تصميم
Master data visualization, statistical analysis, and tools like Excel, SQL, and Python to turn raw data into actionable insights.
Objective: Understand the role of data analysis in business and tech.
Topics Covered:
What is data analysis?
Types of data analysts
Real-world applications
Outcome: Clear understanding of the data analysis landscape and career paths.
Objective: Learn how to manipulate and analyze data using Excel.
Topics Covered:
Functions & formulas
Pivot tables
Data cleaning techniques
Outcome: Ability to perform basic analysis and reporting in Excel.
Objective: Build a foundation in statistical thinking.
Topics Covered:
Descriptive vs. inferential statistics
Probability distributions
Hypothesis testing
Outcome: Use statistics to draw meaningful conclusions from data.
Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases. Objective: Learn to query databases and retrieve structured data.
Topics Covered:
SELECT, JOIN, GROUP BY
Filtering and sorting
Subqueries and views
Outcome: Ability to extract and manipulate data from relational databases.
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