Difference between revisions of "AI Education and Training"

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== [https://www.nvidia.com/en-us/training/online/ Online Courses] ==
 
== [https://www.nvidia.com/en-us/training/online/ Online Courses] ==
  
The self-paced and hands-on online courses covers many AI topics. The education institutions can request a course code to cover the cost for up to 200 people. HiPerGator users may contact IT-RC-AI@UFL.EDU for course code to take the online classes for free.
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The self-paced and hands-on online courses covers many AI topics. The education institutions can request a course code to cover the cost for up to 200 people.  
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{{Note|HiPerGator users may contact [mailto:IT-RC-AI@UFL.EDU IT-RC-AI@UFL.EDU] for a promo code to take the online classes for '''free'''.|info}}
  
 
== [https://www.nvidia.com/en-us/training/educator-programs/ Educator Programs] ==
 
== [https://www.nvidia.com/en-us/training/educator-programs/ Educator Programs] ==
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* Sequence Models
 
* Sequence Models
  
=== [https://www.coursera.org/learn/machine-learning Machine Learning ===
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=== [https://www.coursera.org/learn/machine-learning Machine Learning] ===
 
This course gives a broad introduction to machine learning, data mining and pattern recognition
 
This course gives a broad introduction to machine learning, data mining and pattern recognition
  

Latest revision as of 16:55, 22 July 2021


NVIDIA Deep Learning Institute (DLI)

Nvidia DLI provides a variety of online education and training materials in AI, accelerated computing, and accelerated data science for developers, data science researchers, students, and educators.

Online Courses

The self-paced and hands-on online courses covers many AI topics. The education institutions can request a course code to cover the cost for up to 200 people.

HiPerGator users may contact IT-RC-AI@UFL.EDU for a promo code to take the online classes for free.

Educator Programs

Free Teaching Kits

DLI Teaching Kits are co-developed by university professors/educators, industrial partners, and Nvidia engineers and scientists. The teaching kits come with lecture materials and hands-on exercises, quiz and exam sets. They can be used as they are or be integrated into teaching curriculums. The qualified educators applied for the teaching kits also receive the course code for online courses.

DLI Ambassador Program

The DLI Ambassador Program is designed for qualified university educator to be certified as DLI Instructors to deliver free DLI workshops at university campuses. Through the campus workshops, the students and staff can obtain the course certifications and add them on their resumes. The program and application are free.

Coursera AI Courses

Coursera offers a plethora of online course on a variety of AI topics. The following are popular machine learning and deep learning courses at introductory level.

Deep Learning

  • Deep Learning five course series:
  • Neural Networks and Deep Learning (DL)
  • Improving DL Networks: hyper-parameter tuning, regularization and optimization
  • Structuring machine learning projects
  • Convolutional Neural Networks (CNN)
  • Sequence Models

Machine Learning

This course gives a broad introduction to machine learning, data mining and pattern recognition

Generative Adversarial Networks

Three courses on GANs techniques

  • Build Basic Generative Adversarial Networks (GANs)
  • Build Better GANs
  • Apply GANs

MathWorks

MathWorks provides courses on machine learning and deep learning using MATLAB.