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Artificial Intelligence Algorithms
Rating: 4.4 out of 5(38 ratings)
892 students

Artificial Intelligence Algorithms

"Unlocking the Power of AI: Learn Essential Techniques, Applications, and Ethical Frameworks to Navigate the Future of I
Created byIIBM Institute of Business Management
Last updated 9/2024
English

What you'll learn

  • Fundamental AI concepts and terminology.
  • Machine learning algorithms and their applications.
  • Data analysis and preprocessing techniques.
  • Ethical considerations and societal impacts of AI.

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Course content

1 section • 5 lectures • 1h 59m total length

  • Introduction26:32
  • Computer-Vision-opencv-part2-face_detection55:47
  • Natural Language Processing Introduction16:15
  • NLP Basics- Strings in Python12:41
  • NLP-TFIDF Vectorizer8:31

Requirements

  • Basic Programming Knowledge: Familiarity with Python or another programming language.
  • Mathematics Skills: Understanding of linear algebra, calculus, and statistics.
  • Introductory Computer Science: Knowledge of data structures and algorithms.
  • Problem-Solving Ability: Strong analytical and critical thinking skills.

Description

This Artificial Intelligence course offers a comprehensive exploration of the fundamental principles and techniques that underpin AI technologies. Designed for students and professionals alike, the curriculum covers key concepts such as machine learning, deep learning, and natural language processing. Participants will gain hands-on experience with popular AI frameworks and tools, enabling them to develop and implement their own AI projects.

Throughout the course, students will learn to preprocess and analyze data, apply various machine learning algorithms, and understand the workings of neural networks. The course will also delve into practical applications of AI in industries like healthcare, finance, and robotics, illustrating how these technologies are transforming the modern landscape.

A significant focus will be placed on the ethical implications of AI, exploring issues such as bias, privacy, and the impact of automation on employment. Students will engage in discussions and case studies to critically assess the role of AI in society.

By the end of the course, participants will be equipped with the knowledge and skills necessary to navigate the rapidly evolving field of artificial intelligence, preparing them for further study or careers in this dynamic area. Join us to unlock the potential of AI and its transformative power in our world.


Who this course is for:

  • This course is for students, professionals, and enthusiasts interested in AI, machine learning, data science, and ethical technology applications.

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