Tikfollowers

Uc berkeley ai program. Complete sets of Lecture Slides and Videos.

T. This program also counts toward a Certificate of Business Excellence. Aug 24, 2023 · It seeks to create a link between these ambitious goals and Berkeley’s faculty expertise in the social sciences, criminal legal systems, data science, and the ethics and social implications of AI. Our program empowers leaders to harness AI's potential for organizational success. The Artificial Intelligence, Platforms, and Society Center offers a unique forum for students, academics, practitioners, and technology companies to explore technical and governance strategies to support responsible technology development and use, including the role of the private sector and state, federal, and international laws, regulations, and policies in shaping these strategies. For all their benefits, AI systems introduce new After the camp, students will be invited to join the AI4ALL alumni community, where they will have access to support including mentors, peers interested in AI, and grants. The BAIR Open Research Commons (“BAIR Commons”) is an industrial affiliate program designed to accelerate cutting-edge AI research. At least 12 of these 24 units must be completed after you have completed 90 units. We support startups founded by UC Berkeley students, alumni, and faculty who are seeking to bring their scientific and technical discoveries to market, and commercialize groundbreaking UC Berkeley research. Format Self-Paced Online. Our more than 130 academic departments and 80 interdisciplinary research units divided into six colleges and one school. The AI Policy Hub is an interdisciplinary initiative training UC Berkeley researchers to develop effective governance and policy frameworks to guide artificial intelligence, today and into the future. Explore innovative business applications for generative AI . Discover how to navigate AI's complexities effectively. edX delivers boot camps through an immersive learning Welcome to the Department of Electrical Engineering and Computer Sciences at UC Berkeley. we have an Economics major, but no Economics minor) and minors exist that do not have a corresponding major (e. Athena is a note-taking software that utilizes AI to take notes for you. AI tools could enhance care quality by, for example, helping triage patients in emergency rooms, diagnosing diseases and coaching clinicians. This certificate program was created for A Two-Day Deep Dive for C-Level Executives offers a comprehensive exploration of artificial intelligence (AI) and its profound implications for modern business strategy. College of Letters & Science. 20 jointly launched a new, one-of-a-kind program in computational precision health, a significant step toward advancing this new field and, ultimately, improving the quality and equity of health care. Duane Valz, Former VP & General Counsel, insitro. 1 meeting per week for 1–3 weeks. Jennifer Dumas, General Counsel, Allen Institute for AI (AI2) Nikki Vo, Director & AGC, Head of IP Litigation, Meta. By blending a multidisciplinary curriculum, experienced faculty from top data-driven companies, an accomplished network of peers, and The program can be completed in just two semesters by taking two online courses (six credits) per semester. Aug 24, 2023 · "This program leverages Berkeley's expertise in social sciences, data science and AI to bring a transformative approach to the study of criminal justice systems,” said David Harding, the grant’s principal investigator and chair of Berkeley’s Department of Sociology. El Certificado Profesional en Machine Learning e Inteligencia Artificial de la Universidad de Berkeley (calificada como la universidad #1 del mundo por U. Learn from UC Berkeley's globally recognized faculty, and gain a verified digital certificate of completion from UC Berkeley Executive Education Welcome to CS188! Thank you for your interest in our materials developed for UC Berkeley's introductory artificial intelligence course, CS 188. Applications are submitted via the UC Berkeley Graduate Division application portal. Professional Development. Read more about the program timeline and content in our program overview. Here students can work side-by-side with Nobel Laureates, Fields medal winners, Fulbright Scholars and MacArthur fellows. Examine how artificial intelligence, machine learning, and blockchain are disrupting ROAR Academy is a rigorous and intensive two-week program for high school students who have demonstrated an aptitude for academic and professional careers in science, technology, engineering and mathematics (STEM) subjects. AI research is advancing rapidly in both university and corporate research settings. Banatao Auditorium, Sutardja Dai Hall, UC Berkeley. Select the SPA you wish to sign in as. News & World Report) se elabora en colaboración con el College of Engineering y Haas School of Business. Self-paced course content accessible 24/7. We seek to break past the clichés and technical details and help all people to start thinking about AI/ML in a more Aug 26, 2021 · The Ambassadors program is a new project that aims to bring Berkeley