| layout | venue | address | country | language | latitude | longitude | humandate | humantime | startdate | enddate | instructor | helper | collaborative_notes | eventbrite | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
workshop |
UW-Madison |
online |
us |
en |
45 |
-1 |
May 29-31, 2024 |
8:30 am - 12:30 pm CST |
2024-05-29 |
2024-05-31 |
|
|
|
887885337947 |
{% comment %} See instructions in the comments below for how to edit specific sections of this workshop template. {% endcomment %}
{% comment %} HEADER
Edit the values in the block above to be appropriate for your workshop. If the value is not 'true', 'false', 'null', or a number, please use double quotation marks around the value, unless specified otherwise. And run 'make workshop-check' before committing to make sure that changes are good. {% endcomment %}
{% comment %} 8< ============= For a workshop delete from here =============
8< ============================= until here ================== {% endcomment %}
{% comment %} Check DC curriculum {% endcomment %}
{% if site.carpentry == "dc" %} {% unless site.curriculum == "dc-astronomy" or site.curriculum == "dc-ecology" or site.curriculum == "dc-genomics" or site.curriculum == "dc-geospatial" or site.curriculum == "dc-image" or site.curriculum == "dc-socsci" %}
_config.yml file (current value in _config.yml: "{{ site.curriculum }}", possible values: dc-image, dc-astronomy, dc-ecology, dc-genomics, dc-socsci, or dc-geospatial). After editing this file, you need to run make serve again to see the changes reflected.
{% comment %} Check SWC curriculum {% endcomment %}
{% if site.carpentry == "swc" %} {% unless site.curriculum == "swc-inflammation" or site.curriculum == "swc-gapminder" %}
_config.yml file (current value in _config.yml: "{{ site.curriculum }}", possible values: swc-inflammation, or swc-gapminder). After editing this file, you need to run make serve again to see the changes reflected.
{% comment %} EVENTBRITE
This block includes the Eventbrite registration widget if 'eventbrite' has been set in the header. You can delete it if you are not using Eventbrite, or leave it in, since it will not be displayed if the 'eventbrite' field in the header is not set. {% endcomment %} {% if page.eventbrite %} Some adblockers block the registration window. If you do not see the registration box below, please check your adblocker settings.
<iframe src="https://www.eventbrite.com/tickets-external?eid={{page.eventbrite}}&ref=etckt" frameborder="0" width="100%" height="280px" scrolling="auto"> </iframe> {% endif %}{% comment %} INTRODUCTION
Edit the general explanatory paragraph below if you want to change the pitch. {% endcomment %}
{% if site.carpentry == "swc" %} {% include swc/intro.html %} {% elsif site.carpentry == "dc" %} {% include dc/intro.html %} {% elsif site.carpentry == "lc" %} {% include lc/intro.html %} {% endif %}
{% if site.pilot %} This is a hands-on introduction to the first steps in deep learning, intended for students and researchers who are familiar with...
- machine learning, including data cleaning, train & test splits, type of problems (regression, classification), overfitting & underfitting, metrics (accuracy, recall, etc.)
- Python programming, including the Pandas package, how to create functions, how to write loops, and experience with conditional logic
Please take the pre-workshop survey to verify you meet the prerequisites and to give the instructors a better understanding of learners' backgrounds.
The use of deep learning has seen a sharp increase of popularity and applicability over the last decade. While deep learning can be a useful tool for researchers from a wide range of domains, taking the first steps in the world of deep learning can be somewhat intimidating. This introduction aims to cover the basics of deep learning in a practical and hands-on manner, so that upon completion, you will be able to train your first neural network and understand what next steps to take to improve the model.
We start with explaining the basic concepts of neural networks, and then go through the different steps of a deep learning workflow. Learners will learn how to prepare data for deep learning, how to implement a basic deep learning model in Python with Keras, how to monitor and troubleshoot the training process and how to implement different layer types such as convolutional layers.
