Edoxi’s 40-hour KHDA-approved Deep Learning course in Dubai equips data scientists, developers, and AI enthusiasts with strong expertise in neural network architectures. It builds practical skills to create and deploy real-world deep learning models used across Dubai’s growing tech sector. The course is available in classroom, online, and corporate formats for learners aiming to develop advanced AI systems for image, text, and predictive analytics.
The Deep Learning course curriculum covers core deep learning foundations, including neural network principles, various architectures like CNN, RNN, and ANN, and advanced techniques such as optimisation and regularisation. Through extensive hands-on labs with TensorFlow and PyTorch, learners gain practical experience in developing image classification, object detection, and sequence modelling applications. The Deep Learning training concludes in a capstone project that applies these skills to real-world data.
Upon completing our Deep Learning course, you can earn an Edoxi Course Completion Certificate that validates your expertise in deep learning. You also gain the skills required for Dubai’s high-demand job roles, such as Deep Learning Engineer, Computer Vision Engineer, and AI Researcher.
Enrol now to advance your career in Dubai and make an impact in the field of Artificial Intelligence.
Access comprehensive lab environments for building neural networks and implementing deep learning models with industry-standard frameworks.
Develop a professional portfolio through hands-on projects spanning image classification, sentiment analysis, and predictive modelling for real-world applications.
Participate in instructor-led coding sessions with real-time error debugging and architecture design discussions to reinforce learning concepts.
Engage in collaborative hyperparameter optimisation challenges that simulate real-world model performance improvement scenarios.
Learn to leverage transfer learning with pre-trained architectures like ResNet and BERT for efficient model development and deployment.
Build neural networks from scratch and develop complete machine learning pipelines from data preparation to model deployment.
Professionals with data analysis experience seeking to advance into neural network implementation.
Engineers wanting to enhance capabilities with deep learning architectures and optimisation strategies.
Python programmers interested in integrating AI capabilities into applications or specialised roles.
Academic or industry researchers implementing cutting-edge neural network architectures and techniques.
Decision-makers require a comprehensive understanding of deep learning for organisational implementation.
Professionals aiming to leverage deep learning for intelligent process optimisation systems.
Our Deep Learning Course in Dubai offers hands-on labs and projects to build neural networks and solve real-world AI problems using TensorFlow and PyTorch, including:
Configure Google Colab with TensorFlow or PyTorch to establish your professional deep learning workspace.
Build a 2-layer neural network without high-level libraries to understand fundamental architecture components.
Apply dropout and L2 regularisation on the CIFAR-10 dataset to improve model performance and prevent overfitting.
Develop a CNN from scratch to classify images while understanding filter operations and feature extraction.
Create an LSTM model to predict stock price sequences using time-series data and recurrent architectures.
Build and present a full deep learning solution using real-world data in Vision, NLP, or Time Series domains.
Our Deep Learning Training Course in Dubai provides comprehensive outcomes and opens up numerous career opportunities, including:
Get expert assistance in getting you Deep Learning Course customised!
Here’s a four-step guide to becoming a certified Deep Learning professional.
Join Edoxi’s Deep Learning Course
Among many options available in Dubai, Edoxi is one of the best choices. Here’s why Edoxi’s Deep Learning training in Dubai is the perfect fit for your needs:
As a KHDA-approved training provider, our deep learning course meets Dubai's stringent educational standards. This ensures high-quality instruction that adheres to recognised benchmarks.
Our instructors have implemented neural network solutions across multinational corporations throughout Dubai, bringing real-world expertise directly to students.
Edoxi offers comprehensive progression from foundation to advanced level courses in data science and analytics, providing a complete educational journey for AI professionals.
We deliver customised deep learning programs to technology companies, financial institutions and government entities across the Middle East, adapting to organisational requirements.
Our limited class sizes ensure personalised guidance with detailed feedback on your neural network implementations and AI project development throughout the course.
Edoxi operates across London, the UAE, Qatar and Kuwait, enriching our curriculum with international perspectives while maintaining relevance to local markets.
Our mentors are leaders and experts in their fields. They can challenge and guide you on your road to success!
Shahista Tabassum
Shahista Tabassum is an experienced Data Analyst with over 14 years of combined industry and training experience. She has successfully trained more than 2000 students in data analytics, Python programming, and data visualisation. Her career spans hands-on experience in multinational corporations, followed by 10 years of dedicated training, complemented by an M.E. in Web Technologies that strengthens her technical foundation. This dual perspective enables her to deliver real-world context alongside theoretical knowledge in Python programming, data science, statistical analysis, machine learning, and database management.
Shahista's project-based teaching methodology draws directly from her MNC experience, incorporating actual business scenarios and industry challenges into the classroom. Her approach emphasises practical application and data storytelling techniques used in corporate boardrooms, ensuring students learn not just technical skills but also how to communicate insights effectively to stakeholders. Through clear explanations and real-world case studies from her corporate tenure, she guides learners in building portfolio-worthy projects that demonstrate genuine business value, preparing them to contribute immediately in professional settings.
Yes, you will develop the skills to build end-to-end deep learning systems for image classification, natural language processing, and predictive analytics. The Deep Learning course includes multiple real-world projects that form a professional portfolio demonstrating your implementation capabilities.
Completing the Deep Learning training in Dubai, you can pursue roles such as Deep Learning Engineer, AI Developer, Computer Vision Engineer, or NLP Specialist. These positions are highly sought after across the UAE’s industries, including technology, healthcare, and finance.
Professionals completing this Deep Learning course can expect starting salaries ranging from 12,000 to 25,000 AED per month in the UAE, depending on experience, specialisation, and the hiring organisation.
You will complete a capstone project involving a full deep learning pipeline using real-world data in Vision, NLP, or Time Series, including data preprocessing, model training, evaluation, and presentation.
You will work extensively with TensorFlow and PyTorch, the industry's leading deep learning frameworks. Additional tools include Jupyter Notebooks, Google Colab, NumPy, Pandas, and specialised libraries like Hugging Face Transformers for NLP applications.
