashboard Creation

Key Tools & Technologies in Data Analytics

Programming & Data Manipulation Tools

Business Intelligence (BI) Tools

Data Storage & Processing

Power BI Topics

Introduction to Power BI

Data Modeling in Power BI

Creating Interactive Dashboards

DAX (Data Analysis Expressions)

Power Query for Data Transformation

Power BI Service and Collaboration

Advanced Visualizations in Power BI

SQL Topics

Introduction to SQL

SQL Database Concepts

Data Types in SQL

SQL Commands

SQL Joins

SQL Constraints

SQL Indexing

SQL Views

SQL Stored Procedures

SQL Functions

SQL Triggers

Subqueries in SQL

Window Functions in SQL

Common Table Expressions (CTE)

SQL Performance Optimization

Normalization & Denormalization in SQL

Working with JSON & XML in SQL

Advanced SQL Queries

SQL for Data Analysis

Student Ratings & Reviews

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