User Updates

The consult.tacc.utexas.edu ticketing system will be unavailable from 6:00AM to 6:00PM (CDT) on Monday, April 29 2024. As maintenance is being performed, tickets submitted on Monday, April 29 2024 will be lost and unrecoverable.

Registration for TACC's Summer Institute series is now open. Each event provides time on TACC resources alongside TACC's experts to explore new concepts, and develop your skills and research. We hope to see you at TACC this summer! High Performance Computing and Scientific Visualization Institute Monday, July 8 - Friday, July 12 - MPI, CUDA, OpenMP, and other HPC topics - Hands-on labs using TACC resources - Connect with HPC experts to discuss algorithms, implementations, and programming models - Exploration of techniques using the parallel visualization package Paraview Learn more and register: https://cvent.utexas.edu/29NlZ5 Machine Learning Institute Monday, July 15 - Friday, July 19 - Fundamentals and theory of AI, machine learning and deep learning techniques with Python libraries - AI, machine learning and deep learning workflows at scale on HPC systems - Advanced topics including Large Language Models, Reinforcement Learning - Advanced visualization for AI Learn more and register: https://cvent.utexas.edu/KBDWll Please visit TACC's training page for more information on these and other learning opportunities: https://tacc.utexas.edu/use-tacc/training/

Registration for TACC's Summer Institute series is now open. Each event provides time on TACC resources alongside TACC's experts to explore new concepts, and develop your skills and research. We hope to see you at TACC this summer! High Performance Computing and Scientific Visualization Institute Monday, July 8 - Friday, July 12 - MPI, CUDA, OpenMP, and other HPC topics - Hands-on labs using TACC resources - Connect with HPC experts to discuss algorithms, implementations, and programming models - Exploration of techniques using the parallel visualization package Paraview Learn more and register: https://cvent.utexas.edu/29NlZ5 Machine Learning Institute Monday, July 15 - Friday, July 19 - Fundamentals and theory of AI, machine learning and deep learning techniques with Python libraries - AI, machine learning and deep learning workflows at scale on HPC systems - Advanced topics including Large Language Models, Reinforcement Learning - Advanced visualization for AI Learn more and register: https://cvent.utexas.edu/KBDWll Please visit TACC's training page for more information on these and other learning opportunities: https://tacc.utexas.edu/use-tacc/training/

Registration for TACC's Summer Institute series is now open. Each event provides time on TACC resources alongside TACC's experts to explore new concepts and develop your skills and research. We hope to see you at TACC this summer! High Performance Computing and Scientific Visualization InstituteMonday, July 8 - Friday, July 12 - MPI, CUDA, OpenMP, and other HPC topics- Hands-on labs using TACC resources- Connect with HPC experts to discuss algorithms, implementations, and programming models - Exploration of techniques using the parallel visualization package ParaviewLearn more and register: https://cvent.utexas.edu/29NlZ5 Machine Learning Institute Monday, July 15 - Friday, July 19 - Fundamentals and theory of AI, machine learning and deep learning techniques with Python libraries- AI, machine learning and deep learning workflows at scale on HPC systems- Advanced topics including Large Language Models, Reinforcement Learning - Advanced visualization for AI Learn more and register: https://cvent.utexas.edu/KBDWll Please visit TACC's training page for more information on these and other learning opportunities:https://tacc.utexas.edu/use-tacc/training/

Register now for the following upcoming trainings at TACC: CMake with Victor Eijkhout Friday April 12, 2024  |  9AM – 12PM CST This tutorial will be on site only at TACC:Texas Advanced Computing Center Advanced Computing Building (ACB) J.J. Pickle Research Campus, Building 205 10100 Burnet Rd Austin, TX 78758 . Overview:CMake is a build system for packages -- applications and libraries -- written in C++, C, or Fortran. It is also the basis of an eco-system, making it possible for one package to find another, and incorporate it. This short course covers CMake in three increasingly sophisticated stages: Help! This software uses CMake! Help! I want to write my own CMake configuration! Help! I want other people to use my CMake package! Participants will need to arrive with: laptop with Unix shell, recent version of CMake, compiler.  Register here: https://tacc.utexas.edu/use-tacc/training/2024/cmake/ Parking information will be sent prior to the event date.  Webinar: Version Control with Git + CI/CD with GitHub Actions Monday May 13, 2024  |  1PM – 4PM CST(virtual only)Overview:This workshop will cover the essentials of Git, GitHub, and GitHub Actions. The content is tailored to domain scientists wanting to work collaboratively on code and add automation to certain parts of their workflows. Topics covered include version control basics with Git, hosting a repository on GitHub, working collaboratively with others, and using GitHub Actions for automation and continuous integration / continuous deployment.Hands-on participation is encouraged. Attendees will benefit the most if they are prepared with a laptop and access to the Git CLI, a GitHub account, and a Docker Hub account. Register here: https://tacc.utexas.edu/use-tacc/training/2024/version-control-with-git/UPCOMING:  REGISTRATION FOR TACC'S SUMMER INSTITUTE SERIES OPENS SOON!  https://tacc.utexas.edu/use-tacc/training/

