Accelerating skills development in Data science and AI at scale
At the Monash Data Science and AI platform, we believe that upskilling our research community and building a workforce with data science skills are key to accelerating the application of data science in research. To achieve this, we create and leverage new and existing training capabilities...
Keywords: AI, machine learning, eresearch skills, training, train the trainer, volunteer instructors, training partnerships, training material
Accelerating skills development in Data science and AI at scale
https://zenodo.org/records/4287746
https://dresa.org.au/materials/accelerating-skills-development-in-data-science-and-ai-at-scale-2d8a65fa-f96e-44ad-a026-cfae3f38d128
At the Monash Data Science and AI platform, we believe that upskilling our research community and building a workforce with data science skills are key to accelerating the application of data science in research. To achieve this, we create and leverage new and existing training capabilities within and outside Monash University. In this talk, we will discuss the principles and purpose of establishing collaborative models to accelerate skills development at scale. We will talk about our approach to identifying gaps in the existing skills and training available in data science, key areas of interest as identified by the research community and various sources of training available in the marketplace. We will provide insights into the collaborations we currently have and intend to develop in the future within the university and also nationally.
The talk will also cover our approach as outlined below
• Combined survey of gaps in skills and trainings for Data science and AI
• Provide seats to partners
• Share associate instructors/helpers/volunteers
• Develop combined training materials
• Publish a repository of open source trainings
• Train the trainer activities
• Establish a network of volunteers to deliver trainings at their local regions
Industry plays a significant role in making some invaluable training available to the research community either through self learning platforms like AWS Machine Learning University or Instructor led courses like NVIDIA Deep Learning Institute. We will discuss how we leverage our partnerships with Industry to bring these trainings to our research community.
Finally, we will discuss how we map our training to the ARDC skills roadmap and how the ARDC platforms project “Environments to accelerate Machine Learning based Discovery” has enabled collaboration between Monash University and University of Queensland to develop and deliver training together.
contact@ardc.edu.au
Tang, Titus
AI, machine learning, eresearch skills, training, train the trainer, volunteer instructors, training partnerships, training material
Digital research skills trainer certification guide
This guide to certification is for those who currently design, develop and deliver training as full-time trainers or where training is part of their role, and for those who are considering becoming a skills trainer.
Keywords: digital research skills training, trainer certification, training material
Digital research skills trainer certification guide
https://zenodo.org/records/7587668
https://dresa.org.au/materials/digital-research-skills-trainer-certification-guide-b70e3945-8ef1-4cc1-8963-3169bcfe0109
This guide to certification is for those who currently design, develop and deliver training as full-time trainers or where training is part of their role, and for those who are considering becoming a skills trainer.
contact@ardc.edu.au
ARDC
digital research skills training, trainer certification, training material
Monash University - University of Queensland training partnership in Data science and AI
We describe the peer network exchange for training that has been recently created via an ARDC funded partnership between Monash University and Universities of Queensland under the umbrella of the Queensland Cyber Infrastructure Foundation (QCIF). As part of a training program in machine learning,...
Keywords: data skills, training partnerships, data science, AI, training material
Monash University - University of Queensland training partnership in Data science and AI
https://zenodo.org/records/4287864
https://dresa.org.au/materials/monash-university-university-of-queensland-training-partnership-in-data-science-and-ai-8082bf73-d20f-4214-ad8c-95123e25a36c
We describe the peer network exchange for training that has been recently created via an ARDC funded partnership between Monash University and Universities of Queensland under the umbrella of the Queensland Cyber Infrastructure Foundation (QCIF). As part of a training program in machine learning, visualisation, and computing tools, we have established a series of over 20 workshops over the year where either Monash or QCIF hosts the event for some 20-40 of their researchers and students, while some 5 places are offered to participants from the other institution. In the longer term we aim to share material developed at one institution and have trainers present it at the other. In this talk we will describe the many benefits we have found to this approach including access to a wider range of expertise in several rapidly developing fields, upskilling of trainers, faster identification of emerging training needs, and peer learning for trainers.
contact@ardc.edu.au
Tang, Titus
data skills, training partnerships, data science, AI, training material
Guide to designing digital research skills training materials: textual materials
The Australian Research Data Commons (ARDC) Guide to Designing Digital Research Skills Training Materials: Textual Materials aims to support training materials creators, trainers and national training infrastructure providers in the creation of textual guides while also encouraging the sharing...
