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Data Analytics: Beginner to Expert

Instructor led best course to learn Data analytics from beginning to expert level. It includes ETL, statistical analysis, data visualization, SQL and many more.

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4.7

Rating

25 Hrs

Duration

Beginner

Level

20

Assignments

What you'll learn

Learn how to apply data analytics and statistical analysis in business inteligence dashboard.
Will get real case studies on sales analysis and dashboard preparation.
Also, basic overview on Python and SQL programming and its use in data analysis, visualization.

Who should take this course

This course is a starter course and anyone can take the course.
Also, anyone working in Marketing, sales or any business operation.
Anyone who wants to make career in Data analysis and BI reporting.

Skills you'll gain

Data analysis
Data visualization
Descriptive statistics
Inferential statistics
Statistical modeling
ETL pipeline
Dashboard
Python streamlit
Basic SQL programming
Basic Python programming

Course contents

How to use excel to perform data tasks
Assignments

Sampling types
Central tendency
Measure of spread and position
Skewness
Probability
Case study: KPI reports

Simple to advance data visualization techniques
Case study on data story telling

Sampling
Confidence Interval
Hypothesis testing
Comparison test
Correlation test
Case study: Does a Job-Training Program Increase Wages

Understand data
Data cleaning
Identify patterns and relationships
Spot anomalies
Case study: On customer purchase data by retail company

Introduction to SQL and RDMS
Data extraction using excel
Data manipulation
How to export data from sql database
Assignments

Introduction to python
Python's data structure
Conditional statement and loops
How to use python for statistical analysis
How to use python for data visualization
Assignments

How to extract data from csv, text, excel, pdf, word and Json files using python
How to connect to RDMS and extract data in real time using python

Difference between report and dashboards
How to create dashboard in excel
How to create dashboard in python
Case study: Sales and financial dashboard of online seller

What is a data pileline
How to create a data pipeline in python
Case study: Creating a real time dashboard for stock market analysis

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