The maintenance has been moved to Thursday, April 11, 2024  from 7:00 AM -9:00 AM (CDT). During this time, the following services will be unavailable:Update user profile (including certificate DNs, ePPN)Manage user updates subscriptionsReset/change passwordManage project invitationsManage project usersPlease submit any questions you may have via the TACC User Portal: https://tacc.utexas.edu/portal/tickets

Starting April 1, 2024, TACC will begin to charge SUs against your balance for jobs run in the skx-dev, skx, and icx queues on Stampede3. The charge rates will be 1SU per node-hour for the skx queues and 1.67SUs per node-hour for the icx queue. Please submit any questions you may have via the TACC User Portal: https://tacc.utexas.edu/portal/tickets

Ranch will not be available from 08:00 AM until 5:00 PM (CDT) on Tuesday, 19 March 2024. System maintenance will be performed during this time.Please submit any questions you may have via the TACC User Portal.https://tacc.utexas.edu/portal/tickets

Upcoming at TACC: From Project Allocation to Job Submission: Your First Steps at TACC March 5, 2024 | 11:00AM – 12:00PM CST virtual / online only This training will provide an overview of essential tasks related to utilizing TACC resources effectively, including: - the process of requesting an allocation - connecting to the machines - transferring files to and from the system - utilizing an idev session for interactive work - managing modules - understanding Slurm job submission files - executing basic job management tasks (e.g. job submission, cancellation, and monitoring) Register here: https://tacc.utexas.edu/use-tacc/training/2024/from-project-allocation-to-job-submission/ Maximum 30 attendees; registrants will be notified within one week of registration. CMake with Victor Eijkhout Friday April 12 | 9:00AM – 12:00PM CST On site at TACC Advanced Computing Building This tutorial covers CMake in three increasingly sophisticated stages: using CMake, creating packages, and sharing packages with CMake users. Register here: https://tacc.utexas.edu/use-tacc/training/2024/cmake/ Maximum 30 attendees; registrants will be notified within one week of registration. SAVE THE DATE for TACC SUMMER INSTITUTES -- REGISTRATION OPENS APRIL 1!  Per our policy, attendees must have an active TACC account to participate in training activities on TACC resources. To verify your login information and ensure your account is active, or to create a TACC account* please visit https://accounts.tacc.utexas.edu/ at least one week prior to the start of the training. *If you are creating a new TACC account, we recommend using your institution email address (e.g. name@utexas.edu) for prompt verification and approval.

Registration for TACC Summer Institutes Opens April 1st!CLOSING TODAY:C++ for C Programmers with Victor EijkhoutThis training will be on site at TACC in the Advanced Computing Building; maximum 30 attendees -- registrants will be notified within one week of registration Friday Feb 16 | 9:00AM – 12:00PM CST (session 1 of 2)Friday Feb 23 | 9:00AM – 12:00PM CST (session 2 of 2)In this tutorial, we explore C++ from the point of view of what it adds to C, and which C mechanisms should not longer be used.Section 1 of 2: A quick introduction to object-oriented programming for intermediate level C programmers; C++ containers as replacement of C array mechanisms.Section 2 of 2: Discusses various modern C++ mechanisms, for both C programmers and aspiring intermediate C++ programmers; an opportunity for attendees to workshop their own code alongside TACC staff and receive feedback.Register here: https://tacc.utexas.edu/use-tacc/training/2024/c-for-c-programmers/Per our policy, attendees must have an active TACC account to participate in training activities on TACC resources. To verify your login information and ensure your account is active, or to create a TACC account* please visit https://accounts.tacc.utexas.edu/ at least one week prior to the start of the training. *If you are creating a new TACC account, we recommend using your institution email address (e.g. name@utexas.edu) for prompt verification and approval.All upcoming trainings can be found here: https://tacc.utexas.edu/use-tacc/training/