Keywords: digital research skills training, learning design, textual training materials, training material
Guide to designing digital research skills training materials: textual materials
https://zenodo.org/records/7587651
https://dresa.org.au/materials/guide-to-designing-digital-research-skills-training-materials-textual-materials-8b685c24-0362-4cc9-9908-63227ecf0e0f
The Australian Research Data Commons (ARDC) Guide to Designing Digital Research Skills Training Materials: Textual Materials aims to support training materials creators, trainers and national training infrastructure providers in the creation of textual guides while also encouraging the sharing and reuse of their training materials. It aims to facilitate the design, development and delivery of textual guides on digital research and data skills in alignment with best practices in learning and training.
This tool is informed by the Universal Design for Learning principles which aims to eliminate barriers in the design of learning materials to make content accessible to all.
contact@ardc.edu.au
ARDC
digital research skills training, learning design, textual training materials, training material
Guide to designing digital research skills training materials: presentations and videos
The Australian Research Data Commons (ARDC) Guide to Designing Digital Research Skills Training Materials: Presentations and Videos aims to support training materials creators, trainers and national training infrastructure providers in the design and delivery of presentations and videos while...
Keywords: digital research skills training, learning design, training presentations, training videos, training material
Guide to designing digital research skills training materials: presentations and videos
https://zenodo.org/records/7587657
https://dresa.org.au/materials/guide-to-designing-digital-research-skills-training-materials-presentations-and-videos-8d8c091b-c719-4200-874a-eb05a81bc49a
The Australian Research Data Commons (ARDC) Guide to Designing Digital Research Skills Training Materials: Presentations and Videos aims to support training materials creators, trainers and national training infrastructure providers in the design and delivery of presentations and videos while also encouraging the sharing and reuse of their training materials. It aims to facilitate the design, development and delivery of digital research and data skills videos and presentations in alignment with best practices for learning and training.
This tool is informed by the Universal Design for Learning framework, which aims to eliminate barriers in the design of learning materials and make content accessible to all.
contact@ardc.edu.au
ARDC
digital research skills training, learning design, training presentations, training videos, training material
Digital research skills trainer certification guide
This guide to certification is for those who currently design, develop and deliver training as full-time trainers or where training is part of their role, and for those who are considering becoming a skills trainer.
Keywords: digital research skills training, trainer certification, training material
Digital research skills trainer certification guide
https://zenodo.org/record/7587668
https://dresa.org.au/materials/digital-research-skills-trainer-certification-guide
This guide to certification is for those who currently design, develop and deliver training as full-time trainers or where training is part of their role, and for those who are considering becoming a skills trainer.
contact@ardc.edu.au
ARDC
digital research skills training, trainer certification, training material
Guide to designing digital research skills training materials: presentations and videos
The Australian Research Data Commons (ARDC) Guide to Designing Digital Research Skills Training Materials: Presentations and Videos aims to support training materials creators, trainers and national training infrastructure providers in the design and delivery of presentations and videos while...
Keywords: digital research skills training, learning design, training presentations, training videos, training material
Guide to designing digital research skills training materials: presentations and videos
https://zenodo.org/record/7587657
https://dresa.org.au/materials/guide-to-designing-digital-research-skills-training-materials-presentations-and-videos
The Australian Research Data Commons (ARDC) Guide to Designing Digital Research Skills Training Materials: Presentations and Videos aims to support training materials creators, trainers and national training infrastructure providers in the design and delivery of presentations and videos while also encouraging the sharing and reuse of their training materials. It aims to facilitate the design, development and delivery of digital research and data skills videos and presentations in alignment with best practices for learning and training.
This tool is informed by the Universal Design for Learning framework, which aims to eliminate barriers in the design of learning materials and make content accessible to all.
contact@ardc.edu.au
ARDC
digital research skills training, learning design, training presentations, training videos, training material
Guide to designing digital research skills training materials: textual materials
The Australian Research Data Commons (ARDC) Guide to Designing Digital Research Skills Training Materials: Textual Materials aims to support training materials creators, trainers and national training infrastructure providers in the creation of textual guides while also encouraging the sharing...
