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Understanding Artificial Intelligence

Learn the basic concepts of Artificial Intelligence, such as machine learning, deep learning, NLP, generative AI, and more.

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Description du cours

Explore the basics of Artificial Intelligence

AI is transforming our economy, media, industries, and society. Designed for beginners with no coding knowledge required, gain a straightforward introduction to the world of AI.

You’ll demystify common AI buzzwords—machine learning, deep learning, generative AI, etc.—in a way that is easy to understand and apply.

Overview of AI applications

We'll journey through AI's practical applications in daily life, discover how organizations can integrate AI, and discuss the societal impact arising from AI's relentless advancement. We’ll explore also tasks that AI can solve, from helping run traffic more smoothly to optimizing booking systems.

Upon completion, you'll have a comprehensive understanding of AI's capabilities and its influence on society​.
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Principes de l'IA

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  1. 1

    What is Artificial Intelligence (AI)?

    Gratuit

    Get started with your journey into AI! Artificial Intelligence has rapidly shifted from a purely scientific subject to an umbrella field whose applications and uses are countless as of today, be it in business, industry, or simply as part of our daily lives. You will learn what is AI, what types of problems can be solved using AI, and what are its current limitations. You will also gain a broad understanding of the subareas within AI and its related disciplines.

    Jouez Au Chapitre Maintenant
    What is Artificial Intelligence?
    50 xp
    The potential of Artificial Intelligence
    50 xp
    An AI workflow in medicine
    100 xp
    What AI can -and cannot- do?
    50 xp
    Predictive vs Generative AI
    100 xp
    AI for smarter traffic lights
    50 xp
    Areas and related disciplines of AI
    50 xp
    Understanding AI subdomains
    100 xp
    A smart farming scenario!
    50 xp
  2. 2

    Tasks AI can solve

    What are the core functions of AI systems and the possibilities each of its areas has to offer? Where does the data that fuels AI systems come from, and how do techniques like machine learning make use of data to solve a variety of problems? This chapter answers these questions and more, unveiling how different forms of AI can acquire data, learn from the data, and interact with its surroundings- be it the physical or digital environment.

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  3. 3

    Harnessing AI in Organizations

    Get ready to plunge into the exciting world of AI in business and enterprise! This chapter uncovers the fundamental concepts, guidelines, and best practices to build or become an AI-driven organization. Whether it is for equipping your products, services, and projects with a touch of intelligence, or revolutionizing operational processes within your organization, by the end of this chapter, you will understand the essential elements to embrace this technology: from culture to data and infrastructure, to building teams of talented AI professionals. You'll also learn about challenges that may appear along the way and examples of success stories from big companies that learned to make AI a central aspect of their brand.

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  4. 4

    The human side of AI

    As our thrilling AI journey comes to an end, we delve into the profound connection between AI and its impact on humanity and society. We will explore subjects like AI democratization and responsible AI, encompassing ethics, interpretability, fairness, and safety – all crucial aspects for cultivating AI systems that positively influence our lives. Lastly, we cast our gaze towards the horizon, outlining the exciting prospects and challenges AI presents in shaping a sustainable future.

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Pour les entreprises

Formation de 2 personnes ou plus ?

Donnez à votre équipe l’accès à la plateforme DataCamp complète, y compris toutes les fonctionnalités.

Dans les titres suivants

Certification disponible

Principes de l'IA

Aller à la piste

Principes de base de l'IA pour les entreprises

Aller à la piste

Compétences en matière de données pour les entreprises

Aller à la piste

Dans d’autres morceaux

Principes de la loi européenne sur l'IA

collaborateurs

Collaborator's avatar
Joe Franklin
Collaborator's avatar
Joanne Xiong

audio enregistré par

Maarten Van den Broeck's avatar
Maarten Van den Broeck
Iason Prassides's avatar
Iason Prassides
Iván P.C. HeadshotIván P.C.

Senior Data Science & AI Manager

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