Registration Open: CLOSING SOON:  C++ for C Programmers with Victor Eijkhout This training will be on site at TACC in the Advanced Computing Building; maximum 30 attendees -- registrants will be notified within one week of registration Friday Feb 16 | 9:00AM – 12:00PM CST (session 1 of 2)Friday Feb 23 | 9:00AM – 12:00PM CST (session 2 of 2)In this tutorial, we explore C++ from the point of view of what it adds to C, and which C mechanisms should not longer be used.Section 1 of 2: A quick introduction to object-oriented programming for intermediate level C programmers; C++ containers as replacement of C array mechanisms.Section 2 of 2: Discusses various modern C++ mechanisms, for both C programmers and aspiring intermediate C++ programmers; an opportunity for attendees to workshop their own code alongside TACC staff and receive feedback.Register here: https://tacc.utexas.edu/use-tacc/training/2024/c-for-c-programmers/CMake with Victor Eijkhout This training will be on site at TACC in the Advanced Computing Building; maximum 30 attendees -- registrants will be notified within one week of registration.Friday April 12 | 9:00AM – 12:00PM CSTThis tutorial covers CMake in three increasingly sophisticated stages: using CMake, creating packages, and sharing packages with CMake users. Register here: https://tacc.utexas.edu/use-tacc/training/2024/cmake/Per our policy, attendees must have an active TACC account to participate in training activities on TACC resources. To verify your login information and ensure your account is active, or to create a TACC account* please visit https://accounts.tacc.utexas.edu/ at least one week prior to the start of the training. *If you are creating a new TACC account, we recommend using your institution email address (e.g. name@utexas.edu) for prompt verification and approval.

Today, at 4pm, the queues for Stampede2 will close permanently. Jobs that are already in the queue will complete their runs. No new jobs will be accepted. Stampede2 login nodes will remain up so that you may continue to transfer data to Stampede3: https://docs.tacc.utexas.edu/hpc/stampede3/#migratingIf you would like to request an allocation for Stampede3, you may do so here: https://allocations.access-ci.org/Thank you for using Stampede2!If you have any questions, please submit a ticket here: https://tacc.utexas.edu/portal/tickets

Today at 4pm the queues for Stampede2 will close permanently. Jobs that are already in the queue will complete their runs. No new jobs will be accepted. Stampede2 login nodes will remain up so that you may continue to transfer data to Stampede3: https://docs.tacc.utexas.edu/hpc/stampede3/#migratingIf you would like to request an allocation on Stampede3, you may do so here: https://allocations.access-ci.org/Thank you for using Stampede2! If you have any questions please submit a ticket here: https://tacc.utexas.edu/portal/tickets

Registration Open: C++ for C Programmers with Victor Eijkhout This training will be on site at TACC in the Advanced Computing Building; maximum 30 attendees -- registrants will be notified within one week of registration Friday Feb 16 | 9:00AM – 12:00PM CST (session 1 of 2) Friday Feb 23 | 9:00AM – 12:00PM CST (session 2 of 2)In this tutorial, we explore C++ from the point of view of what it adds to C, and which C mechanisms should not longer be used. Section 1 of 2: A quick introduction to object-oriented programming for intermediate level C programmers; C++ containers as replacement of C array mechanisms.Section 2 of 2: Discusses various modern C++ mechanisms, for both C programmers and aspiring intermediate C++ programmers; an opportunity for attendees to workshop their own code alongside TACC staff and receive feedback.Register here: https://tacc.utexas.edu/use-tacc/training/2024/c-for-c-programmers/  CMake with Victor EijkhoutThis training will be on site at TACC in the Advanced Computing Building; maximum 30 attendees -- registrants will be notified within one week of registrationFriday April 12 | 9:00AM – 12:00PM CSTThis tutorial covers CMake in three increasingly sophisticated stages: using CMake, creating packages, and sharing packages with CMake users. These trainings will be on site at TACC in the Advanced Computing Building.Register here: https://tacc.utexas.edu/use-tacc/training/2024/cmake/  Per our policy, attendees must have an active TACC account to participate in training activities on TACC resources. To verify your login information and ensure your account is active, or to create a TACC account* please visit https://accounts.tacc.utexas.edu/ at least one week prior to the start of the training.*If you are creating a new TACC account, we recommend using your institution email address (e.g. name@utexas.edu) for prompt verification and approval.