Keywords: digital research skills training, learning design, textual training materials, training material
Guide to designing digital research skills training materials: textual materials
https://zenodo.org/record/7587651
https://dresa.org.au/materials/guide-to-designing-digital-research-skills-training-materials-textual-materials
The Australian Research Data Commons (ARDC) Guide to Designing Digital Research Skills Training Materials: Textual Materials aims to support training materials creators, trainers and national training infrastructure providers in the creation of textual guides while also encouraging the sharing and reuse of their training materials. It aims to facilitate the design, development and delivery of textual guides on digital research and data skills in alignment with best practices in learning and training.
This tool is informed by the Universal Design for Learning principles which aims to eliminate barriers in the design of learning materials to make content accessible to all.
contact@ardc.edu.au
ARDC
digital research skills training, learning design, textual training materials, training material
Accelerating skills development in Data science and AI at scale
At the Monash Data Science and AI platform, we believe that upskilling our research community and building a workforce with data science skills are key to accelerating the application of data science in research. To achieve this, we create and leverage new and existing training capabilities...
Keywords: AI, machine learning, eresearch skills, training, train the trainer, volunteer instructors, training partnerships, training material
Accelerating skills development in Data science and AI at scale
https://zenodo.org/record/4287746
https://dresa.org.au/materials/accelerating-skills-development-in-data-science-and-ai-at-scale
At the Monash Data Science and AI platform, we believe that upskilling our research community and building a workforce with data science skills are key to accelerating the application of data science in research. To achieve this, we create and leverage new and existing training capabilities within and outside Monash University. In this talk, we will discuss the principles and purpose of establishing collaborative models to accelerate skills development at scale. We will talk about our approach to identifying gaps in the existing skills and training available in data science, key areas of interest as identified by the research community and various sources of training available in the marketplace. We will provide insights into the collaborations we currently have and intend to develop in the future within the university and also nationally.
The talk will also cover our approach as outlined below
• Combined survey of gaps in skills and trainings for Data science and AI
• Provide seats to partners
• Share associate instructors/helpers/volunteers
• Develop combined training materials
• Publish a repository of open source trainings
• Train the trainer activities
• Establish a network of volunteers to deliver trainings at their local regions
Industry plays a significant role in making some invaluable training available to the research community either through self learning platforms like AWS Machine Learning University or Instructor led courses like NVIDIA Deep Learning Institute. We will discuss how we leverage our partnerships with Industry to bring these trainings to our research community.
Finally, we will discuss how we map our training to the ARDC skills roadmap and how the ARDC platforms project “Environments to accelerate Machine Learning based Discovery” has enabled collaboration between Monash University and University of Queensland to develop and deliver training together.
contact@ardc.edu.au
Tang, Titus
AI, machine learning, eresearch skills, training, train the trainer, volunteer instructors, training partnerships, training material
Monash University - University of Queensland training partnership in Data science and AI
We describe the peer network exchange for training that has been recently created via an ARDC funded partnership between Monash University and Universities of Queensland under the umbrella of the Queensland Cyber Infrastructure Foundation (QCIF). As part of a training program in machine learning,...
Keywords: data skills, training partnerships, data science, AI, training material
Monash University - University of Queensland training partnership in Data science and AI
https://zenodo.org/record/4287864
https://dresa.org.au/materials/monash-university-university-of-queensland-training-partnership-in-data-science-and-ai
We describe the peer network exchange for training that has been recently created via an ARDC funded partnership between Monash University and Universities of Queensland under the umbrella of the Queensland Cyber Infrastructure Foundation (QCIF). As part of a training program in machine learning, visualisation, and computing tools, we have established a series of over 20 workshops over the year where either Monash or QCIF hosts the event for some 20-40 of their researchers and students, while some 5 places are offered to participants from the other institution. In the longer term we aim to share material developed at one institution and have trainers present it at the other. In this talk we will describe the many benefits we have found to this approach including access to a wider range of expertise in several rapidly developing fields, upskilling of trainers, faster identification of emerging training needs, and peer learning for trainers.
contact@ardc.edu.au
Tang, Titus
data skills, training partnerships, data science, AI, training material
