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Artificial Intelligence Specialist

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3 Day Machine Learning
66 60+ Beginner
(4.00)

Artificial Intelligence Specialist

The Course audience
  • The training is generally intended for students and professionals who have a background in computer science or another STEM-related field.
The Course Overview

Using AI to find solutions has become a mainstay in many businesses and industries, as well as in everyday life and culture.
AI training is designed to teach you the fundamentals of AI, its integration and deployment and to maintain and monitor AI in production and to prepare you for the professional use of AI by understanding how artificial intelligence can be used to solve problems in business and industry.

After earning your AI certificate, you can be qualified to take on a variety of roles implementing AI and Machine Learning.

Course objectives:

  • Recognize the fundamental principles of artificial intelligence
  • Become familiar with data collection, processing and engineering
  • Acquire skills in maintenance and monitoring of AI in Production
The Course Curriculum

Introduction to Artificial Intelligence

  • History and Evolution of AI
  • Fundamental Concepts

Mathematics and Statistics for AI

  • Linear Algebra
  • Probability and Statistics
  • Calculus

Machine Learning

  • Supervised Learning
  • Unsupervised Learning
  • Semi-Supervised and Reinforcement Learning

Deep Learning

  • Neural Networks
  • Deep Neural Networks
  • Advanced Architectures

Natural Language Processing (NLP)

  • Text Processing
  • NLP Techniques
  • Advanced NLP

AI Ethics and Policy

  • Ethical Considerations
  • Regulations and Standards

AI Tools and Frameworks

  • Programming Languages
  • AI Frameworks
  • Data Handling

Practical AI Applications

  • Computer Vision
  • Speech and Audio Processing
  • Recommendation Systems

Capstone Projects and Case Studies

  • Project Implementation
  • Case Studies
The Course Requirements
  • Ability to spot and solve problems
  • Logical reasoning ability

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