Starting at 8:00 AM (CST) today (01/30/24), TACC experienced a power outage that impacted all services. As of 3:45 PM, most services have been restored. Thank you for your patience while we resolved this issue.If you continue to see irregularities, please submit a ticket here: https://tacc.utexas.edu/about/help/

High Performance Computing (HPC) at TACC February 12-13, 20249:00 AM – 4:30 PM CST This training will be on site at TACC in the Advanced Computing Building.Register here:  https://tacc.utexas.edu/use-tacc/training/Maximum 30 attendees; registrants will be notified via email within 1 week of submission.Introduction to Parallel Computing Introduction and motivation to parallel computing, with a lab on TACC resources Edit and compile code, submit jobs to the queue CUDA Programming: Basics in C and Fortran This session is intended for intermediate-level C/C++ and Fortran programmers who are interested in making the first steps towards CUDA programming for GPUs. CUDA code accommodates architectural features of GPUs. Several key elements of the hardware and the software, i.e. How the execution of a loop matches the grid and block structure of the hardware How user-managed cache memory is leveraged for speed how data is transferred asynchronously from host to device MPI: Beginner and Intermediate Basic concepts of the Message Passing Interface (MPI) library for large scale parallel programming Interactive combination of lectures and code walk-throughs HPC Tools HPC tools specifically designed for complex user environments (Lmod, Sanity Tool) Tools for workflow management (ibrun, launcher, launcher-GPU, Pylauncher) Tools for job monitoring and profiling (Remora, TACC-Stat, core_usage, amask) Other tools per participant interest MPI with Containers Methods for running containers on HPC systems including advanced tasks like utilizing GPUs for computation and MPI for parallel jobs Docker to perform multi-stage and multi-architecture builds Per our policy, attendees must have an active TACC account to participate in training activities on TACC resources. To verify that your login information for an existing account is current and that your account is active, or to create a TACC account,* please visit https://accounts.tacc.utexas.edu/ at least one week prior to the start of the training to ensure that TACC staff can review and approve your account request. *If you are creating a new TACC account, we recommend that you use your institution email address (e.g. name@utexas.edu) for prompt account approval and verification.

Beginning Monday, January 8th, 2024, Globus will be transitioning to version 5.4. This will impact all TACC researchers who use Globus and will require you to update your profile to continue using the Globus service. Use the following steps to update your profile: Find you ePPN associated with your Globus access by going to https://cilogon.org/ and logging in. You will find your ePPN under User Attributes. Login to your TACC user profile here: https://accounts.tacc.utexas.edu. Select ePPN on the left menu and then enter your ePPN in the field at the top of the page and save. Allow at least 15 minutes for your change to propagate through the system. After you have completed these steps, you will be able to use the Globus File Manager (https://app.globus.org) as usual. Please make sure you select an endpoint that has "GCS v5.4" in the title. If you encounter any issues, please submit a ticket here: https://tacc.utexas.edu/portal/tickets

Containers at TACC | Tuesday, January 23, 2024  This training is virtual only from 9AM CST - 4PM CST. (Registrants will receive Zoom information just prior to the start of the course.) Software containers are an important common currency for portable and reproducible computing. Learn best practices on building, using, and sharing Docker and Singularity / Apptainer containers in this hands-on workshop. Also learn how to run those containers on TACC HPC systems, including MPI and GPU aware containers.  Register here: https://www.tacc.utexas.edu/use-tacc/training/ Per our policy, attendees must have an active TACC account to participate in training activities on TACC resources. To verify that your login information for an existing account is current and that your account is active, or to create a TACC account, please visit https://accounts.tacc.utexas.edu/ at least one week prior to the start of the training to ensure that TACC staff can review and approve your account request. *If you are creating a new TACC account, we recommend that you use your institution email address (e.g. name@utexas.edu) for prompt account approval and verification.

