Professional skills

Python for Data Analysis

Python programming for data professionals

24 hours Beginner Data Science & AI

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THE BIG PICTURE

About this course

Master Python for data analysis with pandas, NumPy, and matplotlib. Learn data cleaning, manipulation, visualization, and statistical analysis. Perfect preparation for data science roles.

What you’ll learn

Explain python notebooks and data structures in a practical work context.
Make informed choices about data cleaning with pandas.
Recognize common pitfalls in analysis, grouping and visualization.
Connect reproducible reporting and a data case to a practical action plan.

A CLEAR PATH FORWARD

Recommended learning plan

3-day learning plan

Learn through a practical data or AI use case, with focused discussions, practical exercises and work you can take away.

Learning route: 3 recommended days
Practical work: 3 guided activities
Finish with: A practical review

Take a look at each day. Open a section to see the topics and practical work.

Day 1Python notebooks and data structures

What we’ll cover

Python notebooks
Data structures

Put it into practice

Build a small example, test the happy path and investigate one deliberately introduced failure.

You’ll take away
A working example with test notes

Day 2Data cleaning with pandas

What we’ll cover

Data cleaning with pandas

Put it into practice

Work through a sample dataset or model, challenge its assumptions and explain what the results do and do not show.

You’ll take away
An analysis with assumptions and quality checks

Day 3Analysis, grouping and visualization

What we’ll cover

Analysis
Grouping
Visualization
Reproducible reporting
A data case

Put it into practice

Use a practical data or AI use case to work through the options, explain your reasoning and compare approaches with the group.

You’ll take away
A practical worksheet and next-step checklist

Bring it all together

Present the result alongside your evaluation, limitations and next steps.

Prerequisites

Bring a laptop. Coding-focused courses use Python; business-focused courses work with examples and decision tools.

Confirmed batch starts

Dates confirmed by MindClick. These are start dates, not full course timetables. Session hours, duration, fees, instructors, language, seats and classroom venues are not yet specified.

Choose your country & month Enrollment & payment

Confirmed by MindClick · MC-1655

Starts 2026-10-18

Classroom · Manama, Bahrain · weekday start

Local date · Asia/Bahrain

Venue to be confirmed

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Confirmed by MindClick · MC-1665

Starts 2026-10-18

Classroom · Cairo, Egypt · weekday start

Local date · Africa/Cairo

Venue to be confirmed

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Confirmed by MindClick · MC-1678

Starts 2026-10-18

Classroom · Kuwait City, Kuwait · weekday start

Local date · Asia/Kuwait

Venue to be confirmed

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Confirmed by MindClick · MC-1686

Starts 2026-10-18

Classroom · Muscat, Oman · weekday start

Local date · Asia/Muscat

Venue to be confirmed

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Confirmed by MindClick · MC-1692

Starts 2026-10-18

Classroom · Doha, Qatar · weekday start

Local date · Asia/Qatar

Venue to be confirmed

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Confirmed by MindClick · MC-1693

Starts 2026-10-18

Classroom · Riyadh, Saudi Arabia · weekday start

Local date · Asia/Riyadh

Venue to be confirmed

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Frequently asked questions

Will I have access to the instructor after the course?

Yes, you will have access to instructor support via email for 30 days after course completion to help with any questions or clarifications.

What are the prerequisites for this course?

Prerequisites vary by course level. Generally, foundational courses have no prerequisites, while advanced courses may require prior experience or completion of prerequisite certifications. Check the course details for specific requirements.

Is course material included?

Yes, all students receive comprehensive course materials including study guides, practice exams, templates, and access to our online learning portal for 1 year after course completion.

Do you offer group discounts?

Yes, we offer special discounts for corporate groups. Contact our team at corporate@mindclick.com for a customized quote for 3 or more participants.

What is the format of this training?

We offer both online and in-person training options. Online sessions are conducted via Zoom with interactive features, while in-person classes are held at our training centers across the Middle East.

Will I receive a certificate?

Yes, upon successful completion of the course, you will receive a certificate of completion. For certification courses, you will also be eligible to take the official certification exam.