×
1 Choose EITC/EITCA Certificates
2 Learn and take online exams
3 Get your IT skills certified

Confirm your IT skills and competencies under the European IT Certification framework from anywhere in the world fully online.

EITCA Academy

Digital skills attestation standard by the European IT Certification Institute aiming to support Digital Society development

LOG IN TO YOUR ACCOUNT BY EITHER YOUR USERNAME OR EMAIL ADDRESS

CREATE AN ACCOUNT FORGOT YOUR PASSWORD?

FORGOT YOUR DETAILS?

AAH, WAIT, I REMEMBER NOW!

CREATE AN ACCOUNT

ALREADY HAVE AN ACCOUNT?
EUROPEAN INFORMATION TECHNOLOGIES CERTIFICATION ACADEMY - ATTESTING YOUR PROFESSIONAL DIGITAL SKILLS
  • SIGN UP
  • LOGIN
  • INFO

EITCA Academy

EITCA Academy

The European Information Technologies Certification Institute - EITCI ASBL

Certification Authority

EITCI Institute

Brussels, European Union

Governing European IT Certification (EITC) standard in support of the IT professionalism and Digital Society

  • CERTIFICATES
    • EITCA ACADEMIES
      • EITCA ACADEMIES CATALOGUE<
      • EITCA/CG COMPUTER GRAPHICS
      • EITCA/IS INFORMATION SECURITY
      • EITCA/BI BUSINESS INFORMATION
      • EITCA/KC KEY COMPETENCIES
      • EITCA/EG E-GOVERNMENT
      • EITCA/WD WEB DEVELOPMENT
      • EITCA/AI ARTIFICIAL INTELLIGENCE
    • EITC CERTIFICATES
      • EITC CERTIFICATES CATALOGUE<
      • COMPUTER GRAPHICS CERTIFICATES
      • WEB DESIGN CERTIFICATES
      • 3D DESIGN CERTIFICATES
      • OFFICE IT CERTIFICATES
      • BITCOIN BLOCKCHAIN CERTIFICATE
      • WORDPRESS CERTIFICATE
      • CLOUD PLATFORM CERTIFICATENEW
    • EITC CERTIFICATES
      • INTERNET CERTIFICATES
      • CRYPTOGRAPHY CERTIFICATES
      • BUSINESS IT CERTIFICATES
      • TELEWORK CERTIFICATES
      • PROGRAMMING CERTIFICATES
      • DIGITAL PORTRAIT CERTIFICATE
      • WEB DEVELOPMENT CERTIFICATES
      • DEEP LEARNING CERTIFICATESNEW
    • CERTIFICATES FOR
      • EU PUBLIC ADMINISTRATION
      • TEACHERS AND EDUCATORS
      • IT SECURITY PROFESSIONALS
      • GRAPHICS DESIGNERS & ARTISTS
      • BUSINESSMEN AND MANAGERS
      • BLOCKCHAIN DEVELOPERS
      • WEB DEVELOPERS
      • CLOUD AI EXPERTSNEW
  • FEATURED
  • SUBSIDY
  • HOW IT WORKS
  •   IT ID
  • ABOUT
  • CONTACT
  • MY ORDER
    Your current order is empty.
EITCIINSTITUTE
CERTIFIED

EITC/AI/ADL Advanced Deep Learning

by admin / Sunday, 07 February 2021 / Published in Uncategorized
Current Status
Not Enrolled
Price
€110
Get Started
Enrol for this Certification

EITC/AI/ADL Advanced Deep Learning is the European IT Certification programme on Google DeepMind’s approach to advanced deep learning for artificial intelligence.

The curriculum of the EITC/AI/ADL Advanced Deep Learning focuses on theoretical aspects and practical skills in advanced deep learning techniques from the perspective of Google DeepMind organized within the following structure, encompassing comprehensive video didactic content as a reference for this EITC Certification.

Deep learning (also known as deep structured learning) is part of a broader family of machine learning methods based on artificial neural networks with representation learning. Learning can be supervised, semi-supervised or unsupervised. Deep learning architectures such as deep neural networks, deep belief networks, recurrent neural networks and convolutional neural networks have been applied to fields including computer vision, machine vision, speech recognition, natural language processing, audio recognition, social network filtering, machine translation, bioinformatics, drug design, medical image analysis, material inspection and board game programs, where they have produced results comparable to and in some cases surpassing human expert performance.