Containers at TACC | Tuesday, January 23rd, 2024 This training is virtual only from 9AM CST - 4PM CST. (Registrants will receive Zoom information just prior to the start of the course.) Software containers are an important common currency for portable and reproducible computing. Learn best practices on building, using, and sharing Docker and Singularity / Apptainer containers in this hands-on workshop. Also learn how to run those containers on TACC HPC systems, including MPI and GPU aware containers. Register here: https://www.tacc.utexas.edu/use-tacc/training/ Per our policy, attendees must have an active TACC account to participate in training activities on TACC resources. To verify that your login information for an existing account is current and that your account is active, or to create a TACC account, please visit https://accounts.tacc.utexas.edu/ at least one week prior to the start of the training to ensure that TACC staff can review and approve your account request. *If you are creating a new TACC account, we recommend that you use your institution email address (e.g. name@utexas.edu) for prompt account approval and verification.

Lonestar6 has a new queue, "gpu-a100-small" designed for users who do not need a node's entire 3 GPUs in the "gpu-a100" queue. The jobs in this queue consume 1/3 of the full resources of a full node. If your job uses only a single GPU and less than 70GB of memory, you should try running in the "gpu-a100-small" queue. The charge rate for the "gpu-a100-small" queue is 1.5 SUs per node hour. Please submit any questions you may have through the TACC Consulting System or feedback form. https://tacc.utexas.edu/portal/ticketshttps://tacc.utexas.edu/about/help/

CMake with Victor Eijkhout | December 1, 2023 register HERE: https://www.tacc.utexas.edu/use-tacc/training/2023/cmake/This training is virtual / webinar from 10AM CST - 12PM CST. CMake is a build system for packages -- applications and libraries -- written in C++, C, or Fortran. It is also the basis of an eco-system, making it possible for one package to find another, and incorporate it. This short course covers CMake in three, increasingly sophisticated stages: - Help! This software uses CMake! - Help! CMake needs other packages! - Help! I want other people to use my CMake package! -------------Per our policy, attendees must have an active TACC account to participate in training activities on TACC resources. To verify that your login information for an existing account is current and that your account is active, or to create a TACC account, please visit https://accounts.tacc.utexas.edu/ at least one week prior to the start of the training to ensure that TACC staff can review and approve your account request. *If you are creating a new TACC account, we recommend that you use your institution email address (e.g. name@utexas.edu) for prompt account approval and verification.

REGISTER for TACC trainings: https://www.tacc.utexas.edu/use-tacc/training/ *stay tuned for a CMake tutorial on 12/1 -- registration opening soon!Registration is limited and closes Friday 10/20:HPC @ TACC | November 1-2, 2023 (closes at capacity)Virtual only 10AM CST - 4PM CST In this hands-on tutorial, we will explore methods for running containers on HPC systems including advanced tasks like utilizing GPUs for computation and MPI for parallel jobs Docker to perform multi-stage and multi-architecture builds.  - Introduction and motivation to parallel computing, which includes an introductory lab on TACC resources. - Edit and compile code, submit jobs to the queue - MPI: beginner and intermediate - Basic concepts of the Message Passing Interface (MPI) library for large scale parallel programming - Interactive combination of lectures and code walk-throughs - HPC tools specifically designed for complex user environments (Lmod, Sanity Tool) - Tools for workflow management (ibrun, launcher, launcher-GPU, Pylauncher) - Tools for job monitoring and profiling (Remora, TACC-Stat, core_usage, amask) - Other tools per participant interest - MPI with containers  ________________ Machine Learning | November 6-8, 2023 (closes at capacity)Virtual only 10AM CST - 4PM CST TACC’s Machine Learning training is designed to give participants fundamental knowledge of machine learning (ML) and deep learning (DL) techniques as well as experience with hands-on tutorials running ML and DL workflows on HPC systems. Participants will learn the basics of how to start using the computing clusters at TACC for ML and DL analysis. They will also learn fundamentals and theory of ML and DL techniques, and explore example applications of how ML and DL techniques can be applied on TACC’s HPC clusters. This training is virtual on the following days: Nov. 6: Computing cluster and Python environment at TACC Nov. 7: Introduction to ML, supervised learning methods, and their applications Nov. 8: Introduction to Deep Learning and its applications ________________ Per our policy, attendees must have an active TACC account to participate in training activities on TACC resources. To verify that your login information for an existing account is current and that your account is active, or to create a TACC account, please visit https://accounts.tacc.utexas.edu/ at least one week prior to the start of the training to ensure that TACC staff can review and approve your account request. *If you are creating a new TACC account, we recommend that you use your institution email address (e.g. name@utexas.edu) for prompt account approval and verification. 

