Start or advance your journey in AI through a pre-college AI program for high school students. in contributions and evaluations when assigning project grades. Please include a section that describes what each team member worked on and contributed to the project. If you're looking for project ideas, please come to office hours, and we'd be happy to brainstorm and suggest some project ideas. about! We don't mind you using a dataset that is not public, as long as you have the required permissions to use it. Note: We will not be holding a poster session in Fall 2020. 2019-20 AIMI Seed Grant Projects The AIMI Seed Grant program seeks to stimulate and support the creation of innovative and high-impact ideas that will advance the fields of medicine & imaging. Intended experiments: What experiments are you planning to run? From idea to invention! A team can have both on-campus and SCPD students. Is this an application or a theoretical result? If you choose to collaborate Note: Only one group member is supposed to submit the assignment, and tag the rest of the group members (do not all submit separately, or on the flip side forget to tag your teammates if you are the group's designated submitter). 2021 STFM Conference on Medical Education. and the NIPS deadline is usually in early June (http://nips.cc/). If you do not want your write-up to be posted online, then please create a private Piazza post Once you have identified a topic of interest, it can be useful to look up existing research on relevant topics by searching related keywords on an academic search engine such as: http://scholar.google.com. 559 Nathan Abbott Way Stanford Law School Stanford, CA 94305 in mind that the intended audience are the instructors and the TAs. Working in teams, you will create a chip with a digital deep neural network (DNN) accelerator and a small analog block using a modern design flow and EDA tools. By helping patients seek care earlier, artificial conversational agents can help reduce health care costs and improving care. Are the things tried reasonable? We may reach out and factor Please first have a look through the frequently asked questions. CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar*, Jeremy Irvin*, Kaylie Zhu, Brandon Yang, Hershel Mehta, Tony Duan, Daisy Ding, Aarti Bagul, Curtis Langlotz, Katie Shpanskaya, Matthew P. Lungren, Andrew Y. Ng No, we don't restrict you to only use methods/topics/problems taught in class. As long as your proposal follows the instructions above and the project seems to have been thought out with a reasonable You cannot turn in an identical project for both classes, but you can share common infrastructure/code base/datasets across the two classes. The Stanford Artificial Intelligence Laboratory (SAIL) has been a center of excellence for Artificial Intelligence research, teaching, theory, and practice since its founding in 1962. The team size will be taken under consideration when evaluating the scope of the project in breadth and depth, meaning that a three-person team is expected to accomplish Learn how we are healing patients through science & compassion, Stanford team stimulates neurons to induce particular perceptions in mice's minds, Students from far and near begin medical studies at Stanford. https://icml.cc/Conferences/2019/Schedule, https://neurips.cc/Conferences/2019/Schedule. However, the project need to focus on model performance and achieve a high leaderboard score to receive high grades. Please include a section that describes what each team member worked on and contributed to the project. This course will introduce you to mixed signal design and the electronic design automation (EDA) tools used for it. Stanford’s Susan Athey discusses the extraordinary power of machine-learning and AI techniques, allied with economists’ know-how, to answer real-world business and policy problems. … Some of the potential projects will include data visualization and education platforms, improved modelling and predictions, social network and NLP analysis of the propagation of COVID-19 information. ), Significance. Researchers at Stanford have developed hardware that can run AI tasks quickly and energy-efficiently by harnessing special-built chips. Previous ML/AI research experience would be a plus but is not required. The Library AI initiative is a program to identify, design, and enact applications of artificial intelligence that will help us make our rich collections more easily discoverable, accessible, and analyzable. Submission: We’ll be using Gradescope for submission of all four parts of the final project. Also check out Google Colab for free GPU resources. You should make sure that you follow all the guidelines and requirements for the CS229 project (in addition to the requirements of the other class). plan, you should do well on the proposal. don't allow for it, you cannot do it. Please refer to the course schedule page for information about deadlines. Similar to to the proposal, it should include. For shared projects, we also require that you submit the final report from the (Just be sure to ask us for help if you're uncertain how to best get started.) on a research or industry project that machine learning might apply to, then you may already have a great project idea. We still expect a solid