Artificial Intelligence Course in Oman

Join our Artificial Intelligence Course in Oman to kickstart your career in Artificial Intelligence (AI). Our course is divided into 6-course modules. Each module covers essential aspects of Artificial Intelligence, including the history and domains of AI, machine learning principles, advanced Python for deep learning, TensorFlow and Keras for neural network development, mathematics for deep learning and deep learning network concepts with activation functions and tuning. Our course helps our learners to develop skills aligned with current industry needs. Participants can easily find plenty of high-paying jobs after completing this course.

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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.

CPD Certification

Earn a globally recognized CPD UK Certification with professional credit points. This certificate can be attested by The UAE Ministry of Foreign Affairs and International Cooperation for UAE visa issuance.

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.

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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, 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 export 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

In the Artificial Intelligence Course in Oman, candidates get introduced to the following topics:

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

At Learners Point Academy, the Artificial Intelligence Course in Oman is for 24 hours.

The Artificial Intelligence Course in Oman caters to both beginners and experienced developers. It welcomes college graduates aiming for their debut career roles as well as experienced developers seeking to enhance their AI expertise.

Yes, online classes are available for the Artificial Intelligence Course in Oman.

At Learners Point Academy, if a participant doesn’t wish to proceed with the Artificial Intelligence Course in Oman after registration for any reason, he or she is eligible for a 100% refund. However, the refund will be issued only if we are notified in writing within 2 days from the registration date. The refund will be processed within 4 weeks from the day of exit.