Artificial neural networks (ANNs) were inspired by information processing and distributed communication nodes in biological systems. The adjective “deep” in deep learning refers to the use of multiple layers in the network. Early work showed that a linear perceptron cannot be a universal classifier, and then that a network with a nonpolynomial activation function with one hidden layer of unbounded width can on the other hand so be. Deep learning is a modern variation which is concerned with an unbounded number of layers of bounded size, which permits practical application and optimized implementation, while retaining theoretical universality under mild conditions. In deep learning the layers are also permitted to be heterogeneous and to deviate widely from biologically informed connectionist models, for the sake of efficiency, trainability and understandability, whence the “structured” part.

To acquaint yourself in-detail with the certification curriculum you can expand and analyze the table below.

The EITC/AI/ADL Advanced Deep Learning Certification Curriculum references open-access didactic materials in a video form. Learning process is divided into a step-by-step structure (programmes -> lessons -> topics) covering relevant curriculum parts. Unlimited consultancy with domain experts are also provided.
For details on the Certification procedure check How it Works.

Certification Programme Curriculum

Expand All
Introduction 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Introduction to advanced machine learning approaches
Neural networks 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Neural networks foundations
Advanced computer vision 2 Topics
Expand
Lesson Content
0% Complete 0/2 Steps
Convolutional neural networks for image recognition
Advanced models for computer vision
Optimization 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Optimization for machine learning
Recurrent neural networks 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Sequences and recurrent networks
Natural language processing 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Advanced deep learning for natural language processing
Attention and memory 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Attention and memory in deep learning
Generative adversarial networks 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Advances in generative adversarial networks
Unsupervised learning 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Unsupervised representation learning
Advanced generative models 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Modern latent variable models
Responsible innovation 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Responsible innovation and artificial intelligence
  • Tweet

About admin

Home » My Account

Certification Center

Programme Home Expand All
Introduction
1 Topic
Introduction to advanced machine learning approaches
Neural networks
1 Topic
Neural networks foundations
Advanced computer vision
2 Topics
Convolutional neural networks for image recognition
Advanced models for computer vision
Optimization
1 Topic
Optimization for machine learning
Recurrent neural networks
1 Topic
Sequences and recurrent networks
Natural language processing
1 Topic
Advanced deep learning for natural language processing
Attention and memory
1 Topic
Attention and memory in deep learning
Generative adversarial networks
1 Topic
Advances in generative adversarial networks
Unsupervised learning
1 Topic
Unsupervised representation learning
Advanced generative models
1 Topic
Modern latent variable models
Responsible innovation
1 Topic
Responsible innovation and artificial intelligence

USER MENU

  • My Bookings

CERTIFICATE CATEGORY

  • EITC Certification (105)
  • EITCA Certification (9)

What are you looking for?

  • Introduction
  • How it works?
  • EITCA Academies
  • EITCI DSJC Subsidy
  • Full EITC catalogue
  • Your order
  • Featured
  •   IT ID
  • About
  • Contact

Eligibility for EITCA Academy 80% EITCI DSJC Subsidy support

80% of EITCA Academy fees subsidized in enrolment by 3/2/2023

    EITCA Academy Administrative Office

    European IT Certification Institute
    Brussels, Belgium, European Union

    EITC / EITCA Certification Authority
    Governing European IT Certification Standard
    Access contact form or call +32 25887351

    2 days agoThe #EITC/QI/QIF Quantum Information Fundamentals (part of #EITCA/IS) attests expertise in #Quantum Computation and… https://t.co/OrYWUOTC1X
    Follow @EITCI

    Automatically translate to your language

    Terms and Conditions | Privacy Policy
    Follow @EITCI
    EITCA Academy
    • EITCA Academy on social media
    EITCA Academy


    © 2008-2023  European IT Certification Institute
    Brussels, Belgium, European Union

    TOP
    Chat with Support
    Chat with Support
    Questions, doubts, issues? We are here to help you!
    End chat
    Connecting...
    Do you have a question? Ask us!
    Do you have a question? Ask us!
    :
    :
    :
    Send
    Do you have a question? Ask us!
    :
    :
    Start Chat
    The chat session has ended. Thank you!
    Please rate the support you've received.
    Good Bad