SoftPro9 runs Machine Learning Engineering training as live online batches, with a centre in Bank Street Building on Khalid Bin Al Waleed Road, near BurJuman Metro where you can meet a counsellor and enrol.
Last updated: 28 October 2026
Dubai's airlines, retailers and banks use ML for demand forecasting, pricing and fraud, and the free zones host growing ML teams. The course is split into three levels. You can join at the level that matches your experience after a short assessment at counselling.
Dubai practice: 5% UAE VAT in invoice and sales datasets.
Dubai practice: Arabic text and right-to-left (RTL) layouts in web and NLP exercises.
Dubai practice: Sunday–Thursday vs Monday–Friday working weeks in time-based analysis.
Freshers usually start in junior or support versions of these roles.
Machine Learning Engineering – full course details and fee →
Every tool below is used hands-on in class or in a project, not just mentioned on a slide.
A credit-risk model with tuned gradient boosting, SHAP explanations and a fairness check
A product recommender system evaluated against a popularity baseline
An image classifier fine-tuned from a pretrained CNN
A capstone model served through a FastAPI endpoint in Docker, with MLflow tracking and drift monitoring
Dubai project: An airline-style demand forecasting model for Dubai routes by season, using data and conventions from the UAE.
New batches start every Monday and Thursday, with no more than 15 learners in each. Weekday class slots in GST (UAE): 8:30 AM / 7:30 PM / 10 PM. Weekend slots: 9 AM / 9 PM.
Evening UAE-time slots fit office hours; weekend batches work for both Saturday–Sunday and Friday–Saturday weekends.
| Start date | Course | Mode | Batch size |
|---|---|---|---|
| Thu, 29 Oct 2026 | Machine Learning (all levels) | Live online | Up to 15 |
| Mon, 2 Nov 2026 | Machine Learning (all levels) | Live online | Up to 15 |
| Thu, 5 Nov 2026 | Machine Learning (all levels) | Live online | Up to 15 |
| Mon, 9 Nov 2026 | Machine Learning (all levels) | Live online | Up to 15 |
Message us with the start date and slot you want, and we will confirm your seat.
Machine learning is the part of AI where software learns patterns from data instead of following hand-written rules. A trained model can score a loan application, recommend a product, flag a faulty part or forecast demand, and it improves as it sees more data.
This course goes deeper into the engineering side than a general data science course: how algorithms work under the hood, how to tune and validate them properly, and how to ship, monitor and retrain models in production with MLOps tools such as MLflow, DVC, Docker and cloud ML platforms.
Dubai is the commercial hub of the Gulf: trading and re-export companies, airlines and logistics, real estate, retail, banking and a fast-growing technology and AI sector in Dubai Internet City, Dubai Silicon Oasis and DIFC. Government digital programmes have also pushed demand for developers and data professionals.
Free-zone technology companies
Trading, logistics and aviation
Real estate and retail
Banking and government
Generic courses use generic datasets, and interviewers notice. Our exercises include:
| Your background | Start with | Why |
|---|---|---|
| Software developer | Full course | Your engineering habits are what MLOps needs |
| Data analyst with Python | Algorithms, then MLOps | Move from reporting to models that run in production |
| Engineering / maths graduate | Full course | The maths module will be a quick refresher |
| New to programming | Python first | ML assumes you are comfortable writing Python |
| Mainly interested in ChatGPT-style apps | Artificial Intelligence course | That course focuses on LLMs, RAG and agents |
Common pairings: Machine Learning + Python (if you are new to coding), Machine Learning + Artificial Intelligence (for generative AI roles), and Machine Learning + DevOps (for MLOps-heavy roles). Learn one course well before adding a second.
Master the maths and ml foundations before moving on.
Build and publish your projects, including the Dubai capstone.
Apply for entry roles such as machine-learning engineer or ml / mlops engineer with employers like the free-zone technology companies above.
Honest note: freshers usually start in junior or trainee roles, and salaries in Dubai vary too widely for a headline figure. Ask us which openings we are seeing.
There is no single official machine-learning certification. Cloud vendors run optional exams such as AWS Certified Machine Learning Engineer – Associate, Google Cloud Professional Machine Learning Engineer and Microsoft Azure Data Scientist Associate (DP-100); they are paid directly to the vendor and are not part of our fee. SoftPro9 issues a course completion certificate. Employers mainly judge ML candidates on deployed projects and how well they explain their modelling choices.
A 2026 syllabus: look for Docker, Kubernetes (intro), AWS SageMaker, Google Vertex AI, not only the basics.
Projects on your own accounts, a trainer you can meet first, and a published fee with nothing hidden.
No "global certification" or "100% placement" claims: vendors run their own exams, and nobody can promise a job.
Counselling centre in Dubai
Live, with recordings and reviews
Interview preparation
| Area | Where | Most learners choose |
|---|---|---|
| Bur Dubai, Karama, Deira | Near the centre | Live online; visit for counselling |
| Business Bay, Downtown, DIFC | Central Dubai | Live online, evening slots after work |
| Dubai Marina, JLT, Internet City | New Dubai | Live online |
| Silicon Oasis, Al Qusais, International City | East Dubai | Live online, weekend batches |
Classes are live online in UAE time; the BurJuman centre is for counselling, enrolment and support by appointment.
SoftPro9 IT Services – Dubai
The Business Center, Office 202, Bank Street Building, Khalid Bin Al Waleed Road, Dubai
Phone: +91 95354 51414
Bank Street Building is on Khalid Bin Al Waleed Road in Bur Dubai, a short walk from BurJuman Metro station, where the Red and Green lines meet.
Visit by appointment – message us on WhatsApp to book a counselling slot
The current training fee is listed on the Machine Learning Engineering course page: /course/machine-learning-ml-training-course. It covers live classes, the practice environment, projects and interview preparation. Any cloud ML certification exam is optional, not included, and paid directly to the exam provider.
Data Science covers the whole workflow from analysis to modelling and communication. Machine Learning goes deeper into algorithms, tuning and putting models into production with MLOps.
School-level maths is enough to start. We teach the linear algebra, calculus and probability that ML relies on, with code and intuition rather than proofs.
Yes. You track experiments with MLflow, version data with DVC, serve models with FastAPI and Docker, and monitor drift.
No. Deep-learning exercises run in GPU-enabled cloud notebooks we provide.
Yes. Slots are set in GST (UAE time), including evening and weekend options for people working full time.
Yes. Book a counselling slot at our centre in Bank Street Building, near BurJuman Metro, through WhatsApp.
New Machine Learning batches start every Monday and Thursday. See the batch table on this page for the next dates and GST (UAE) class slots.
No. We provide interview preparation, resume help and referrals to openings we hear about in Dubai, but no institute can honestly guarantee a job.
Tell us your degree, your current job (if any) and where in Dubai you are. We will suggest a track and a batch that fits.
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