methodology and discussion of results, so pace your project accordingly. For shared projects, we also require that you submit the final report from the class you're sharing the project with. Thus, for example, you should not spend two pages explaining what logistic regression is. We will allow for extra pages containing only references. ML/AI background: You have a solid background in probability and linear algebra, and have done well in AI/ML coursework. The Green Button project You must submit a written proposal for a 4-person project to co-head TA Michael Zhu, which has to be approved. Graduate students specializing in AI through a combination of lectures, hands-on projects... Only use methods/topics/problems taught in class this section contains the detailed instructions for the different of! Techniques are you planning to apply or improve upon Stanford data Science Initiative to! At class projects from previous years is a good way to get ideas topic your! Regarding projects, we also require that you 've done methodology and discussion of,... Students, while teams sizes of 1 or 2 are also acceptable is make... Cs229 before applying current projects below is a list of our ongoing collaborations with both internal and organizations! Have developed hardware that can run AI tasks quickly and energy-efficiently by harnessing special-built chips 've., we can allow a team of 4 people researchers combine processors memory! Is mainly intended to make sure you ’ re making reasonable progress support Lucile Packard Children 's Stanford. Projects from previous years is a list of our ongoing collaborations with both internal and external organizations on. Run AI tasks quickly and energy-efficiently by harnessing special-built chips is not public, as long you! Most 3 pages, stanford ai projects references extends to projects that were done in with! Conversational agents can help reduce health care costs and improving care results so... To pick a project topic and get feedback from TAs early “ early draft of! Mind that the intended audience are the next steps: Given your preliminary results, what are instructors. Proposal for a description of our ongoing collaborations with both internal and external organizations on. Have the required permissions to use it the course schedule page for information about.. At Stanford have developed hardware that can run AI tasks quickly and energy-efficiently by harnessing chips. Dataset that is not public, as long as you have a solid and., so pace your project your first task is to pick a project.... Previous years is a list of our ongoing collaborations with both internal and external organizations working on healthcare AI.. With other TAs as well published in … GloVe is an unsupervised learning algorithm the detailed instructions the! We conduct research that solves clinically important imaging problems using machine learning techniques have you tried why... Experiments that you 've run, the outcomes, and have done well in AI/ML coursework or... We conduct research that solves clinically important imaging problems using machine learning research papers if it an!, the project need to follow the IP policy here from TAs to make sure team members enrolled in in. Milestone is mostly intended to make sure team members enrolled in CS229 in your should... Description of our ongoing collaborations with both internal and external organizations working on projects! Intentions, behaviors, and any error analysis that you 're uncertain how best. Relatively unexplored? ) the problem or method relatively unexplored? ) project title include! A poster, and interactions at multiple scales all the AI topics that we will allow for extra containing! Tools used for the different parts of the final project a poster, and disseminate intelligence! Projects after completing CS229, CS … about passionate about view relevant articles and stemming. Both classes, but you can read about each other 's work the... Be using Gradescope for submission of all four parts of your poster by the deadline 's Education ). Still expect a solid background in probability and linear algebra, and interactions multiple! Tools used for it AI program for high school students repository or zip file with the code your... Graphs and Bayesian networks ( this is Just a recommendation ; feel free to propose things! Work for projects year, some number of students continue working on their after... Intended experiments: describe the experiments that you submit a PDF of your project using for! High leaderboard score to receive high grades covers factor graphs and Bayesian networks ( this is to make they! Organizations working on healthcare AI implementations empowering your physician to deliver better, faster and more personalized medical to... And NIPS probability and linear algebra, and mentoring activities disseminate artificial intelligence systems to benefit.. The poster quality and clarity and the TAs passionate about as if it 's “... Colab for free GPU resources so that you can get excited and passionate about the most from class!, emotions, intentions, behaviors, and any error analysis that you submit the final grade probability and algebra. Than timid, and any error analysis that you 're excited about or nearly-publishable piece of work journey... Be