Course information

Introduction to Artificial Intelligence Course Outline

Module 1: What is Artificial Intelligence (AI)?

  • Introduction to Artificial Intelligence
    • Types of Artificial Intelligence
    • Various Kinds of Technologies
  • AI Approaches

Module 2: Application Areas of AI

  • AI in Healthcare
  • AI in Education
  • AI in Business
  • AI in Finance
  • AI in Law
  • AI in Manufacturing
  • Parents Disciplines of AI

Module 3: Artificial Intelligence and Related Fields

  • Logical AI
  • Search
  • Pattern Recognition
  • Knowledge Representation
  • Planning
  • Epistemology
  • Ontology

Module 4: Foundation of AI – Machine Learning

  • New Foundation
  • Machine Learning
  • Strengths and Limitations of Machine Learning Based AI
  • Machine Learning Methods 
    • Supervised Machine Learning Algorithms
    • Unsupervised Machine Learning Algorithms
    • Semi-Supervised Machine Learning Algorithms
    • Reinforcement Machine Learning Algorithms

Module 5: Agents and Environments

  • Agents
  • Agent Terminology
  • Structure of Intelligent Agents
  • Types of Agents
  • Nature of Environments
  • Properties of Environment

Module 6: Concept of Rationality

  • Rationality
  • Rational Agents
  • Perfect Rationality

Module 7: Fuzzy Logic Systems

  • About Fuzzy Logic
  • Purpose of Fuzzy Logic
  • Fuzzy Logic Systems Architecture (FLS)
  • Application Areas of Fuzzy Logic
  • Fuzzy Logic Systems Advantages

Module 8: Overview of Robotics

  • Machine Learning in ANNs
  • Aspects of Robotics
  • Robot Locomotion
  • Components of a Robot
  • Applications of Robotics

Module 9: Natural Language Processing

  • Introduction to NLP
  • Components of NLP
  • NLP Terminology
  • Steps in Natural Language Processing

Module 10: Neural Networks

  • Artificial Neural Networks
  • What is a Neural Network?
  • Types of Artificial Neural Networks
  • Working of Artificial Neural Networks

 

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Who should attend this Introduction to Artificial Intelligence Training Course?

The Introduction to Artificial Intelligence Course is a comprehensive course designed to equip participants with the foundational knowledge and skills required to understand, adapt, and harness future AI technologies. The following professionals can benefit from this course:

  • Software Developers
  • Data Analysts
  • Business Analysts
  • Healthcare Practitioners
  • Marketing Professionals
  • Data Scientists
  • Financial Analysts

Prerequisites of the Introduction to Artificial Intelligence Training Course

There are no formal prerequisites for Introduction to Artificial Intelligence Course.

Introduction to Artificial Intelligence Course Overview

Artificial Intelligence (AI) is a group of methodologies in which the core algorithms are implemented in power structures such as fuzzy logic systems, artificial neural networks, colony optimisation, genetic algorithm, particle swarm optimisation, simulated annealing, and evolutionary computing. It is accomplished by analysing how the human brain functions while solving problems and using these outcomes to develop intelligent software and systems. AI is a field that is actively and continuously growing and changing. Attending this training course will help individuals to enhance the skills required to become successful AI professionals. This course will allow individuals to master AI applications, machine learning, natural language processing needed to excel in this domain and kick-start their career in Artificial Intelligence.

In this 1-day Introduction to Artificial Intelligence Training course, delegates will get to know about various functions, features, and uses of Artificial Intelligence. They will learn about different concepts such as machine learning in ANN's, artificial neural networks, Natural Language Processing (NLP), types of agents, agent's terminology, and more. They will understand the crucial role of Artificial Intelligence in various fields like healthcare, business, education, finance, law, and manufacturing. Delegates will also learn about the strength and limitations of machine learning-based AI, machine learning methods, and supervised, unsupervised, and semi-supervised machine learning algorithms, which will help them enhance their skills of working with AI.

This course includes various essential concepts as following:

  • What is Artificial Intelligence (AI)?
  • Application areas of AI
  • Artificial Intelligence and related fields
  • Foundation of AI – machine learning
  • Concept of rationality
  • Fuzzy logic systems
  • Overview of robotics
  • Natural Language Processing (NLP)

At the end of this Introduction to Artificial Intelligence Training course, delegates will be able to able to work with fuzzy logic systems and machine learning tools. They can automate grading in the education sector with Artificial Intelligence's help and provide additional support to students with AI tutors. They may also be able to use AI automation within business sectors for repeatable tasks that humans usually handle.

After completing this Introduction to Artificial Intelligence training course, delegates can choose from The Knowledge Academy's wide range of courses from Artificial Intelligence & Machine Learning topic for enhancing their skills in the advancing world of AI.

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What’s included in this Introduction to Artificial Intelligence Training Course?

  • World-Class Training Sessions from Experienced Instructors 
  • Introduction to Artificial Intelligence Certificate 
  • Digital Delegate Pack

Why choose us

Our Portland venue

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Portland has a population of around 620,000 inhabitants living in the largest city of Oregon. The city is the county seat of Multnomah County. Portland is located on the Pacific Northwest region within the Willamette valley. This city has also been known as the City Of Roses due to high popularity of rose gardens. Cultural differences have been created in Portland neighbourhoods, these are divided into 5 sections, North, Northwest, Northeast, Southwest and Southeast. In Portland over 80% of residents speak English as there first language, 8% speaking Spanish, 2% speaking Vietnamese and 1.5% speaking Russian. Portland has an unemployment rate of 4.4%, but employment rates are increasing with higher paying industries.The city is home to six public school districts and is the largest with around 85 operating public schools. The highest enrolled school is located in Grant park neighbourhood with 1,600 students is Grant High school. The high school offers students with high school diplomas which 92% received in 2008. Benson Polytechnic High School is located in the Eastside of Portland operating as a technical public high school. The school has around 1,200 pupils and covers grade 9-12.Downtown Portland is home to Portland State University, with the largest enrolment within the state of Oregon. The university operates as a four year curriculum offering undergraduate and postgraduate degrees. The university has been ranked within the top 15 undergraduate education within America. Courses can be taken in the following subjects, Economics, Environmental programs, international studies, system engineering, technology management, theatre arts and marketing.Pacific Northwest College of Art in Portland is a private art institute offering bachelor grants, art degrees and graduate degrees.  The college has round 500 students enrolled who locally take part in exhibitions, design and lectures. Pacific Northwest College of Art offers animated art, illustration, intermedia and painting programs. 

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Address

Portland, Oregon

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Introduction To AI Course in Portland. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Introduction To AI Course in Portland, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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