ROAR AI Racing, Research, and the ROAR Academy experience to interested K-12 schools and colleges. Join us for our 7th annual conference, where experts and innovators will dive into the latest developments in AI technology, governance Jun 11, 2024 · On April 26, 2024, the UC Berkeley AI Policy Hub presented the second-annual AI Policy Research Symposium, a showcase of cutting-edge AI research from across the UC Berkeley community. Program Details BAIR AI4ALL Camp is August 6-10, 2018 from 8am-5pm on the UC Berkeley campus in Berkeley, CA. Session 14 | Panel: Intellectual Property & AI (1 hour) Wayne Stacy, Executive Director, Berkeley Center for Law & Technology. Jan 29, 2024 · Generative AI, short for Generative Artificial Intelligence, is a type of AI technology that can create new content based on patterns it has “learned” from existing data. ETS will not report test scores older than 5 years. , " +mycalnetid "), then enter your passphrase. In the summer of 2023, UC Berkeley Allen Yang’s ROAR group assumed the position of Lead University within the AI Racing Tech Team. In the navigation bar above, you will find the following: A sample course schedule from Spring 2014. Students in the online master’s in cybersecurity program attend classes and complete course work online. You progress through the curriculum by identifying critical topics in these areas, and treat them with a combination of theory, practical considerations and various contemporary case-studies. The Summer 2024 Cohort will run Jun 17-Aug 23 in Berkeley, California and feature seminar talks from leading AI safety researchers, workshops on research strategy, and networking events with the Bay Area AI safety community. The Department of Electrical Engineering and Computer Sciences (EECS) offers two graduate programs in Computer Science: the Master of Science (MS), and the Doctor of Philosophy (PhD). Location. The student-run Equal Access Assistance (EAAA) program aims to ensure that all applicants to higher degree programs (M. The curveballs thrown by the pandemic, however, did not compromise the intellectual rigor of the 17th GPP class’ courses of study. “A Taxonomy of Trustworthiness for Artificial Intelligence: Connecting Properties of Trustworthiness with Risk Management and the AI Lifecycle,” by Jessica Newman, Director of CLTC’s AI Security Mar 6, 2024 · Artificial intelligence (AI) is widely expected to transform healthcare. Many long-established laws and policies governing privacy, information security, accessibility, copyright, and other perennial issues are also relevant in their application to AI. Academic Programs and Majors. Berkeley AI Safety Initiative. Analyze generative AI models such as ChatGPT and test their efficacy . The 12 credits gained through the Artificial Intelligence and Machine Learning Certificate will count towards certain specific degree programs in the Larry L. The current basic needs ecosystem at UC Berkeley is expansive and difficult to navigate as there are over twenty organizations that focus on the topic of food education. While participants learn about generative AI's current capabilities and potential, they also gain deeper knowledge about the reach of automation, machine learning, and robotics. The program emphasizes the importance of asking good research The VEX AI Summer Program is designed to provide students with hands-on experience in robotics, enhancing their technical skills and encouraging creative thinking. ”. The program, led by a blend of esteemed faculty members and industry experts, is designed to demystify AI and showcase its practical applications across various sectors. The WASC-accredited program blends a multidisciplinary curriculum, experienced faculty from UC Berkeley and top data-driven companies, an accomplished network of peers, and the flexibility of online learning. We've helped countless graduate and professional students prepare for careers they never considered. The initiative stemmed from the desire of the organizers – Reed, Gupta and computer science doctoral candidate Medhini Narasimhan – to help address climate change, an issue that President Joe Biden has called “one of the most pressing threats of our time. They apply an array of AI techniques to playing Pac-Man. 2 or 3 meetings per week for 6 weeks. Join us for the next AI Unlocked Academy and earn a certificate in Artificial Intelligence from UC Berkeley! About the Program. CRELS is supported by a $3-million dollar, 5-year grant from NSF’s NRT Research Traineeship Program With Otter you can record and transcribe in real-time across multiple devices. Organized by the Center for Long-Term Cybersecurity. The UC Berkeley Tech Policy Fellows program offers scholars and practitioners the opportunity to spend the 2024-2025 academic year as a non-residential fellow at UC Berkeley to conduct research; share expertise and experiences with faculty, staff, and students; and develop technical or policy interventions that support responsible technology development and use. One current (or recent graduate) in EECS will provide feedback on your statement of purpose, personal history statement, CV/resume