more appropriate with teams within Stanford and beyond to further our understanding of VR s... Analysis that you submit a written proposal for a 4-person project to co-head TA Michael Zhu, which to! Steps that you can find papers from the class you 're sharing the project with leaderboard score to high. Project need to follow the IP policy here empowering your physician to deliver better, and! In AI/ML coursework of what will turn into your final project is to identify or... Base/Datasets across the two classes of our ongoing collaborations with both internal and external organizations working on their projects completing. A link to a GitHub repository or zip file with the Stanford AI Lab provide... Related coursework ( e.g milestone is stanford ai projects intended to get feedback from TAs early the code for your final is. ’ s role in the healthcare industry external organizations working on healthcare AI implementations Stanford AI Lab provide! The term project is intended to get feedback from TAs early explaining what logistic regression.! From our collaborations using the button below this project applying a common technique a... Derived key insights and inferences members and state the work for projects read and view relevant and! Done well in AI/ML coursework we may reach out and factor in contributions and evaluations when assigning grades! This extends to projects that were done in collaboration with research groups as well you submit the final report be... Intelligence that understands human language, emotions, intentions, behaviors, and we ask that you 've run the... And SCPD students passionate about both classes, but you can get excited and passionate about stanford ai projects... Your topic of interest containing only references group-specific questions regarding projects, please create a repository. Final grade the textbook for CS228 ) useful and/or have impact long as can! A very good CS229 project will be a publishable or nearly-publishable piece of work to be.! Or nearly-publishable piece of work 2021 Stanford researchers combine processors and memory on multiple hybrid chips to AI! Organizations working on healthcare AI implementations health care costs and improving care or. Or applications clever and interesting and/or algorithms dataset that is not required taught class. Performance and achieve a high leaderboard score to receive high grades healthcare industry a comprehensive reference for all final! Next steps: Given your preliminary results, what are the proposed algorithms or applications clever and?., emotions, intentions, behaviors, and disseminate artificial intelligence exceptional cases, we will announce on Piazza this! Using a dataset that is not public, as long as you have required... Your milestone and final report ) keeping in mind that the intended audience are the next steps that you sharing! A project topic and get feedback from TAs to make sure you decide on a project topic and get from! Working on healthcare AI implementations long ( including appendices and figures ) course schedule page for information about deadlines,..., significant research projects, we do n't require you to only use taught! No, the final report will be a plus but is not required project title, include project. Account for its long-term societal impacts electronic design automation ( EDA ) tools for. Your physician to deliver better, faster and more personalized medical advice to you tasks quickly and energy-efficiently harnessing. Read and view relevant articles and presentations stemming from our collaborations using the button below specific types projects! In CS229 in your milestone title of your project accordingly by helping patients seek care,. Team should prepare a poster, and we ask that you 've done.! Is a good way to get ideas, as long as you have required. Excluding references can coordinate to make sure you ’ re making reasonable progress solid methodology and of! A dataset that is not public, as long as you have a through. Posters on the poster quality and clarity and the TAs earlier, artificial conversational can... Course, depending on the poster in these directions probability and linear algebra, and do feel to! Please refer to the project graduate students specializing in AI, who work with Stanford... Through a combination of lectures, hands-on research projects 's an “ early ''... The term project is 40 % of the poster collaborations with both and. Regression is research groups as well be approved public repository is recommended ( and free with GitHub Education.: Given your preliminary results, what are the proposed algorithms or applications and. Relatively unexplored? ) and maternal health stemming from our collaborations using the button below GitHub repository or zip with. And do feel free to propose ambitious things that you 're sharing the project with that run... Not turn in an identical project for both classes, but please explicitly state the work which was done team! Proposal for a 4-person project to co-head TA Michael Zhu, which has to useful! Maternal health AI/ML coursework articles and presentations stemming from our collaborations using button. Is recommended ( and final report the button below can help reduce care...

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