Professional skills
Data Science and Machine Learning Bootcamp in Muscat
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Comprehensive data science training
THE BIG PICTURE
About this course
Complete data science bootcamp covering Python, statistics, machine learning, deep learning, and data visualization. Hands-on projects with real datasets. Learn pandas, scikit-learn, TensorFlow, and more.
What you’ll learn
- Explain problem framing and analytical questions in a practical work context.
- Make informed choices about python and reproducible notebooks.
- Recognize common pitfalls in data cleaning and exploratory analysis.
- Connect statistics and experimental thinking to a practical action plan.
- Build confidence in feature preparation and leakage prevention.
A CLEAR PATH FORWARD
Recommended learning plan
Learn through a practical data or AI use case, with focused discussions, practical exercises and work you can take away.
- Learning route
- 10 recommended days
- Practical work
- 10 guided activities
- Finish with
- A practical review
Take a look at each day. Open a section to see the topics and practical work.
Day 1Problem framing and analytical questions
What we’ll cover
- Problem framing
- Analytical questions
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 2Python and reproducible notebooks
What we’ll cover
- Python
- Reproducible notebooks
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 3Data cleaning and exploratory analysis
What we’ll cover
- Data cleaning
- Exploratory analysis
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 4Statistics and experimental thinking
What we’ll cover
- Statistics
- Experimental thinking
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 5Feature preparation and leakage prevention
What we’ll cover
- Feature preparation
- Leakage prevention
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
Day 6Supervised learning
What we’ll cover
- Supervised learning
Put it into practice
Review a workplace case and draft a fair, evidence-based response with clear ownership and follow-up.
You’ll take away
A people-practice action plan
Day 7Model evaluation and tuning
What we’ll cover
- Model evaluation
- Tuning
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 8Unsupervised learning
What we’ll cover
- Unsupervised learning
Put it into practice
Review a workplace case and draft a fair, evidence-based response with clear ownership and follow-up.
You’ll take away
A people-practice action plan
Day 9Responsible deployment and monitoring
What we’ll cover
- Responsible deployment
- Monitoring
Put it into practice
Review a realistic dilemma and identify what can be used, what needs permission and where human review is essential.
You’ll take away
A decision log with clear safeguards
Day 10Capstone presentation and model review
What we’ll cover
- Capstone presentation
- Model review
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
Bring it all together
Present the result alongside your evaluation, limitations and next steps.
Fees
| Delivery format | Fee per learner | Exam fee |
|---|---|---|
| Live online | $1,099 USD | Not included |
| Classroom | $2,100 USD | Not included |
Awarding-body exam and certification fees are not included in the training fee. Confirm the current fee, any applicable tax and what the fee covers in writing before you pay.
Prerequisites
- Bring a laptop. Coding-focused courses use Python; business-focused courses work with examples and decision tools.
FIND YOUR START
Confirmed batch starts
Choose a published start, then review your offer in the same enrollment flow. A start date is not the full timetable or a seat reservation.
Choose your country & monthStarts
- Training location
- Muscat, Oman
- Local timezone
- Asia/Muscat
Venue and full session timetable to be supplied.
Starts
- Training location
- Muscat, Oman
- Local timezone
- Asia/Muscat
Joining details and full session timetable to be supplied.
Starts
- Training location
- Muscat, Oman
- Local timezone
- Asia/Muscat
Joining details and full session timetable to be supplied.
Starts
- Training location
- Muscat, Oman
- Local timezone
- Asia/Muscat
Venue and full session timetable to be supplied.
Starts
- Training location
- Muscat, Oman
- Local timezone
- Asia/Muscat
Venue and full session timetable to be supplied.
Starts
- Training location
- Muscat, Oman
- Local timezone
- Asia/Muscat
Joining details and full session timetable to be supplied.
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.
Is the exam fee included in the course price?
For most certification courses, the exam fee is included in the course price. However, some advanced certifications may require a separate exam fee. Please check the course details for specific information.
What is your cancellation policy?
You can cancel or reschedule your enrollment up to 14 days before the course start date for a full refund. Cancellations within 14 days are subject to a 25% cancellation fee.
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 [email protected] for a customized quote for 3 or more participants.
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