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Artificial Intelligence Foundation Course in Dubai

Internationally accredited training program

35 hours of comprehensive training

Tailored learning solutions for individuals & groups

6 complete course modules & mentorship

Flexible payment options available

4.85/5

5439 Enrolled

Overview

What we’re going to teach you

  • Gain a comprehensive understanding of Artificial Intelligence (AI)
  • Learn six detailed modules, covering essential AI topics including Advanced Python, Machine Learning, & Deep Learning
  • Gain practical skills to develop AI applications for solving real-world business
  • Engage in practical exercises on advanced topics such as building neural networks, & understanding AI's mathematical foundations
  • We offer personalized learning options to suit individuals and group

Learning objectives

Upon finishing the training, you will master

  • 1

    Gain a deep understanding of AI principles & its practical applications

  • 2

    Acquire knowledge of database concepts & programming fundamentals

  • 3

    Enhance knowledge of Machine Learning, & Neural Networks

  • 4

    Learn various issues associated with AI technology

  • 5

    Develop an in-depth understanding of AI's impact on business operations

  • objective-image

    Ready to get started?

  • Prerequisites

    Somethings you need before starting

    • Basic understanding of programming concepts such as variables, data types, functions, loops, and conditional statements.
    • Familiarity with machine learning concepts such as supervised and unsupervised learning, decision trees, and neural networks is helpful for an AI foundation course.
    • A solid understanding of data structures and algorithms is essential to working with large datasets and optimising algorithms for AI models.

    Overall ratings by our students

    Upcoming sessions

    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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    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.

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    Related courses

    Curriculum

    • Basic understanding of programming concepts such as variables, data types, functions, loops, and conditional statements.
    • Familiarity with machine learning concepts such as supervised and unsupervised learning, decision trees, and neural networks is helpful for an AI foundation course.
    •  A solid understanding of data structures and algorithms is essential to work with large datasets and optimizing algorithms for AI models.
    • 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

    The Artificial Intelligence Foundation Course in Dubai duration is 24 hours.

    The Artificial Intelligence Foundation Course in Dubai is ideal for:

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

    The top job roles 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 Artificial Intelligence Foundation certification is globally recognized and acknowledged in Dubai and beyond.

    At Learners Point, if a participant doesn’t wish to proceed with the training in Dubai after registration. 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.

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