LEA.DH Artificial Intelligence and Machine Learning AEC

About Program

LEA.DH Artificial Intelligence and Machine Learning AEC

Program overview

The Artificial Intelligence and Machine Learning (AIML) program is designed to put you on the path to an exciting, evolving career that is predicted to grow sharply into 2025 and beyond. Artificial intelligence and Machine Learning will impact all segments of daily life by 2025, with applications in a wide range of industries such as healthcare, transportation, insurance, transport and logistics and even customer service. The need for AI specialists exists in just about every field as companies seek to give computers the ability to think, learn and adapt.

In this program, you will learn the use of mathematics, programming approaches (deep learning, unsupervised learning, data preprocessing, etc.) programming tools (programming, like "frameworks" and libraries, and languages, like Python and R) in the particular context of artificial intelligence.

Program outline

The AIML program provides training in the skills required for a career in AI. You will master TensorFlow, Machine Learning, and other AI concepts, plus the programming languages needed to design intelligent agents, deep learning algorithms & advanced artificial neural networks that use predictive analytics to solve real-time decision-making problems.

You will design and build your own intelligent agents and apply them to create practical AI projects including games, machine learning models, logic constraint satisfaction problems, knowledge-based systems, probabilistic models, agent decision-making functions and more.

You will also understand and master the concepts and principles of machine learning, including its mathematical and heuristic aspects.

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Financial Aid

Flexible Schedules

Placement Assistance

Hands on, Job oriented training

Key Courses

  • Introduction to AI
  • Data Science with Python
  • Machine Learning 
  • Math Refresher
  • Regression
  • Deep Learning with TensorFlow
  • Intro to Convolutional and Recurrent Neural Networks
  • Deep Learning Application
  • Python Training 
  • Python Game Development - Create a Flappy Bird Clone
  • Spark ML Programming
  • Data Science Certification Training - R Programming
  • Apache Spark & Scala
  • Spark ML Programming
  • Spark GraphX Programming
  • Project / Internship

Skills Gained

  • Use programming languages
  • Solve computer problems with Math
  • Exploit the principle of object-oriented programming
  • Develop transactional web applications
  • Develop game or simulation applications

You will use the skills and competencies gained during the program to build an Artificial Intelligence / Machine Learning project.

Top Career Choices

  • Artificial Intelligence Analyst
  • Artificial Intelligence Programmer
  • Machine Learning Technologist
  • Machine Learning Analyst
  • Application Developer
  • Data Scientist
  • Data Steward
  • Data Technologist


  • English language requirements: English Language Requirements: Language proficiency requirements SDS countries: Fluency in English with an overall band score of 6.0 of IELTS with no band less than 6.0 preferred or 6.5 of IELTS with no band less than 5.5 preferred in any one individual module. 
    Language proficiency requirements non-SDS countries: IELTS 5.5 (nothing less than 5.5 band in any individual 2 modules) or equivalent language proficiency (TOEFL, CAE, DUOLINGO) or Matrix AAP English. 
  • Exemption: Students having a High School Diploma from native English speaking countries (example: Nigeria, Philippines)
  • French language requirements: A1 to B2 French program (4 levels) is mandatory for those students who wish to pursue AEC in English; 
  • Exemptions from French program registration: Students are exempt from College’s French language program, if they produce a proof of B2 level third party test / online placement test or have a High School Diploma in French from French speaking countries or have a B2 level certificate from Languages Canada accredited members. 


2 Years | 4 Semesters

Delivery Method

Instructor-led classroom

Language of Instruction

French & English
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