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所在平台: Udemy |
课程主页: https://www.udemy.com/course/developertomlentrepreneurcasestudy/
课程评论：没有评论
课程名称：从开发者到机器学习企业家预览 斯拉曼娜·米特拉 (Sramana Mitra) 课程概述：1Mby1M方法论基于实际案例研究。在每节课程中，斯拉曼娜·米特拉分享了科技企业家的经验智慧，为学生提供与企业家、投资者和思想领袖对话的机会，深入理解如何建立一个成功的企业。通过这些对话，学生可以获取与创业相关的案例研究，探索创业的多种可能性。斯拉曼娜对关键经验的总结和深刻分析，增强了每次讨论的深度。 目前，在Udemy上已有超过600万学生参与机器学习课程。很多有冒险精神的学生会尝试创建自己的企业。斯拉曼娜坚信，企业家精神和创业资本主义可以得到民主化，并可以在经济结构中创造财富。接下来的2-3十年，分布式资本主义潜力巨大，可能会在全球范围产生积极的结果。这也是她在One Million by One Million项目上努力实现的使命。 人工智能、大数据和机器学习将成为这场巨大能量浪潮的前沿。如果从医疗领域来看，医生在诊断疾病时需要考虑所有症状、测试结果、所有治疗方案及其副作用等，实际上这就是一个多变量优化问题。如果将这个过程用软件替代，将会使医学诊断变得更加科学和确定。斯拉曼娜表示，若有选择，她会倾向于通过软件进行诊断，因为其准确性更高。 在One Million by One Million的在线课程中，斯拉曼娜曾开玩笑提到正在研发一种可以植入大脑的芯片，用以传输所有的创业知识。尽管这是个玩笑，但或许在未来的十年或二十年，这一设想会变为现实。 未来的教育方式可能会与现在大相径庭，教育将不再只是长时间的学习，而是可能变成一种外科植入物，使得每个人在其选择的领域内都能拥有极其丰富的知识。在此背景下，斯拉曼娜强调了构建人工智能、机器学习和大数据企业的重要性，并提醒创业者进行深入的市场竞争分析，以识别市场空缺。 如果你拥有深厚的算法知识，那么你可以成为技术创始人；如果你对国际集装箱运输的工作流程有深入了解，你也可以成为非技术创始人。这两者在人工智能、机器学习和大数据初创企业中同样重要。让我们开始这段创业旅程吧！
The 1Mby1M Methodology is based on case studies. In each course, Sramana Mitra shares the tribal knowledge of tech entrepreneurs by giving students the rare seat at the table with the entrepreneurs, investors and thought leaders who provide the most instructive perspectives on how to build a thriving business. Through these conversations, students gain access to case studies exploring the alleys of entrepreneurship. Sramana's synthesis of key learnings and incisive analysis add great depth to each discussion.There are over six million students enrolled in Machine Learning courses on Udemy. The most daring will try to start their own businesses.I believe, strongly, that entrepreneurship and entrepreneurial capitalism can be democratized, and wealth can be created in the middle of the pyramid using capitalistic principles. In the next 2-3 decades, the potential for distributed capitalism is very high and the outcome should be extremely positive around the world. That is the mission upon which my current work with One Million by One Million is based.Artificial Intelligence, Big Data and Machine Learning are going to be at the forefront of this immense burst of energy.Let's talk about the field of medicine. If you think about what a doctor needs to do to diagnose an illness, she needs to consider all the symptoms, take into account all the test results, consider all the treatment options, factor in all the side-effects of various medications and their interplay with other medications the patient is already taking.This is, effectively, a multivariate optimization problem that a doctor has to do in her head. And, she needs to keep up with all the new research and advances in medical science, and factor those in as well. The field of medicine is full of incorrect diagnosis and mistreatment of illnesses. Now, if you replace this whole process with software, which IBM is trying to do with their Watson supercomputer, medical diagnosis becomes a truly scientific, deterministic process.I can tell you, if I have the option of being diagnosed by software versus a human doctor, I would always prefer software. It would be far more accurate.In the One Million by One Million online curriculum, a long time ago, I decided to put in a line as a joke: "We're working on a chip that can be implanted in your brain and it will transfer ALL the entrepreneurial knowledge from my brain to yours. However, this chip is not quite ready yet. So, in the meantime, please study the curriculum and learn the methodology of entrepreneurship that we have designed."Well, little did I know that this would cease to be a joke!In fact, in the next decade or two, perhaps, this sort of implant will become the future of education.Today, if you want to become a Computer Scientist, you go to university and get trained in Algorithms, Data Structures, Computer Architecture, Artificial Intelligence, etc. You learn a set of programming languages. You learn how to debug your code. You learn how to architect a system. So on and so forth.To become a doctor, you go to Medical School.To learn business, you go to Business School.But in the world that we are resolutely marching towards, this may very well cease to be how education is imparted. Education may become a surgical implant, rather than something acquired through many years of rigorous toil.Education, thus, may neutralize the advantages enjoyed today by high IQ individuals, and make it possible for everyone to be extraordinarily knowledgeable in his or her chosen field or fields.With one custom, highly personalized implant, you could be speaking five languages, have mastery over the entire field of medicine (not just specialized disciplines like Endocrinology or Pediatrics), and be able to play concert level violin by the age of eighteen.Yes, I am talking about a world where Man and Machine fuse to create Superman out of every individual.That, I think, is where we are headed.In the meantime, let's build Artificial Intelligence, Machine Learning and Big Data Startups.The field is both wide open and extremely crowded. Meaning, you'd need to do intense competitive analysis to understand where there is a gap in the market.Also, domain knowledge is heavily prized in Artificial Intelligence, Machine Learning and Big Data Startups.You could be a technical founder with deep algorithmic knowledge, or you could be a non-technical founder with a deep understanding of the workflow of international container shipping.Both are valuable.Let's get started!
