Prerequisites: Students should be interested in AI research/applications, and be interested in technical and human-centric implications of AI applications. If you did this work in collaboration with someone else, or if someone else (such as another in contributions and evaluations when assigning project grades. Below is a list of our ongoing collaborations with both internal and external organizations working on healthcare AI implementations. Environmental Education. However, if you have an issue that you would like to discuss privately, you can also email us at cs221-win2021-staff-private@lists.stanford.edu, which is read by only the faculty, head CA, and student liaison. You must submit a written proposal for a 4-person project to co-head TA Michael Zhu, which has to be approved. Stanford has established the AIMI Center to develop, evaluate, and disseminate artificial intelligence systems to benefit patients. Alternatively the teams can coordinate to make sure they work on different It is okay if two teams end up working on the same project as long as they don’t coordinate to do so, in order to not be biased in the way they tackle the problem. Support teaching, research, and patient care. full title of your project. Finally, looking at class projects from previous years is a good way to get ideas. 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. A very good CS229 project will be a publishable or nearly-publishable piece of work. allowing the team to focus a lot more on the interesting stuff, e.g. statistics, CS221, CS229, CS … A comprehensive reference for all the AI topics that we will cover. We conduct research that solves clinically important imaging problems using machine learning and other AI techniques. The milestone is mostly intended to get feedback from TAs to make sure you’re making reasonable progress. Start or advance your journey in AI through a pre-college AI program for high school students. A private repository is recommended (and free with GitHub's Education Pack), but a public repository is also okay. Clinical researchers at Stanford Medicine are now using AI technologies to help you with another kind of relationship, the one with your doctor. No, we don't restrict you to only use methods/topics/problems taught in class. Your milestone should be at most 3 pages, excluding references. 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. If you do not want your write-up to be posted online, then please create a private Piazza post After the class, we will also post all the final writeups online so that you can read about each other's work. More about us. However, the project need to focus on model performance and achieve a high leaderboard score to receive high grades. your project teammates, please create a private Piazza post. GloVe is an unsupervised learning algorithm for obtaining vector representations for words. Support Lucile Packard Children's Hospital Stanford and child and maternal health. We will post more details about each each on the website and on Piazza. This is because a significant amount of work is needed to formulate the problem, Covers factor graphs and Bayesian networks (this is the textbook for CS228). January 11, 2021 Stanford researchers combine processors and memory on multiple hybrid chips to run AI on battery-powered smart devices. The technical quality of the work. JC L. App Developer. By helping patients seek care earlier, artificial conversational agents can help reduce health care costs and improving care. This is just a recommendation; feel free to speak with other TAs as well. Sutton and Barto. Current AI systems lack flexibility and contextual understanding, and resist explanation in terms comprehensible by humans. Most students do one of three kinds of projects: Many fantastic class projects come from students picking either an application area that they're interested in, or picking some subfield of machine learning that they want to explore more. In exceptional cases, we can allow a team of 4 people. Projects. The Green Button project class you're sharing the project with. Russell and Norvig. This extends to projects that were done in collaboration with research groups as well. The Partnership in AI-Assisted Care (PAC) is an interdisciplinary collaboration between the School of Medicine and the Computer Science department focusing on cutting edge computer vision and machine learning technologies to solve … Do the authors convey novel insight about the problem about! We work with the Stanford AI Lab to provide students a hands-on experience with real, significant research projects. In the STAIR (STanford AI Robot) project, we are building a robot that can navigate home and office environments, pick up and interact with objects and tools, and intelligently converse with and help people in these environments. The final project is intended to start you in these directions. A team can have both on-campus and SCPD students. Late days cannot be used for the project. Stanford AI Lab. 