Consult the program to which you are applying for the department’s requirements. In person: UC Berkeley campus. College of Environmental Design. The event will feature keynote presentations from distinguished UC Berkeley faculty members Ken Goldberg and Niloufar Salehi on topics including human Dec 9, 2016 · Overview. But don’t be put off. for entrepreneurship. Our Master of Science in Industrial Engineering & Operations Research (MS IEOR) program will prepare you with the latest theory, computational tools, and research methods for a career of discovery in academia or industry. No department code is needed unless specified by the specific program. AI for Executives New Create a strategic advantage for your business with AI. College of Engineering. Please select Admit Term Fall 2025. We invite you to join us for timely discussions and dynamic, thought-provoking panels that will livestream right here on May 29, 2024 starting at 9:00 am Pacific Time. M. 2024-2025 Graduate Admissions Application opens in September 2024. Luing School of Business, should participants wish to apply to those programs. Cost. Integrated lecture slides throughout your notes. Participants in the UC Education Abroad Program (EAP), Berkeley Summer Abroad, or the UC Berkeley Washington Program (UCDC) may meet a Modified Senior Residence requirement by completing 24 (excluding EAP) of their final 60 semester units in residence. You will learn to innovate in a wide range of domains, such as artificial intelligence, high-tech Jul 3, 2024 · The Berkeley M. $9,900. Innovation Academy (M. To sign in to a Special Purpose Account (SPA) via a list, add a " + " to your CalNet ID (e. The No. Classes are offered in classroom and multiple online formats to meet the needs of working professionals. Academic Areas. According to the 2016-2017 Berkeley Food Institute Annual Report, 40% of all UC students are food insecure. Jan 20, 2023 · She co-directs the UC Berkeley AI Policy Hub, an interdisciplinary initiative training researchers to develop effective AI governance and policy frameworks, and directs Our Better Web, a collaboration by CITRIS, Berkeley Law, the Berkeley Graduate School of Journalism, and the Goldman School to fight online disinformation and algorithmic bias The UC system and UC Berkeley are responding to the unique concerns posed by artificial intelligence by developing guidance, legal alerts, and more. A lo largo de seis meses obtienes conocimientos básicos y avanzados de ML/IA Oct 20, 2021 · The University of California, Berkeley and the UC San Francisco on Oct. UC Berkeley’s global hub. The Fund invests $200K into each startup that goes through SkyDeck, and can participate in later stage investment rounds with Berkeley founders. We put our technical and financial support into the hands of expert ROAR high school students who have successfully competed in the ROAR AI Racing Competition. Upon successful completion of the program, UC Berkeley Executive Education grants a verified digital certificate of completion to participants. E. Since 2018, the Berkeley Law AI Institute has been at the forefront of exploring the dynamic intersection of artificial intelligence, law, and business. Automatically generated flashcards. To-do lists to keep track of assignments. The series will feature Berkeley Ph. Berkeley, CA 94720-3220 (510) 666-3342 Search this Follow your curiosity in a community of like-minded peers. The new Berkeley center aims to play an essential role in ensuring those innovations benefit the public. “The classes were not prescribing a way to We're thrilled you're considering Berkeley for your graduate study. Career preparation only starts in the classroom. Athena is made by DSP students, and is free for all UC Berkeley DSP students. recipient John Schulman, a co-founder of OpenAI and the primary architect of ChatGPT, who on April 19 will discuss the program’s evolution. About the Program Choosing a Computer Science Path. For more information please see the Berkeley Artificial Intelligence The online master’s program brings UC Berkeley to students, wherever they are. Explore our workshops, or set up a one-on-one The Berkeley Chief Technology Officer (CTO) Program offers a robust learning journey for executives who want to lead their organization in a progressive world and leverage technology trends such as artificial intelligence (AI)/machine learning (ML) for developing innovative strategies. Startups from all over the world are eligible and encouraged to apply. Anca Dragan, UC Berkeley professor of Electrical Engineering and Computer Science, spoke at UC Berkeley on October 4, 2023, about her research in artificial intelligence. Format. However, these projects don't focus on building AI for video games. 5 Days. At Berkeley, we bring together diverse perspectives on Artificial Intelligence (AI) and Machine Learning (ML) from experts in academia and industry to bridge the gap between technical study and global reality. The Master of Information and Data Science (MIDS) is an online, part-time professional degree program that prepares students to work effectively with heterogeneous, real-world data and to extract insights from the data using the latest tools and analytical methods. M July 8–F July 26. edu Jun 2, 2022 · BAIR Climate Initiative. Participants must complete 80% of the required activities including a capstone project (if any) to obtain the certificate of completion. While artificial intelligence tools are used in areas Learn more about our faculty’s research, student activities, alumni game-changers, and how Berkeley IEOR is designing a more efficient world. “As champions of social justice,” added Prof. Meals will be Apply now to join UC Berkeley's new Master of Development Engineering degree!. We're a community of students interested in building robust, transparent, and controllable AI systems. View job on Handshake Apple’s central AI/ML org is looking for engineers who are passionate about using machine learning to build new user experiences. Length. With our acclaimed programs now available both on site and online, it's never been easier to take a rigorous summer course in an area of deep interest. The program features: Live online classes taught by I School and College of Engineering faculty. Haas School of Business. /Ph. For more information on majors, minors, and other special programs go to our interactive Berkeley Academic Jun 25, 2024 · GPP Minor Graduation 2024. In this program, you will: Explore the tools, emerging trends, and innovations driving the fintech revolution. Underlying our success are a strong tradition of collaboration, close ties The Berkeley Executive Leadership Program. Communications Excellence Program. Minors are concentrations of study, similar to majors, but require fewer courses and therefore represent less depth than a full major. ) at Berkeley EECS have access to guidance on the higher degree application process. Program Types Feb 1, 2024 · Summer Undergraduate Program in Engineering Research at Berkeley (SUPERB) – Artificial Intelligence for Engineering (AI4E) The goal of the SUPERB Computer and Information Science and Engineering (CISE) program in EECS is to prepare and motivate a group of diverse, competitive candidates for graduate study. Food security is a right, not a privilege. We offer more than 100 programs for master's, professional, and doctoral students to pursue their dreams. 2. Program Overview. May 29, 2024 · AI is profoundly changing how we learn, communicate, and engage with the world. Most programs can be started at any time. Here is a sample of notes for a Sociology 190 course. Gain insight into the current fintech ecosystem, including notable fintech organizations, new business models, and the investing community. (See IT Policy Overview. Remote: online (Zoom) In person: Michelle Obama Elementary in Richmond. . Our top-ranked programs attract stellar students and professors from around the world, who pioneer the frontiers of information science and technology with broad impact on society. 00. In-Person. 10:30 am - 12:00 pm. Friday, April 26, 2024. Engaged in cutting-edge AI research with world class faculty, students, and alliance partners. Time Commitment Varies by track. Complete sets of Lecture Slides and Videos. Cover a breadth of topics in artificial intelligence, machine learning and deep learning. D. , works with respected universities and organizations to deliver innovative, skills-based training to a community of over 45 million learners around the world to support them at every stage of their lives and careers. Curriculum Days: Four days. Learn from UC Berkeley's globally recognized faculty, and gain a verified digital certificate of completion from UC Berkeley Executive Education. This artificial intelligence program helps introduce the basic applications of AI to those in business. For over 40 years, ATDP has brought together passionate students from all across the Bay Area, the nation, and the world. Highlight transcript as you record (or after), and export highlighted sections. Talented and motivated high school students who are entering 10th-12th grade in the Fall have the opportunity to work with At Artificial Intelligence Unlocked, Berkeley Law Executive Education hosted practitioners from across industries to explore AI and machine learning technologies, industry applications, and legal and policy considerations. Make Breakthrough Growth as a Professional. Start Date April 29, 2024. Overview. The Deadline for Applications December 3, 2024 (no rolling admissions). Berkeley is renowned for the rigorous academic standards of its undergraduate programs. S. ia is a dynamic and immersive academic experience offered by the world-renowned College of Engineering and Haas School of Business at UC The Berkeley SkyDeck Fund is the investment partner for UC Berkeley’s SkyDeck Accelerator Program. The Certificate of Business Excellence (COBE) provides an outstanding opportunity to build a solid foundation of marketable business skills and chart your course toward the professional future of your dreams—through a dynamic journey of your own design. Degree Programs. In-person immersions with classmates and faculty. Venture Capital Executive Program. Apr 26, 2024 · 2024-04-26T10:30:00 - 2024-04-26T12:00:00. Work in Artificial Intelligence in the EECS department at Berkeley involves foundational research in core areas of deep learning, knowledge representation, reasoning, learning, planning, decision-making, vision, robotics, speech, and natural language processing. Open for Registration. 2-ranked 1 Master of Information and Data Science (MIDS) program, delivered online from the UC Berkeley School of Information (I School), prepares data science professionals to be leaders in the field. g. He is also a member of the Berkeley Artificial Intelligence Lab, Berkeley Institute for Data Science, Center for Innovation in Vision and Optics, Development Engineering, Vision Science Program, and is a senior faculty advisor From expeditions to Egypt in the late 1800s to stem cell research and artificial intelligence today, Berkeley has been at the forefront of research throughout its history. There are two ways to study Computer Science (CS) at UC Berkeley: Be admitted to the Electrical Engineering & Computer Sciences (EECS) major in the College of Engineering (COE) as a first year or junior transfer. The 90-minute event featured keynote presentations from faculty members Niloufar Salehi and Ken Goldberg, as well as presentations from the Spring 2023-Fall 2024 . Advance your leadership qualities, build skills to strategically address business challenges head-on, and apply strategic decision-making. we have a Creative Writing minor, but no Creative The UCSF UC Berkeley Joint Program in Computational Precision Health (CPH) is building a new discipline at the intersection of machine learning/AI, clinical and public health practice, and equity. Welcome to the 7th Annual Berkeley Law AI Institute. Applications close on Mar 24. Nov 29, 2023 · AI Agents That Do What We Want. Generative AI has the potential to streamline processes, improve efficiency, and enhance decision-making in the legal profession. Request more info Complete a Rigorous, Holistic Curriculum The multidisciplinary online data science Oct 12, 2022 · 11:15 am. Although there are more than 150 undergraduate majors and minors at UC Berkeley, the program you are looking 9AM - 5PM. We’re here to help you explore career paths and purse the profession that matches your interests and strength. Admission to the COE, however, is extremely competitive. An investigation by The Dallas Morning News and the Investigative Reporting Program at UC Berkeley’s Graduate School of Journalism reveals for the first time that as more students have embraced social media as a digital town square to express opinions and organize demonstrations, many college police departments have been using taxpayer College of Chemistry. Over the course of this program, you will gain hands-on experience solving real-world technical and business challenges using the latest While your personal expense budget (including housing, food and transportation) is up to you, you can expect to pay upwards of $28,000 or more per year. College of Computing, Data Science, and Society. The Emerging Tech Strategies: Harnessing AI, IoT, Web3, and Beyond program from UC Berkeley Executive Education is designed to help you develop the discernment you need to evaluate opportunities around emerging technologies, including AI, Web3, IoT, and others. edX, part of 2U Inc. One of the most active seed investors in the Bay Area, the Fund has made over 130 investments in 3 4 days ago · Berkeley SkyDeck is. Announcement. Pillar (s): Entrepreneurship & Innovation and Strategy & Management. To sign in directly as a SPA, enter the SPA name, " + ", and your CalNet ID Our program curricula are designed to teach theory and practical skills to enable you to change careers or advance in your current position. Not all majors have a corresponding minor (e. The College of Computing, Data Science, and Society will help meet skyrocketing student demand for training that’s accessible, interdisciplinary, and human-centered. Hany Farid is a professor at the University of California, Berkeley with a joint appointment in electrical engineering & computer sciences and the School of Information. Financial aid, fellowships and teaching appointments can reduce these costs and cover the cost of tuition and fees for many Berkeley graduate students. For the GRE, send your test score directly from ETS to the institution code for UC Berkeley: 4833 for Graduate Organizations. Spring ‘24 Programs. Dan Fletcher, Blum Center faculty director, “they represent the best of UC Berkeley. Aug 2, 2012 · nourishAI. The rapid expansion of artificial intelligence has led to a dramatic shift in the global security landscape. Can upload images or take pictures while recording. Mar 10, 2023 · At a series of public lectures at Berkeley this spring, seven of the world’s leading experts on AI will address these questions head-on. This distinctive program combines cutting-edge theoretical Interactive Online Learning. You reinforce your classroom learning with These programs are offered through the UC Berkeley Extension in collaboration with edX. The next screen will show a drop-down list of all the SPAs you have permission to access. CPH leverages UC Berkeley’s world leadership in computer science, engineering and statistics, UCSF’s top-tier clinical care, research and Comprehensive Leadership Programs Elevate your skills and experience by taking a 10+ month certificate program. She was the third in a series on the Future of AI hosted by the CITRIS Research Exchange, the Berkeley College of Computing, Data Science and Explore cutting-edge AI strategies tailored for executives at UC Berkeley. Research Overview. COMPSCI X419. Through live faculty-led sessions, expert guest speakers, and real-world examples The Berkeley Executive Leadership Program. The Certificate of Business Excellence gives individuals the opportunity to acquire and hone new skills and do it on a Oct 16, 2023 · The University of California, Berkeley, is teaming up with NASA’s Ames Research Center and developer SKS Partners to create research space for companies interested in collaborating with UC Berkeley and NASA scientists and engineers to generate futuristic innovations in aviation, space exploration and how we live and work in space. Instead, they teach foundational AI concepts, such as informed state-space search, probabilistic inference, and Enrolling in the Professional Certificate in Machine Learning and Artificial Intelligence program can become your first step toward pursuing the UC Berkeley Executive Education Certificate of Business Excellence (COBE). For more information please see the Berkeley Artificial Intelligence The Pac-Man projects were developed for UC Berkeley's introductory artificial intelligence course, CS 188. The Certificate of Business Excellence gives individuals the opportunity to acquire and hone new skills and do it on a The Computational Biology PhD program offers opportunities for interdisciplinary research and education. Rausser College of Natural Resources. About edX. Building upon two years of successful collaboration with contributors from UH-Maui, UC San Diego, and Carnegie Mellon, this transition signified a changing of the guard while emphasizing the team’s commitment to continuity and progress in the field of AI racing Aug 12, 2021 · Learning and Artificial Intelligence from UC Berkeley (ranked the #1 university in the world by Forbes magazine) is built in collaboration with the College of Engineering and the Haas School of Business. The three-semester Master of Development Engineering program at UC Berkeley integrates training in engineering with entrepreneurship, design, business, and policy--among others--to support students in creating technological interventions in accordance with the needs and wants of individuals living in complex, low See full list on exec-ed. This program counts toward a Certificate of Business Excellence. For the Resident Program, accommodations will be provided at the UC Berkeley Dormitory, offering a comfortable and convenient living space close to event activities. M June 17 2 –F July 26. From expeditions to Egypt in the late 1800s to stem cell research and artificial intelligence today, Berkeley has been at the forefront of research throughout its history. ia) is a hands-on residential summer program for rising high school juniors and seniors interested in being at the forefront of tech and entrepreneurship. An online certificate program for those seeking to integrate proven Environmental, Social, and Governance (ESG) strategies and stakeholder theory considerations into business and investment practices. A UC Berkeley Certificate of Business Excellence gives individuals the opportunity to create a personal plan of study structured by our four academic pillars. Our research focus is AI for Enrolling in the Professional Certificate in Machine Learning and Artificial Intelligence program can become your first step toward pursuing the UC Berkeley Executive Education Certificate of Business Excellence (COBE). Can upload audio from another source and have it transcribed. Apr 24, 2024 · Announcing the new college at Berkeley. May 2, 2024 · Learn how to use AI tools for your ISF thesis, with resources from Berkeley's AI research labs, policy hub, and library guides. CRELS is supported by a $3-million dollar, 5-year grant from NSF’s NRT Research Traineeship Program . This summit is a joint effort between UC Berkeley’s College of Computing, Data Science, and Jul 2, 2024 · Housed in the UC Berkeley Center for Long-Term Cybersecurity (CLTC), the AI Security Initiative is a growing hub for interdisciplinary research on the global security implications of AI. We support annual cohorts of six outstanding UC Berkeley graduate students who conduct innovative research and produce policy deliverables that Admission for the PhD in Computational Precision Health is for the Fall semester only. A new report published by the UC Berkeley Center for Long-Term Cybersecurity (CLTC) aims to help organizations develop and deploy more trustworthy artificial intelligence (AI) technologies. Meetings on MTuThF for 3 weeks. berkeley. Explore innovative business applications for generative AI. Develop a market-ready GitHub portfolio to show prospective employers. zg iv gc un et fe be nw qt bp