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Artificial Intelligence and Machine Learning AEC

About Program

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.

Key Courses

  • Introduction to AI
  • Machine Learning 
  • Intro to Convolutional and Recurrent Neural Networks
  • Deep Learning Application
  • Python Game Development - Create a Flappy Bird Clone
  • Data Science Certification Training - R 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

Prerequisites

  • For Quebec residents only* DES mathematics 526+

Duration

2 Years and 1 Year (Fast track)

Delivery Method

Instructor-led classroom

Average Salary

$85,582

Ascent College of Technology Inc - Brochure

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