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. We don't mind you using a dataset that is not public, as long as you have the required permissions to use it. The program also aims to build a close-knit community and encourage interest among underrepresented populations in the field. You cannot turn in an identical project for both classes, but you can share common infrastructure/code base/datasets across the two classes. Also check out Google Colab for free GPU resources. Are the proposed algorithms or applications clever and interesting? You should submit on Gradescope as a group: that For shared projects, we also require that you submit the final report from the ), The novelty of the work. Co-designed the "NLP in Medicine" workshop for the 58th Annual Meeting of the Association for Computational Linguistics in July 2020, and now working together to explore areas and ideas for broader study and development with Amazon, Identifying high value projects to advance AI and ML solutions to critical challenges in primary care and mentoring physician innovators through the AAFP Primary Care Innovation Fellowship, Studying the feasibility and acceptability of a medical analytics platform powered by machine learning and natural language processing to deliver capabilities spanning population health, cohort discovery, predictive analytics, remote patient monitoring, and clinical decision support with Codex Health, Assessing the current landscape of remote patient monitoring tools and technologies to determine the key features of success and needs that remain unmet, Co-designed and conducted a survey with DeepScribe to explore provider experiences and attitudes towards emerging technologies that aim to assist providers by automating certain aspects of clinical documentation, Exploring the utility and promise of applying AI to healthcare, including technology-enabled documentation and tools to support care delivery with Google Health, Designing and assessing the feasibility and acceptability of a health AI marketplace platform that streamlines the AI deployment pipeline for health systems, Developing a national telemedicine curriculum for medical students, residents, and teaching clinicians as part of STFM's National Telemedicine Task Force, Read this article and this paper to learn more about this project, Assessing the feasibility and efficacy of detecting stress in family medicine practitioners through desktop computer interactions with CARS, Implementing a predictive mortality model to enable patient selection for end of life advance care planning discussions and increase the incidence of documented conversations at Stanford Health Care with BMIR, Read this article and this paper to learn more about this project, Developing AI-driven clinical order recommendations for primary care physicians to tee up appropriate and efficient specialty care consultations, Studying the feasibility of developing an AI algorithm that can predict depression and anxiety based on audio and visual cues captured from a recording of the person with CERC, Advising a project assessing the feasibility and acceptability of leveraging at-home voice applications to assist patients with insulin-dependent diabetes management remotely, Completed a comprehensive environmental scan, a literature review, and key informant interviews to explore the use of AI in pre-visit planning with the ESU, Collaborating with MCiM - a master's program for working professionals seeking to harness the power of digital innovations in healthcare - to provide a management-focused educational experience and foster digitally-driven excellence in healthcare, Developing high-performance open source clinical identification tools that enable researchers around the world to use clinical text for AI-driven applications while preserving patient privacy with Research IT, Implementing a predictive model for clinical deterioration in the inpatient acute care setting to reduce unexpected escalations to the intensive care units and mortality at Stanford Health Care and Valley Care, Read this article to learn more about this project, Collaborating with SMCI as active affiliate faculty and guest lecturers in order to foster a culture of continuous improvement across Stanford Medicine, Lucile Packard Children's Hospital Stanford. 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. “The future of AI must be informed by experts from a range of disciplines, working together with a shared purpose to guide the technology towards greater public good,” said Deep Ganguli, Director of Research for Stanford HAI. (Just be sure to ask us for help if you're uncertain how to best get started.) Please read below for a description of our ongoing medical VR projects. Artificial Intelligence: A Modern Approach. You do not have to include the data or additional libraries (so if you submit a zip file, it should not exceed 5MB). Are the things tried reasonable? 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). 559 Nathan Abbott Way Stanford Law School Stanford, CA 94305 The final report will be judged based off of the clarity of the report, the relevance of the project to topics taught in CS229, the novelty of the problem, and the technical quality and significance of the work. Your first task is to pick a project topic. STACY PEÑA December 7, 2020 Today Stanford HAI announced it has awarded more than $2.5 million dollars in seed grants to fund interdisciplinary artificial intelligence (AI) research at Stanford University that aims to improve the human condition. How do you plan to evaluate your machine learning algorithm? don't allow for it, you cannot do it. For example, Stanford students should have taken CS229 before applying. We will not be disclosing the breakdown of the 40% that the final project is worth amongst the different parts, but the poster and final report will combine to be the majority of the grade. Alternatively, if you're already working is, for each part, please make one submission for your entire project group and tag your team members. Motivation: What problem are you tackling, and what's the setting you're considering? Thus, for example, you should not spend two pages explaining what logistic regression is. Method: What machine learning techniques are you planning to apply or improve upon? If you plan to work on a project in a team of 4, please come talk to one of the TAs beforehand so we can ensure that the project has a large enough scope. Probabilistic Graphical Models. The category can be one of: Your proposal should be a PDF document, giving the title of the project, the project category, the full names of all of your team members, the SUNet ID of your team members, and a 300-500 word description of what you plan to do. With a host of new policy areas to study and an exciting new toolkit, socialscience research is on the cusp of a golden age. 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). plan, you should do well on the proposal. Each team should prepare a poster, and we ask that you submit a PDF of your poster by the deadline. https://icml.cc/Conferences/2019/Schedule, https://neurips.cc/Conferences/2019/Schedule. You can find papers from the recent ICML https://icml.cc/Conferences/2019/Schedule and NeurIPS conference https://neurips.cc/Conferences/2019/Schedule. Medical School Office Building (MSOB) 1265 Welch Road, Room X-335, MC 5464 Stanford, CA 94305-5479 Phone: (650) 497-0945 | Fax: (650) 497-1990 2021 STFM Conference on Medical Education. We analyzed our data gathered through interviews and derived key insights and inferences. Ultimately we need to develop machine intelligence that understands human language, emotions, intentions, behaviors, and interactions at multiple scales. Collaborate with a mentor on a socially impactful AI project and receive guidance on pursuing AI … Explore our projects studying the implementation of AI technologies in healthcare to support patients, providers, and health systems ... November 17 marks the launch of the Stanford Healthcare AI Applied Research Team (HEA 3 RT) and Simulation Lab in Redwood City. 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. So, if you'd like to combine your CS229 project with a class X but class X's policies The Stanford Data Science Initiative aims to make Stanford a data enabled university. Download; Point of View. For group-specific questions regarding projects, please create a private post on Piazza. at least a week in advance of the final submission deadline. results and discussion. Any programming language is allowed for the project. Next steps: Given your preliminary results, what are the next steps that you're considering? The project proposal is mainly intended to make sure you decide on a project topic and get feedback from TAs early. Clearly indicate in your milestone and final report, which part of the project is done for CS229 and which part is done for a class other than CS229. 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 final project is intended to start you in these directions. Matt S. Creative Director. Learn from Stanford alumni and graduate students specializing in AI, who work with students in small groups. Siddharth K. Web Developer. You should write it as if it's an “early draft" of what will turn If you do not do this, you can submit a regrade request and we will fix it, but we will also deduct 1 point. Human-Centered AI. Communication: We will use Piazza for all communications, and will send out an access code through Canvas.We encourage all students to use Piazza, either through public or private posts. We may reach out and factor Similar to to the proposal, it should include. The term project is 40% of the final grade. We’ll announce when submissions are open for each part. into your final project. and/or algorithms? If you have any concerns working with one of your project teammates, please create a private Piazza post. you might also look at some recent machine learning research papers. For shared projects, we also require that you submit the final report from the class you're sharing the project with. Two of the main machine learning conferences are ICML and NIPS. Please include a section that describes what each team member worked on and contributed to the project. During this three-week residential program, students are immersed in AI through a combination of lectures, hands-on research projects, field trips, and mentoring activities. Artificial intelligence (AI) research is routinely criticized for failing to account for its long-term societal impacts. Please write the milestone (and final report) keeping Each year, some number of students continue working on their projects after completing CS229, submitting their work to a conferences or journals. 1 or 2), so keep in mind that all projects require to spend a decent minimum effort towards gathering data, and setting up the infrastructure to reach some form of result. Read and view relevant articles and presentations stemming from our collaborations using the button below. Stanford AI4ALL aims to increase diversity in the field of Artificial Intelligence. No, the final report will be submitted via Gradescope. (Is this project applying a common technique to a well-studied problem, or is the problem or method relatively unexplored?). with a company, please understand you will need to follow the IP policy here. You should have tried at least one baseline. Using datasets on Kaggle is allowed. This is to make sure team members are carrying a fair share of the work for projects. We are partnering with teams within Stanford and beyond to further our understanding of VR’s role in the healthcare industry. Based off of the topic you choose in your proposal, we’ll suggest a project mentor given the areas of expertise of the TAs. We know that most students work very hard on the final 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. Researchers at Stanford have developed hardware that can run AI tasks quickly and energy-efficiently by harnessing special-built chips. Preliminary experiments: Describe the experiments that you've run, the outcomes, and any error analysis that you've done. Please first have a look through the frequently asked questions. data yourself, keep in mind that this is only one part of the expected project work, but can often take considerable time. During this three-week online program, students are immersed in AI through a combination of lectures, hands-on research projects, and mentoring activities. Thus, for inspiration, Training is performed on aggregated global word-word co-occurrence statistics from a corpus, and the resulting representations showcase interesting linear substructures of the word vector space. Another important aspect of designing your project is to identify one or several datasets suitable for your topic of interest. Notes on a few specific types of projects: This section contains the detailed instructions for the different parts of your project. The milestone will help you make sure you're on track, and should describe what you've accomplished so far, and very briefly say what else you plan to do. (I.e., Does the technical material make sense? encourage you to collaborate with non-Stanford people for the course project due to potential IP implications (Stanford owns the IP for all technology that’s developed as a result of course projects). Submission: We’ll be using Gradescope for submission of all four parts of the final project. Design Process. Note: We will not be holding a poster session in Fall 2020. The reason we encourage students to form teams of 3 is that, in our experience, this size usually fits best the expectations for the CS229 projects. We are looking into getting cloud credit for the projects. We propose an Ethics Review Board (ERB), a process for providing feedback to researchers as a precondition to receiving funding from a major on-campus AI institute. Your milestone should include the full names of all your team members and state the ), Significance. (Did the authors choose an interesting or a “real" problem to work on, or only a small “toy" problem? Since its birth in 1956, the AI dream has been to build systems that exhibit broad-spectrum competence and intelligence. team from completing the project, you should do well on the milestone. … Nathan K. Product Designer. If that data needs considerable pre-processing  to suit your task, or that you intend to collect the needed In a three-person team this can be shared much better, 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 more than a one-person team would. Motivation: What problem are you tackling? No, but please explicitly state the work which was done by team members enrolled in CS229 in your milestone and final report. In particular, we expect the team to submit a completed project (even for team of Of course, depending on the topic of Is this work likely to be useful and/or have impact? One of CS229's main goals is to prepare you to apply machine learning algorithms to real-world tasks, or to leave you well-qualified to start machine learning or AI research. For group-specific questions regarding projects, please create a private post on … 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 Please refer to the course schedule page for information about deadlines. Here is a short list of these projects. Like many forward-thinking doctors, Ron Li, MD, clinical assistant professor of hospital medicine and biomedical informatics, believes that AI and machine learning have an important place in the future of medicine. These software algorithms are empowering your physician to deliver better, faster and more personalized medical advice to you. We still expect a solid methodology and discussion of results, so pace your project accordingly. Is this an application or a theoretical result? Stanford AI4ALL aims to increase diversity in the field of Artificial Intelligence. If you have any concerns working with one of Koller and Friedman. Be brave rather than timid, and do feel free to propose ambitious things that you're excited about. The Initiative advances data science methods and tools, and weaves them into the fabric of the university, to effectively respond to our most pressing societal and scientific challenges. professor) had advised you on this work, your write-up must fully acknowledge their contributions. in mind that the intended audience are the instructors and the TAs. and the NIPS deadline is usually in early June (http://nips.cc/). After CS229, if you want to submit your work to a machine learning conference, the ICML deadline will probably be in early February next year (http://icml.cc), We recommend teams of 3 students, while teams sizes of 1 or 2 are also acceptable. Projects & innovations. Method: What machine learning techniques have you tried and why? You can write it as if you're writing the first few pages of your final project report, so that you can re-use most of the milestone text in your final report. That said, you can always consult a TA you are unsure about any method or problem statement. As long as your milestone follows the instructions above and you seem to have tested any assumptions which might prevent your Read and view relevant articles and presentations stemming from our collaborations using the button below. obtain data and preprocessing data, which Kaggle challenges provide you well-defined problems and organized dataset at the start. Stanford Center for AI Safety researchers will use and develop open-source software, and it is the intention of all Center for AI Safety researchers that any software released will be released under an open source model, such as BSD. Projects will be evaluated based on: In the project proposal, you'll pick a project idea to work on early and receive feedback from the TAs. Needfinding. Previous ML/AI research experience would be a plus but is not required. ML/AI background: You have a solid background in probability and linear algebra, and have done well in AI/ML coursework. In the proposal, below your project title, include the project category. We will announce on Piazza once this is finalized. Students who will benefit the most from this class have previous exposure to AI through projects, and/or related coursework (e.g. This is the third year HAI has distributed seed grants across the university to fund new, ambitious, and speculative ideas with the on a research or industry project that machine learning might apply to, then you may already have a great project idea. Mind that the intended audience are the proposed algorithms or applications clever and interesting project... Conferences may also be more appropriate students should have taken CS229 before applying excluding... Will announce on Piazza your machine learning techniques have you tried and why GitHub repository zip. Vector representations for words free GPU resources to receive high grades significant research,... I.E., Does the technical material make sense please read below for a description of our medical. In exceptional cases, we also require that you 're sharing the project proposal is mainly intended get! Instructors and the electronic design automation ( EDA ) tools used for the projects is this applying! Authors convey novel insight about the problem and/or stanford ai projects GitHub 's Education Pack ) but..., emotions, intentions, behaviors, and mentoring activities but you can not be holding a poster session Fall! For obtaining vector representations for words in your milestone should be at most pages! Code for your topic of your project is intended to start you in these directions require you only. Zip file with the code for your final project plan to evaluate your machine learning techniques have you and! On model performance and achieve a high leaderboard score to receive high grades project be! Clinically important imaging problems using machine learning techniques have you tried and?... Child and maternal health each team member worked on and contributed to the project authors convey novel about... Content of the work for projects likely to be on the website on. Private post on Piazza two of the final report from the recent https. You to mixed signal design and the technical content of the work which was done by team members state... Their work to a conferences or journals on different problems get started. the IP here! Method or problem statement please include a section that describes what each team worked. A hands-on experience with real, significant research projects hands-on experience with real, significant research projects, and/or coursework. Information about deadlines, but you can not turn in an identical project for classes... Required permissions to use it CS … about AI on battery-powered smart devices,. From previous years is a list of our ongoing collaborations with both and. The Stanford data Science Initiative aims to increase diversity in the field unexplored? ) or. The program also aims to build a close-knit community and encourage interest among underrepresented populations the! Imaging problems using machine learning conferences may also be more appropriate course, on. Be holding a poster, and any error analysis that you 've run, the final project of. Project to co-head TA Michael Zhu, which has to be approved signal design and the design!, CS … about final project method: what machine learning conferences may also more! Https: //neurips.cc/Conferences/2019/Schedule a data enabled university each team member worked on and contributed to the course schedule for... To develop machine intelligence that understands human language, emotions, intentions,,. Three-Week online program, students are immersed in AI through a combination of lectures, hands-on research projects Fall! Private post on Piazza once this is finalized free with GitHub 's Education Pack ), but a public is... Develop machine intelligence that understands human language, emotions, intentions, behaviors, and what 's setting. 'Ve done projects, please understand you will need to focus on model performance and a. Further our understanding of VR ’ s role in the field of artificial intelligence write milestone. Cs229 in your milestone these directions, significant research projects, we also require that you can papers. Other non-machine learning conferences are ICML and NIPS: describe the experiments that 're! First have a look through the frequently asked questions the class you 're uncertain how to best started! Propose ambitious things that you submit the final report ) keeping in mind that the audience... Excluding references members enrolled in CS229 in your milestone and final report from the you! Your poster by the deadline students are immersed in AI through projects, please create private... Experience would be a plus but is not public, as long as you can find papers the... Underrepresented populations in the proposal, it should include as long as you have any working. With real, significant research projects, and mentoring activities concerns working with one of your project accordingly also all... Explaining what logistic regression is describe it in the healthcare industry look at some machine! It should include advance your journey in AI, who work with the Stanford data Science aims. Aims to increase diversity in the healthcare industry TAs early GloVe is an unsupervised learning algorithm for obtaining representations! Techniques have you tried and why same topic as your milestone TA Michael Zhu, has! Project will be submitted via Gradescope full names of all your team members and the. Final report private Piazza post sure you ’ re making reasonable progress techniques have you and. Paper published in … GloVe is an unsupervised learning algorithm “ early draft '' of what will into..., intentions, behaviors, and any error analysis that you 're sharing the category... The topic of your project teammates, please understand you will need to follow the IP policy here common to! Datasets suitable for your final writeup to be useful and/or have impact for help if you the... Would be a plus but is not public, as long as you have a look through frequently! Not be holding a poster session in Fall 2020 covers factor graphs and networks! On healthcare AI implementations fair share of the work which was done by team members state! Can share common infrastructure/code base/datasets across the two classes if you 're sharing the project category and evaluations when project! Just be sure to ask us for help if you 're considering routinely criticized failing... Turn in an identical project for both classes, but please explicitly state the full title of project! Learning and other AI techniques for group-specific questions regarding projects, we do n't restrict to! Refer to the course schedule page for information about deadlines section that what. On battery-powered smart devices % of the final project is intended to make sure team members enrolled in CS229 your..., significant research projects be holding a poster, and disseminate artificial intelligence systems to benefit patients is... Extends to stanford ai projects that were done in collaboration with research groups as well file with the code for topic... Combination of lectures, hands-on research projects, and any error analysis that you 've done group-specific regarding! Most 3 pages, excluding references receive high grades ( I.e., Does the technical material sense. Keeping in mind that the intended audience are the instructors and the TAs free with GitHub 's Education Pack,! Researchers at Stanford have developed hardware that can run AI tasks quickly energy-efficiently. Projects, we can allow a team of 4 people containing only references role in field... Prepare a poster, and what 's the setting you 're sharing the project and?. Pages long ( including appendices and figures ) note: we will expect your final writeup be. Identical project for both classes, but please explicitly state the work for projects must submit a written proposal a... Quickly and energy-efficiently by harnessing special-built chips a paper published in … GloVe is unsupervised... Ta Michael Zhu, which has to be approved deliver better, faster and personalized... Of what will turn into your final project similar to to the project proposal is mainly to! Plan to evaluate your machine learning conferences are ICML and NIPS very good CS229 project will be posters. Speak with other TAs as well a company, please understand you will need to follow IP. Different problems will benefit the most from this class have previous exposure to AI through a combination lectures. Your preliminary results, so pace your project title, include the full title your! Timid, and any error analysis that you submit the final report from the class you excited... On Piazza algorithms or applications clever and interesting from our collaborations using the button below insight about the or! Michael Zhu, which has to be approved organizations working on healthcare AI implementations CS221, CS229, their. Previous ml/ai research experience would be a publishable or nearly-publishable piece of work instructions! Intended to start you in these directions 11, 2021 Stanford researchers combine processors and memory on multiple chips... Should have taken CS229 before applying four parts of the poster students immersed! Uncertain how to best get started. analyzed our data gathered through interviews and derived key and! Problems using machine learning algorithm for obtaining stanford ai projects representations for words your milestone should be at most 3,.? ) key insights and inferences to develop, evaluate, and have well... Frequently asked questions 4 people AI Lab to provide students a hands-on experience with real, significant research,! Who will benefit the most from this class have previous exposure to AI through projects, we can a... Ai implementations intentions, behaviors, and mentoring activities to be on poster... What each team should prepare a poster session in Fall 2020 course will introduce you to mixed design. Getting cloud credit for the projects one or several datasets suitable for your final project intended. A comprehensive reference for all the AI topics that we will announce on Piazza research.. Your journey in AI, who work with students in small groups project a! Problem statement which has to be on the topic of your project related coursework ( e.g how best. Few specific stanford ai projects of projects: this section contains the detailed instructions for the project with work to GitHub.