REGISTER for TACC trainings: https://www.tacc.utexas.edu/use-tacc/training/ *stay tuned for a CMake tutorial on 12/1 -- registration opening soon!Registration is limited and closes Friday 10/20:HPC @ TACC | November 1-2, 2023 (closes at capacity)Virtual only 10AM CST - 4PM CST In this hands-on tutorial, we will explore methods for running containers on HPC systems including advanced tasks like utilizing GPUs for computation and MPI for parallel jobs Docker to perform multi-stage and multi-architecture builds.  - Introduction and motivation to parallel computing, which includes an introductory lab on TACC resources. - Edit and compile code, submit jobs to the queue - MPI: beginner and intermediate - Basic concepts of the Message Passing Interface (MPI) library for large scale parallel programming - Interactive combination of lectures and code walk-throughs - HPC tools specifically designed for complex user environments (Lmod, Sanity Tool) - Tools for workflow management (ibrun, launcher, launcher-GPU, Pylauncher) - Tools for job monitoring and profiling (Remora, TACC-Stat, core_usage, amask) - Other tools per participant interest - MPI with containers  ________________ Machine Learning | November 6-8, 2023 (closes at capacity)Virtual only 10AM CST - 4PM CST TACC’s Machine Learning training is designed to give participants fundamental knowledge of machine learning (ML) and deep learning (DL) techniques as well as experience with hands-on tutorials running ML and DL workflows on HPC systems. Participants will learn the basics of how to start using the computing clusters at TACC for ML and DL analysis. They will also learn fundamentals and theory of ML and DL techniques, and explore example applications of how ML and DL techniques can be applied on TACC’s HPC clusters. This training is virtual on the following days: Nov. 6: Computing cluster and Python environment at TACC Nov. 7: Introduction to ML, supervised learning methods, and their applications Nov. 8: Introduction to Deep Learning and its applications ________________ Per our policy, attendees must have an active TACC account to participate in training activities on TACC resources. To verify that your login information for an existing account is current and that your account is active, or to create a TACC account, please visit https://accounts.tacc.utexas.edu/ at least one week prior to the start of the training to ensure that TACC staff can review and approve your account request. *If you are creating a new TACC account, we recommend that you use your institution email address (e.g. name@utexas.edu) for prompt account approval and verification. 

REGISTER for TACC trainings: https://www.tacc.utexas.edu/use-tacc/training/ *stay tuned for a CMake tutorial on 12/1 -- registration opening soon!Registration is limited and closes Friday 10/20:HPC @ TACC | November 1-2, 2023 (closes at capacity)Virtual only 10AM CST - 4PM CST In this hands-on tutorial, we will explore methods for running containers on HPC systems including advanced tasks like utilizing GPUs for computation and MPI for parallel jobs Docker to perform multi-stage and multi-architecture builds.  - Introduction and motivation to parallel computing, which includes an introductory lab on TACC resources. - Edit and compile code, submit jobs to the queue - MPI: beginner and intermediate - Basic concepts of the Message Passing Interface (MPI) library for large scale parallel programming - Interactive combination of lectures and code walk-throughs - HPC tools specifically designed for complex user environments (Lmod, Sanity Tool) - Tools for workflow management (ibrun, launcher, launcher-GPU, Pylauncher) - Tools for job monitoring and profiling (Remora, TACC-Stat, core_usage, amask) - Other tools per participant interest - MPI with containers  ________________ Machine Learning | November 6-8, 2023 (closes at capacity)Virtual only 10AM CST - 4PM CST TACC’s Machine Learning training is designed to give participants fundamental knowledge of machine learning (ML) and deep learning (DL) techniques as well as experience with hands-on tutorials running ML and DL workflows on HPC systems. Participants will learn the basics of how to start using the computing clusters at TACC for ML and DL analysis. They will also learn fundamentals and theory of ML and DL techniques, and explore example applications of how ML and DL techniques can be applied on TACC’s HPC clusters. This training is virtual on the following days: Nov. 6: Computing cluster and Python environment at TACC Nov. 7: Introduction to ML, supervised learning methods, and their applications Nov. 8: Introduction to Deep Learning and its applications ________________ Per our policy, attendees must have an active TACC account to participate in training activities on TACC resources. To verify that your login information for an existing account is current and that your account is active, or to create a TACC account, please visit https://accounts.tacc.utexas.edu/ at least one week prior to the start of the training to ensure that TACC staff can review and approve your account request. *If you are creating a new TACC account, we recommend that you use your institution email address (e.g. name@utexas.edu) for prompt account approval and verification.