Artificial Intelligence Course in Dubai

Master Python & Machine Learning techniques

KHDA accredited training program

24 hours of immersive training by industry experts

Hands-on 6 industry-tailored modules

Flexible learning options

Work on real-world AI projects and case studies

Easy payment options available

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5012 Enrolled

Overview

What our training includes:

Master machine learning algorithms and applications in AI
Explore deep learning and neural network architectures
Use real-world use cases to understand AI technologies
Master Python, Pandas, NumPy and several tools
Acquire knowledge in data selection and AI-powered business solutions

Learning Objectives

Upon course completion, you will be able to:

Gain a deep understanding of AI principles & its practical applications

Master Machine Learning essentials

Learn the basic concepts of Python and data handling

Explore core concepts and build neural networks

Develop mathematical foundations for deep learning

Grasp core concepts of activation functions

Ready to get started?

Overall ratings by our students

Upcoming sessions

Our Trainer

Learners Point has a reputation for high-quality training that makes a difference in people's lives. We undertake a practical and innovative approach to working closely with businesses to improve their workforce. Our expertise is wide-ranging with ample support from our expert trainers who are globally recognized and hold a diverse set of experiences in their field of expertise. We are proud of our instructors who take ownership of our distinctive and comprehensive training methodologies, help our students imbibe those with ease, and accomplish gracefully.

We at Learners Point believe in encouraging our students to embark upon a journey of lifelong learning and self-development, with the aid of our comprehensive and distinctive courses tailored to current market trends. The manifestation of our career-oriented approach is what we assure through a pleasant professional enriched environment with cutting-edge technology, and an outstanding while highly acknowledged training staff that uses up-to-date methodologies and quality course material. With our aim to mold professionals to be future leaders, our industry expert trainers provide the best in town mentorship to our students while endowing them with the thirst for knowledge and inspiring them to strive for professional and human excellence.

KHDA Certificate

Earn a KHDA attested Course Certificate. The Knowledge and Human Development Authority (KHDA) is the educational quality assurance and regulatory authority of the Government of Dubai, United Arab Emirates.

Learners Point Certificate

Earn a Course Completion Certificate, an official Learners Point credential that confirms that you have successfully completed a course with us.

Related courses

Curriculum

History of Artificial Intelligence (AI)
Five domains of AI
Why AI now?
Limitation of AI

Machine Learning Primer
Machine Learning core concepts, scalable algorithms, and project workflow.
Objective Functions and Regularization
Understanding the Objective Function of ML Algorithms
Metrics, Evaluation Methods, and Optimizers
Popular Metrics in Detail: R2 Score, RMSE, Cross-Entropy, Precision, Recall, F1 Score, ROC-AUC, SGD, ADAM
Artificial Neural Network
ANN in detail, Forward Pass and Back Propagation
Machine Learning vs. Deep Learning
Core difference b/w ML and DL from an implementation perspective

Python Programming Primer
Installing Python, Programming Basics, Native Data types
Class, Inheritance, and Magic Functions
Python Classes, Inheritance Concepts, Magic Functions
Special Functions in Python
Overview, Array, selecting data, Slicing, Iterating, Array Manipulations, Stacking, Splitting arrays, Key Functions
Decorators and Special Functions
Decorators’ implementation with class
Context Manager ‘with’ in Python
Context Manager Application
Exception Handling
Try and Catch Block
Python Package Management
Bundling and exporting Python packages

TensorFlow 2.0 Basics
TensorFlow core concepts, Tensors, core APIs
Concrete Functions, Data Types, Control Statements
Polymorphic Functions, Concrete Functions, Datatypes, Control Statements, NumPy, Pandas
Autograph eager execution
tf.function autograph implementation
Keras (TensorFlow 2.0 Built-in API) Overview
Sequential Models, configuring layers, loading data, train and test, complex models, callbacks, save and restore Neural Network weights
Building Neural Networks in Keras
Building Neural networks from scratch in Keras

Linear Algebra
Vectors, Matrices, Linear Transformation, Eigen Vectors, Matrix Operations, Special Matrices
Calculus – Derivatives: Calculus essentials, Derivatives and Partial Derivatives, Chain Rule, Derivatives of special functions
Probability Essentials: Probability basics and notations, Conditional probability, Essential Probability theorems for Machine Learning
Special functions: Relu, Sigmoid, SoftMax, Popular Loss Functions – Cross-Entropy, Quadratic Loss Functions

Deep Learning Network Concepts
Core Concepts of Deep Learning Networks
Deep Dive into Activation Functions
Building a simple Deep Learning Network
Tuning Deep Learning Network

Frequently asked questions

Globally renowned and KHDA-accredited, the Artificial Intelligence Course in Dubai offers comprehensive instruction in AI foundations such as machine learning, deep learning, neural networks, and Python programming. We give our participants the know-how to create AI applications for business problems and industrial obstacles.

Our AI Course in Dubai is suitable to attend for:

Developers seeking to construct practical AI applications
Beginners in programming aiming for a thorough learning path
Seasoned programmers who are interested in integrating AI into their current tech setups

There are no specific eligibility criteria for enrolling in our AI certification program. However, having a basic understanding of programming concepts, mathematics and data handling helps individuals to better grasp our training in AI.

Our AI certification gives an assurance of the necessary competency in related roles in Dubai, which makes these job opportunities easier to avail. A few of the most popular Artificial Intelligence jobs available in Dubai are as follows:

1. AI Engineer
2. Machine Learning Engineer
3. Data Scientist
4. AI Research Scientist
5. AI Developer
6. Robotics Engineer
7. AI Consultant
8. Natural Language Processing (NLP) Engineer
9. Computer Vision Engineer
10. AI Project Manager

Our candidates get introduced to several topics in our AI Certification in Dubai. These topics areas follows:

1. Introduction to Artificial Intelligence
2. Machine Learning primer
3. Advanced Python for Deep Learning
4. TensorFlow 2.0 and Keras for Deep Learning
5. Mathematics for Deep Learning
6. Deep learning foundation

You will learn about several powerful tools and frameworks and how to use them in our AI Course in Dubai. They are essential for building and deploying artificial intelligence solutions. These include:

1. Python
2. NumPy and Pandas
3. Scikit-learn
4. TensorFlow and Keras
5. OpenCV
6. Matplotlib and Seaborn
7. Jupyter Notebook

We provide different AI training programs that you can opt for apart from the Artificial Intelligence Training in Dubai. These include the following AI courses: