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    -

    Industry networking event!

    - - Poster for an industry networking event. Click this link to be redirected to the Eventbrite page. - -
    - +

    Current Projects

    NHL Panic Index Project

    From ee8d93d8c5da3b944922e1417a75eaa7052f1e07 Mon Sep 17 00:00:00 2001 From: Jacob Winch Date: Sun, 31 Dec 2023 21:13:14 -0700 Subject: [PATCH 08/16] Updated Logo Size --- src/pages/index.astro | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pages/index.astro b/src/pages/index.astro index 328f2c72..7693cd98 100644 --- a/src/pages/index.astro +++ b/src/pages/index.astro @@ -9,7 +9,7 @@ import Calendar from '@components/Calendar.astro' <>
    - UAIS Logo + UAIS Logo

    Undergraduate Artificial Intelligence Society

    From 0c495fab49409e1c149b80b81c1b4b9f2d3d7a57 Mon Sep 17 00:00:00 2001 From: Jacob Winch Date: Sun, 31 Dec 2023 21:34:04 -0700 Subject: [PATCH 09/16] Added online_courses section to getting started --- src/data/online_courses.md | 15 +++++++++++++++ src/pages/getting-started.astro | 7 +++++++ 2 files changed, 22 insertions(+) create mode 100644 src/data/online_courses.md diff --git a/src/data/online_courses.md b/src/data/online_courses.md new file mode 100644 index 00000000..2c2c4ce2 --- /dev/null +++ b/src/data/online_courses.md @@ -0,0 +1,15 @@ ++ [Google Dataset Search](https://datasetsearch.research.google.com/) ++ From hands-on ML by Geron: + + Open Repos + + [UC Irvine ML Repo](http://archive.ics.uci.edu/ml/) + + [Kaggle datasets](https://www.kaggle.com/datasets) + + [AWS datasets](http://aws.amazon.com/fr/datasets/) + + Meta portals + + [Data Portals](http://dataportals.org/search) + + [OpenDataMonitor](http://opendatamonitor.eu/) + + [Quandl](http://quandl.com/) + + Others + + [Wikipedia](https://goo.gl/SJHN2k) + + [Quora](http://goo.gl/zDR78y) + + [Subreddit](https://www.reddit.com/r/datasets) ++ [Wikipedia main one](https://en.wikipedia.org/wiki/List_of_datasets_for_machine-learning_research) \ No newline at end of file diff --git a/src/pages/getting-started.astro b/src/pages/getting-started.astro index 2d29a72b..0ad2d79e 100644 --- a/src/pages/getting-started.astro +++ b/src/pages/getting-started.astro @@ -2,6 +2,7 @@ import Layout from '@layouts/Default.astro' import * as gettingStarted from '@data/getting-started.md' import * as datasets from '@data/datasets.md' +import * as online_courses from '@data/online_courses.md' import { courses, lectures, etc as misc } from '@data/resources.json' --- @@ -13,6 +14,12 @@ import { courses, lectures, etc as misc } from '@data/resources.json'
    +
    +

    Online Courses

    +

    These are some introductory online courses to get you started

    +
    +
    +

    Datasets

    These are some free datasets to use

    From 30333ae030bb29c58ddc9378ee7f4e52df8f9cf8 Mon Sep 17 00:00:00 2001 From: Jacob Winch Date: Sun, 31 Dec 2023 21:53:37 -0700 Subject: [PATCH 10/16] Updated online_courses.md: --- src/data/online_courses.md | 21 ++++++--------------- src/pages/index.astro | 2 +- 2 files changed, 7 insertions(+), 16 deletions(-) diff --git a/src/data/online_courses.md b/src/data/online_courses.md index 2c2c4ce2..57d6ab15 100644 --- a/src/data/online_courses.md +++ b/src/data/online_courses.md @@ -1,15 +1,6 @@ -+ [Google Dataset Search](https://datasetsearch.research.google.com/) -+ From hands-on ML by Geron: - + Open Repos - + [UC Irvine ML Repo](http://archive.ics.uci.edu/ml/) - + [Kaggle datasets](https://www.kaggle.com/datasets) - + [AWS datasets](http://aws.amazon.com/fr/datasets/) - + Meta portals - + [Data Portals](http://dataportals.org/search) - + [OpenDataMonitor](http://opendatamonitor.eu/) - + [Quandl](http://quandl.com/) - + Others - + [Wikipedia](https://goo.gl/SJHN2k) - + [Quora](http://goo.gl/zDR78y) - + [Subreddit](https://www.reddit.com/r/datasets) -+ [Wikipedia main one](https://en.wikipedia.org/wiki/List_of_datasets_for_machine-learning_research) \ No newline at end of file ++ [AI For Everyone](https://www.coursera.org/learn/ai-for-everyone) + + The "AI for Everyone" course on Coursera is a non-technical program that educates participants about AI, its potential applications, and its societal impacts, helping non-technical professionals understand and strategize around AI technologies. ++ [Machine Learning Specialization](https://www.coursera.org/specializations/machine-learning-introduction) + + The Machine Learning Specialization on Coursera, crafted by Andrew Ng, is a foundational program for beginners that teaches foundational AI concepts through a visual approach, followed by coding and mathematics. It's expanded into three courses and is designed to be approachable for those with no prior math or rigorous coding background, making core curriculum more accessible​ ++ [Hugging Face Natural Language Processing Course](https://huggingface.co/learn/nlp-course/chapter1/1) + + Hugging Face's NLP course is designed to provide a comprehensive understanding of natural language processing using the latest tools and techniques. It's geared towards practitioners looking to apply NLP in real-world scenarios, offering hands-on experience with cutting-edge models and libraries. diff --git a/src/pages/index.astro b/src/pages/index.astro index 7693cd98..b1f0605a 100644 --- a/src/pages/index.astro +++ b/src/pages/index.astro @@ -9,7 +9,7 @@ import Calendar from '@components/Calendar.astro' <>
    - UAIS Logo + UAIS Logo

    Undergraduate Artificial Intelligence Society

    From a9b0eda823b4b704d06e06c3691501862f4e1d08 Mon Sep 17 00:00:00 2001 From: Jacob Winch Date: Sun, 31 Dec 2023 21:56:44 -0700 Subject: [PATCH 11/16] Added a period to online_courses.md --- src/data/online_courses.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/data/online_courses.md b/src/data/online_courses.md index 57d6ab15..66d8e160 100644 --- a/src/data/online_courses.md +++ b/src/data/online_courses.md @@ -1,6 +1,6 @@ + [AI For Everyone](https://www.coursera.org/learn/ai-for-everyone) + The "AI for Everyone" course on Coursera is a non-technical program that educates participants about AI, its potential applications, and its societal impacts, helping non-technical professionals understand and strategize around AI technologies. + [Machine Learning Specialization](https://www.coursera.org/specializations/machine-learning-introduction) - + The Machine Learning Specialization on Coursera, crafted by Andrew Ng, is a foundational program for beginners that teaches foundational AI concepts through a visual approach, followed by coding and mathematics. It's expanded into three courses and is designed to be approachable for those with no prior math or rigorous coding background, making core curriculum more accessible​ + + The Machine Learning Specialization on Coursera, crafted by Andrew Ng, is a foundational program for beginners that teaches foundational AI concepts through a visual approach, followed by coding and mathematics. It's expanded into three courses and is designed to be approachable for those with no prior math or rigorous coding background, making core curriculum more accessible​. + [Hugging Face Natural Language Processing Course](https://huggingface.co/learn/nlp-course/chapter1/1) + Hugging Face's NLP course is designed to provide a comprehensive understanding of natural language processing using the latest tools and techniques. It's geared towards practitioners looking to apply NLP in real-world scenarios, offering hands-on experience with cutting-edge models and libraries. From 05cf2e364c810b09b0ec55835d1217ad075f177e Mon Sep 17 00:00:00 2001 From: Jacob Winch Date: Sun, 31 Dec 2023 22:02:26 -0700 Subject: [PATCH 12/16] Changed Logo Size --- src/pages/index.astro | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pages/index.astro b/src/pages/index.astro index b1f0605a..4d6ee54b 100644 --- a/src/pages/index.astro +++ b/src/pages/index.astro @@ -9,7 +9,7 @@ import Calendar from '@components/Calendar.astro' <>
    - UAIS Logo + UAIS Logo

    Undergraduate Artificial Intelligence Society

    From 1f200ea5ac2614bf3ed7592e2abe32526fa96ea9 Mon Sep 17 00:00:00 2001 From: Jacob Winch Date: Sun, 31 Dec 2023 22:28:31 -0700 Subject: [PATCH 13/16] Added 2023 Presentations --- src/data/resources.json | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/src/data/resources.json b/src/data/resources.json index b5520484..0e4d6b1a 100644 --- a/src/data/resources.json +++ b/src/data/resources.json @@ -126,6 +126,24 @@ } ], "presentations": [ + { + "title": "Data Cleaning Workshop", + "name": "Jacob Winch", + "link": "https://colab.research.google.com/drive/1nqyQoPrI4j5zNk1wZDOHWn9igIgSeIZj", + "desc": "A Google Colab notebook going over data cleaning in Python with Pandas, Matplotlib, and Seaborn." + }, + { + "title": "scikit-learn Workshop", + "name": "Taran Purewal", + "link": "https://colab.research.google.com/drive/1t86MEw9lGtnNGfLHsroqkqS-q332PWK7?usp=sharing", + "desc": "A Google Colab notebook going over an intro to machine learning using scikit-learn." + }, + { + "title": "UAIS Projects and AltaML Showcase", + "name": "UAIS Project Teams and Deanna Brousseau and Sevi Zhou from AltaML", + "link": "https://colab.research.google.com/drive/1t86MEw9lGtnNGfLHsroqkqS-q332PWK7?usp=sharing", + "desc": "A showcase of projects that the UAIS was working on in November 2023. Also an introduction to AltaML." + }, { "title": "Welcome to UAIS", "name": "Justin Stevens", From f7ba8b23e473b216b2d87f27d3f9d695f9498a27 Mon Sep 17 00:00:00 2001 From: Jacob Winch Date: Sun, 31 Dec 2023 22:34:35 -0700 Subject: [PATCH 14/16] Updated presentation link --- src/data/resources.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/data/resources.json b/src/data/resources.json index 0e4d6b1a..725854e4 100644 --- a/src/data/resources.json +++ b/src/data/resources.json @@ -141,7 +141,7 @@ { "title": "UAIS Projects and AltaML Showcase", "name": "UAIS Project Teams and Deanna Brousseau and Sevi Zhou from AltaML", - "link": "https://colab.research.google.com/drive/1t86MEw9lGtnNGfLHsroqkqS-q332PWK7?usp=sharing", + "link": "https://docs.google.com/presentation/d/1Nv89uCZENK3p6_vRMy-vLUPPWePKtGiH3NLGp5VTJCs/edit", "desc": "A showcase of projects that the UAIS was working on in November 2023. Also an introduction to AltaML." }, { From 641804adeae4598959909c0d95cdb164356e1d32 Mon Sep 17 00:00:00 2001 From: Jacob-Winch <96808846+Jacob-Winch@users.noreply.github.com> Date: Mon, 1 Jan 2024 11:45:05 -0700 Subject: [PATCH 15/16] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5f403abe..fa74e7d7 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,7 @@ [![Pull Requests Closed](https://img.shields.io/github/issues-pr-closed/UndergraduateArtificialIntelligenceClub/website)](https://github.com/UndergraduateArtificialIntelligenceClub/website/pulls) If you have any **feature requests**, please **open an issue** with the `enhancement` label. -If you would like to **contribute**, please **contact** either [@NickNissen](https://github.com/NickNissen) or [@giancarlopernudisegura](https://github.com/giancarlopernudisegura) on [slack](https://albertaundergradai.slack.com) on the `#website` channel. +If you would like to **contribute**, please **contact** either [@aarushb](https://github.com/aarushb), [@giancarlopernudisegura](https://github.com/giancarlopernudisegura) or [@Jacob-Winch](https://github.com/Jacob-Winch) on [Discord](https://discord.com/invite/KapmJxs) on the `#website` channel. ## Development Environment Setup The website is made with [Nuxt.js](https://nuxtjs.org/), a static site generator based on [Vue](https://vuejs.org/). 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Updated Course List on Getting Started Page --- src/data/resources.json | 82 ++++++++++++++++++--------------- src/pages/getting-started.astro | 2 - 2 files changed, 46 insertions(+), 38 deletions(-) diff --git a/src/data/resources.json b/src/data/resources.json index 2727e913..3aadccfa 100644 --- a/src/data/resources.json +++ b/src/data/resources.json @@ -2,76 +2,86 @@ "courses": [ { "name": "Introduction to Data Science", - "number": "CMPUT 191", - "days": "TH", - "time": "14:00-15:20" + "number": "CMPUT 191" + }, + { + "name": "Introduction to Principles and Techniques of Data Science", + "number": "CMPUT 195" }, { "name": "Ethics of Data Science and Artificial Intelligence", - "number": "CMPUT 200", - "days": "TH", - "time": "11:00-12:20" + "number": "CMPUT 200" }, { "name": "Game Artificial Intelligence", - "number": "CMPUT 256", - "days": "MWF", - "time": "11:00-11:50" + "number": "CMPUT 256" }, { "name": "Introduction to Artificial Intelligence", - "number": "CMPUT 261", - "days": "TH", - "time": "9:30-10:50" + "number": "CMPUT 261" }, { "name": "Basics of Machine Learning", - "number": "CMPUT 267", - "days": "TH", - "time": "12:30-13:50" + "number": "CMPUT 267" }, { "name": "Games, Puzzles, Algorithms", - "number": "CMPUT 355", - "days": "TH", - "time": "9:30-10:50" + "number": "CMPUT 355" }, { "name": "Introduction to Reinforcement Learning", - "number": "CMPUT 365", - "days": "MFW", - "time": "13:00-13:50" + "number": "CMPUT 365" }, { "name": "Search and Planning in Artificial Intelligence", - "number": "CMPUT 366", - "days": "TH", - "time": "14:00-15:20" + "number": "CMPUT 366" }, { "name": "Intermediate Machine Learning", - "number": "CMPUT 367", - "days": "TH", - "time": "15:30-16:50" + "number": "CMPUT 367" }, { "name": "Search, Knowledge and Simulation", - "number": "CMPUT 455", - "days": "TH", - "time": "14:00-15:20" + "number": "CMPUT 455" + }, { "name": "Machine Learning", - "number": "CMPUT 463", - "days": "TH", - "time": "12:30-13:50" + "number": "CMPUT 466" }, { "name": "Artificial Intelligence Capstone", - "number": "CMPUT 469", - "days": "TH", - "time": "11:00-12:20" + "number": "CMPUT 469" + }, + { + "name": "Probabilistic Graphical Models", + "number": "CMPUT 463" + }, + { + "name": "Introduction to Natural Language Processing", + "number": "CMPUT 461" + }, + { + "name": "Visual Recognition", + "number": "CMPUT 328" + }, + { + "name": "Computer Vision", + "number": "CMPUT 428" + }, + { + "name": "Ethics and Artificial Intelligence", + "number": "PHIL 385" + }, + { + "name": "Statistical Methods for Learning and Data Mining", + "number": "STAT 441" + }, + { + "name": "Visual Recognition", + "number": "CMPUT 328" } + ], "lectures": [ { diff --git a/src/pages/getting-started.astro b/src/pages/getting-started.astro index 9baa1bbf..2d29a72b 100644 --- a/src/pages/getting-started.astro +++ b/src/pages/getting-started.astro @@ -26,7 +26,6 @@ import { courses, lectures, etc as misc } from '@data/resources.json' Course Name Course Number - Days and Time @@ -34,7 +33,6 @@ import { courses, lectures, etc as misc } from '@data/resources.json' {course.name} {course.number} - {course.days} {course.time} )} From e6790e4211d5ccdc41aea2f4907dd8662227ffb7 Mon Sep 17 00:00:00 2001 From: Jacob Winch Date: Thu, 28 Dec 2023 15:13:31 -0700 Subject: [PATCH 04/16] Updated Youtube Series --- src/data/resources.json | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/src/data/resources.json b/src/data/resources.json index 3aadccfa..d652f4c6 100644 --- a/src/data/resources.json +++ b/src/data/resources.json @@ -89,14 +89,20 @@ "content": [ { "title": "Machine Learning with Andrew Ng, Stanford University", - "link": "https://www.youtube.com/playlist?list=PLLssT5z_DsK-h9vYZkQkYNWcItqhlRJLN)", + "link": "https://www.youtube.com/watch?v=jGwO_UgTS7I&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU", "desc": "Universally recommended machine learning lectures by Andrew Ng, for beginner and intermediate level machine learning." }, { "title": "Elements of AI", "link": "https://course.elementsofai.com/", "desc": "Free online course made by the University of Helsinki and Reaktor." + }, + { + "title": "Neural Networks: Zero to Hero with Andrej Karpathy", + "link": "https://www.youtube.com/watch?v=VMj-3S1tku0&list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ", + "desc": "A comprehensive educational resource that guides viewers from the basics of neural networks to more advanced concepts, showcasing practical examples and intuitive explanations. The series is known for its clear, engaging teaching style, making complex topics accessible to beginners and those looking to deepen their understanding of deep learning." } + ] }, { @@ -116,11 +122,6 @@ "title": "Deep Learning and Reinforcement Learning Summer School 2018", "link": "http://videolectures.net/DLRLsummerschool2018_toronto/", "desc": "These are the lecture videos from the 2018 DLRL summer school, held by CIFAR, Amii, and the Vector Institute in Toronto. The DLRL summer school is pretty competitive, but the lectures actually vary from introductory to advanced. Links to the slides are also included on the video pages." - }, - { - "title": "Advanced Deep Learning and Reinforcement Learning with DeepMind", - "link": "https://www.youtube.com/playlist?list=PLqYmG7hTraZDNJre23vqCGIVpfZ_K2RZs", - "desc": "A brand new lecture series (2018) done at UCL by a bunch of DeepMind staff." } ] } From c7a5141695aac0106675bc6d3f41d7cb914f33c5 Mon Sep 17 00:00:00 2001 From: Jacob Winch Date: Thu, 28 Dec 2023 15:19:59 -0700 Subject: [PATCH 05/16] Updated getting started page --- src/data/resources.json | 1 - 1 file changed, 1 deletion(-) diff --git a/src/data/resources.json b/src/data/resources.json index d652f4c6..b5520484 100644 --- a/src/data/resources.json +++ b/src/data/resources.json @@ -102,7 +102,6 @@ "link": "https://www.youtube.com/watch?v=VMj-3S1tku0&list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ", "desc": "A comprehensive educational resource that guides viewers from the basics of neural networks to more advanced concepts, showcasing practical examples and intuitive explanations. The series is known for its clear, engaging teaching style, making complex topics accessible to beginners and those looking to deepen their understanding of deep learning." } - ] }, { From eb8b0d047d977ac7fcbdd0a80c9a7df638c3dd98 Mon Sep 17 00:00:00 2001 From: Jacob Winch Date: Thu, 28 Dec 2023 15:35:26 -0700 Subject: [PATCH 06/16] Updated the getting started page --- src/data/getting-started.md | 15 +++------------ 1 file changed, 3 insertions(+), 12 deletions(-) diff --git a/src/data/getting-started.md b/src/data/getting-started.md index 8f29a370..e6b30bc6 100644 --- a/src/data/getting-started.md +++ b/src/data/getting-started.md @@ -1,19 +1,10 @@ -If you feel overwhelmed or have questions, ask on our [slack](/slack)! +If you feel overwhelmed or have questions, ask on our [discord ](https://discord.com/invite/KapmJxs)! -+ First, [Download python](https://www.python.org/downloads). Before doing so, you can check to see if you already have Python installed by opening a Terminal (Mac or Linux) or Command Prompt (Windows) and typing `python` or `python3`. If a shell opens, note the version number. For Tensorflow to work effectively, we recommend using **at least Python 3.6.7**. -+ Once you have Python installed, pip should be installed by default. Try the following commands to install OpenAI Gym: `pip install gym`. If this doesn’t work, try the variants: `python -m pip install gym` or `py -m pip install gym` or `pip3 install gym`. **This will be dependent upon what command you type in the shell to make Python run.** -+ Once you have Gym installed, begin working through the [Documentation tutorial](https://gym.openai.com/docs). To get the code running, we recommend either using [Wing101 Ide](https://wingware.com/downloads/wingide-101), [Visual Studio Code](https://code.visualstudio.com/), or [Sublime Text Editor](https://www.sublimetext.com/). ++ First, [Download python](https://www.python.org/downloads). Before doing so, you can check to see if you already have Python installed by opening a Terminal (Mac or Linux) or Command Prompt (Windows) and typing `python` or `python3`. If a shell opens, note the version number. We recommend using **at least Python 3.11**. ++ For an IDE we recommend either using [Wing101 Ide](https://wingware.com/downloads/wingide-101), [Visual Studio Code](https://code.visualstudio.com/), or [Sublime Text Editor](https://www.sublimetext.com/). + For two more non-standard IDE’s, consider using [Atom](https://atom.io/), [Jupyter Notebook](http://jupyter.org/), or [Vim](https://www.vim.org/). For the latter, type `pip install jupyter` [*see variants above*]. + If you want some fun challenging exercises in Python to start playing around, consider + [GitHub Learning Lab](https://lab.github.com/) + [Code Academy](https://www.codecademy.com/learn/learn-python) + [Learn Python Tutorials](https://www.learnpython.org/) + [Challenging exercise](https://www.codewars.com/collections/basic-python) -+ After this, we began working through this series of [OpenAI Gym tutorials](https://pythonprogramming.net/openai-cartpole-neural-network-example-machine-learning-tutorial/). We went through the first two steps of making the initial population. -+ To apply neural networks, we have to then use Tensorflow. For the basics of Tensorflow: - + [Tutorials Page](https://www.tensorflow.org/tutorials) - + Adventures in Machine Learning: - + [Tensorflow](http://adventuresinmachinelearning.com/python-tensorflow-tutorial/) - + [Neural Networks](http://adventuresinmachinelearning.com/neural-networks-tutorial/) - + [Deep Q Learning](http://adventuresinmachinelearning.com/reinforcement-learning-tensorflow/). - + [Keras Activation](https://www.tensorflow.org/api_docs/python/tf/keras/activations) \ No newline at end of file From 0cc008d1c62be96caaf5252321fd57fe26d7f23c Mon Sep 17 00:00:00 2001 From: Jacob Winch Date: Thu, 28 Dec 2023 20:24:55 -0700 Subject: [PATCH 07/16] Updated index --- src/pages/index.astro | 8 +------- 1 file changed, 1 insertion(+), 7 deletions(-) diff --git a/src/pages/index.astro b/src/pages/index.astro index a34dd01a..328f2c72 100644 --- a/src/pages/index.astro +++ b/src/pages/index.astro @@ -20,13 +20,7 @@ import Calendar from '@components/Calendar.astro' We welcome all students regardless of field of study or AI knowledge. You can check our constitution. -