Spécialisation Deep Learning

Commence le Nov 16

Deep Learning Specialization

Master Deep Learning, and Break into AI

À propos de cette Spécialisation

If you want to break into AI, this Specialization will help you do so. Deep Learning is one of the most highly sought after skills in tech. We will help you become good at Deep Learning. In five courses, you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. You will learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more. You will work on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing. You will master not only the theory, but also see how it is applied in industry. You will practice all these ideas in Python and in TensorFlow, which we will teach. You will also hear from many top leaders in Deep Learning, who will share with you their personal stories and give you career advice. AI is transforming multiple industries. After finishing this specialization, you will likely find creative ways to apply it to your work. We will help you master Deep Learning, understand how to apply it, and build a career in AI.

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courses
5 courses

Suivez l'ordre suggéré ou choisissez le vôtre.

projects
Projets

Conçu pour vous aider à vous exercer et à appliquer les compétences que vous avez acquises.

certificates
Certificats

Mettez en évidence vos nouvelles compétences sur votre CV ou sur LinkedIn.

Vue d'ensemble des projets

Cours
Intermediate Specialization.
Some related experience required.
  1. COURS 1

    Neural Networks and Deep Learning

    Engagement
    4 weeks of study, 3-6 hours a week
    Sous-titres
    Anglais, Chinois (traditionnel), Ukrainien, Chinois (simplifié), Portugais (brésilien), Coréen, Turc, Japonais

    À propos du cours

    If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. Deep learning is also a new "superpower" t
  2. COURS 2

    Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

    Engagement
    3 weeks, 3-6 hours per week
    Sous-titres
    Anglais, Chinois (traditionnel), Chinois (simplifié), Coréen, Turc

    À propos du cours

    This course will teach you the "magic" of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance, and be able to more systematically get good results. You will al
  3. COURS 3

    Structuring Machine Learning Projects

    Engagement
    2 weeks of study, 3-4 hours/week
    Sous-titres
    Anglais, Chinois (traditionnel), Chinois (simplifié), Coréen, Turc

    À propos du cours

    You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been taught elsewhere, and
  4. COURS 4

    Convolutional Neural Networks

    Engagement
    4 weeks of study, 4-5 hours/week
    Sous-titres
    Anglais, Chinois (traditionnel), Chinois (simplifié), Coréen, Japonais

    À propos du cours

    This course will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning, computer vision is working far better than just two years ago, and this is enabling numerous exciting applications ranging f
  5. COURS 5

    Sequence Models

    Sous-titres
    Anglais, Chinois (simplifié)

    À propos du cours

    This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, sequence algorithms are working far better than just two years ago, and this is enabling numerous exciting applications i

Créateurs

  • deeplearning.ai

    deeplearning.ai is dedicated to advancing AI by sharing knowledge about the field. We hope to welcome more individuals into deep learning and AI.

    deeplearning.ai is Andrew Ng's new venture which amongst others, strives for providing comprehensive AI education beyond borders.

  • Andrew Ng

    Andrew Ng

    CEO/Founder Landing AI; Co-founder, Coursera; Adjunct Professor, Stanford University; formerly Chief Scientist,Baidu and founding lead of Google Brain
  • Teaching Assistant - Younes Bensouda Mourri

    Teaching Assistant - Younes Bensouda Mourri

    Mathematical & Computational Sciences, Stanford University, deeplearning.ai
  • Head Teaching Assistant - Kian Katanforoosh

    Head Teaching Assistant - Kian Katanforoosh

    Lecturer of Computer Science at Stanford University, deeplearning.ai, Ecole CentraleSupelec

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