{% endif %}
{% comment %} AUDIENCE
Explain who your audience is. (In particular, tell readers if the workshop is only open to people from a particular institution. {% endcomment %} {% if site.carpentry == "swc" %} {% include swc/who.html %} {% elsif site.carpentry == "dc" %} {% include dc/who.html %} {% elsif site.carpentry == "lc" %} {% include lc/who.html %} {% endif %}
{% comment %} LOCATION
This block displays the address and links to maps showing directions if the latitude and longitude of the workshop have been set. You can use https://www.latlong.net/ to find the lat/long of an address. {% endcomment %} {% assign begin_address = page.address | slice: 0, 4 | downcase %} {% if page.address == "online" %} {% assign online = "true_private" %} {% elsif begin_address contains "http" %} {% assign online = "true_public" %} {% else %} {% assign online = "false" %} {% endif %} {% if page.latitude and page.longitude and online == "false" %}
Where: {{page.address}}. Get directions with OpenStreetMap or Google Maps.
{% elsif online == "true_public" %}Where: online at {{page.address}}. If you need a password or other information to access the training, the instructor will pass it on to you before the workshop.
{% elsif online == "true_private" %}Where: This training will take place online. The instructors will provide you with the information you will need to connect to this meeting.
{% endif %}{% comment %} DATE
This block displays the date and links to Google Calendar. {% endcomment %} {% if page.humandate %}
When: {{page.humandate}}, {{page.humantime}}. {% include workshop_calendar.html %}
{% endif %}{% comment %} SPECIAL REQUIREMENTS
Modify the block below if there are any special requirements. {% endcomment %}
Requirements: {% if online == "false" %} Participants must bring a laptop with a Mac, Linux, or Windows operating system (not a tablet, Chromebook, etc.) that they have administrative privileges on. {% else %} Participants must have access to a computer with a Mac, Linux, or Windows operating system (not a tablet, Chromebook, etc.) that they have administrative privileges on. {% endif %} They should have a few specific software packages installed (listed below).
{% comment %} ACCESSIBILITY
Modify the block below if there are any barriers to accessibility or special instructions. {% endcomment %}
Accessibility: {% if online == "false" %} We are committed to making this workshop accessible to everybody. For workshops at a physical location, the workshop organizers have checked that:
- The room is wheelchair / scooter accessible.
- Accessible restrooms are available.
Materials will be provided in advance of the workshop and large-print handouts are available if needed by notifying the organizers in advance. If we can help making learning easier for you (e.g. sign-language interpreters, lactation facilities) please get in touch (using contact details below) and we will attempt to provide them.
{% else %} We are dedicated to providing a positive and accessible learning environment for all. We do not require participants to provide documentation of disabilities or disclose any unnecessary personal information. However, we do want to help create an inclusive, accessible experience for all participants. We encourage you to share any information that would be helpful to make your Carpentries experience accessible. To request an accommodation for this workshop, please fill out the accommodation request form. If you have questions or need assistance with the accommodation form please email us. {% endif %}{% comment %} CONTACT EMAIL ADDRESS
Display the contact email address set in the configuration file. {% endcomment %}
Contact: Please email {% if page.email %} {% for email in page.email %} {% if forloop.last and page.email.size > 1 %} or {% else %} {% unless forloop.first %} , {% endunless %} {% endif %} {{email}} {% endfor %} {% else %} to-be-announced {% endif %} for more information.
Roles: To learn more about the roles at the workshop (who will be doing what), refer to our Workshop FAQ.
{% comment %} WHO CAN ATTEND?
If you would like to specify who can attend the workshop, you can use the section below.
Move the 'endcomment' tag above the beginning of the following
tag to make this section visible.
Edit the text to match who can attend the workshop. For instance:
- This workshop is open to affiliates to ABC university.
- This workshop is open to the public.
- If you are interested in attending this workshop, contact me@example.com for more information
Who can attend?: This workshop is open to ....
{% endcomment %}{% comment%} CODE OF CONDUCT {% endcomment %}
Everyone who participates in Carpentries activities is required to conform to the Code of Conduct. This document also outlines how to report an incident if needed.
Report a Code of Conduct Incident
{% comment %} Collaborative Notes
If you want to use an Etherpad, go to
https://pad.carpentries.org/YYYY-MM-DD-site
where 'YYYY-MM-DD-site' is the identifier for your workshop, e.g., '2015-06-10-esu'.
Note we also have a CodiMD (the open-source version of HackMD) available at https://codimd.carpentries.org {% endcomment %} {% if page.collaborative_notes %}
We will use this collaborative document for chatting, taking notes, and sharing URLs and bits of code.
{% endif %}
{% comment %} SURVEYS - DO NOT EDIT SURVEY LINKS {% endcomment %}
Please be sure to complete these surveys before and after the workshop.
{% if site.carpentry == "incubator" %} {% elsif site.incubator_pre_survey or site.incubator_post_survey %}{% comment %} SCHEDULE
Show the workshop's schedule.
Small changes to the schedule can be made by modifying the
schedule.html found in the _includes folder for your
workshop type (swc, lc, or dc). Edit the items and
times in the table to match your plans. You may also want to
change 'Day 1' and 'Day 2' to be actual dates or days of the
week.
For larger changes, a blank template for a 4-day workshop
(useful for online teaching for instance) can be found in
_includes/custom-schedule.html. Add the times, and what
you will be teaching to this file. You may also want to add
rows to the table if you wish to break down the schedule
further. To use this custom schedule here, replace the block
of code below the Schedule <h2> header below with
{% include custom-schedule.html %}.
{% endcomment %}
{% if site.carpentry == "swc" %} {% include swc/schedule.html %} {% elsif site.carpentry == "dc" %} {% include dc/schedule.html %} {% elsif site.carpentry == "lc" %} {% include lc/schedule.html %} {% elsif site.carpentry == "incubator" %} Please check the lesson site for a list of lesson sections and estimated timings.
{% endif %}
{% comment %} Edit/replace the text above if you want to include a schedule table. See the contents of the _includes/custom-schedule.html file for an example of how one of these schedule tables is constructed. {% endcomment %}
{% if site.pilot %} The lesson taught in this workshop is being piloted and a precise schedule is yet to be established. The workshop will include regular breaks. Please contact the workshop organizers if you would like more information about the planned schedule. {% endif %}
{% comment %} SETUP
Delete irrelevant sections from the setup instructions. Each section is inside a 'div' without any classes to make the beginning and end easier to find.
This is the other place where people frequently make mistakes, so please preview your site before committing, and make sure to run 'tools/check' as well. {% endcomment %}
To participate in a {% if site.carpentry == "swc" %} Software Carpentry {% elsif site.carpentry == "dc" %} Data Carpentry {% elsif site.carpentry == "lc" %} Library Carpentry {% endif %} workshop, you will need access to software as described below. In addition, you will need an up-to-date web browser.
We maintain a list of common issues that occur during installation as a reference for instructors that may be useful on the Configuration Problems and Solutions wiki page.
{% comment %} For online workshops, the section below provides:
- installation instructions for the Zoom client
- recommendations for setting up Learners' workspace so they can follow along the instructions and the videoconferencing
If you do not use Zoom for your online workshop, edit the file
_includes/install_instructions/videoconferencing.html
to include the relevant installation instructions.
{% endcomment %}
{% if online != "false" %}
{% include install_instructions/videoconferencing.html %}
{% endif %}
{% comment %} These are the installation instructions for the tools used during the workshop. {% endcomment %}
{% if site.carpentry == "swc" %} {% include swc/setup.html %} {% elsif site.carpentry == "dc" %} {% include dc/setup.html %} {% elsif site.carpentry == "lc" %} {% include lc/setup.html %} {% elsif site.carpentry == "incubator" %} Please check the "Setup" page of the [lesson site]({{ site.incubator_lesson_site }}) for instructions to follow to obtain the software and data you will need to follow the lesson. Be sure to check your setup prior to the workshop — the earlier the better. If you need any assistance, please visit the Data Science Hub at Coding Meetup on Thursdays, 2:30-4:30pm. For appointments outside of Coding Meetup, please email endemann@wisc.edu. {% endif %}