Machine Learning Product Management: A Practical Guide

所在平台: Udemy

课程主页: https://www.udemy.com/course/machine-learning-for-product-managers/

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课程名称:机器学习产品管理:实用指南 课程概述:截至2024年3月,已有228名学生成功在谷歌、Myntra、Flipkart、FedEx等公司担任机器学习产品经理。学生们报告称在以下方面获得了显著提升: - 在“人工智能时代”中成功的信心提升了148% - 识别何时使用机器学习的能力提升了125% - 应用流行的机器学习算法的能力提升了108% - 实施数据获取策略的能力提升了84% - 评估、部署和监控机器学习模型的能力提升了118% 如果您考虑参加这门课程,建议您问自己几个问题:您想成为机器学习产品经理吗? 每位产品经理都需要学习机器学习,这已是不可避免的趋势。机器学习产品经理角色是当前最有前途和最高薪酬的职业之一,为您提供了显著改善职业生涯和生活质量的机会。根据数据,谷歌搜索“产品管理”的趋势在全球范围内增长了87%,尤其是在美国、印度和新加坡等国家,对机器学习主题的兴趣在过去两年中增长最快。 这门课程与其他课程的不同之处在于,它是唯一完全注重实践的课程。大多数机器学习课程专注于技术工作,而这门课程则从非技术的侧面阐述机器学习。课程包含许多实用练习,以帮助您将理论应用于现实世界中。 您将从本课程中获得: 1. 深入理解现代机器学习实践,包括何时及如何应用机器学习解决问题、常见机器学习算法的运作、数据获取策略、模型评估、部署及监控选项等。 2. 除了课程讲座,您还将获得一本包含13个实用练习的工作簿,以帮助您连接理论与实践。 为什么要投资机器学习产品管理课程? 因为机器学习将改变传统产品经理的角色,产品经理需要提升技能,否则可能会被淘汰。机器学习/人工智能产品经理是AI团队中最难填补的角色之一,因此备受追捧。 如果您在学习后希望退款,我们提供30天无理由退款保证,您没有任何风险。 学生反馈: 许多学生表示,该课程的信息量适中,适合不同背景的学习者,特别是适合希望快速掌握机器学习基础知识的管理层人员。 现在就加入这门课程,提升您的职业生涯,开始成为一名机器学习产品经理的旅程吧!

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== As of March 2024 ==228 students have secured jobs as Machine Learning Product Managers -> at Google, Myntra, Flipkart, FedEx & moreStudents reported improved confidence to…Succeed in the new "Artificial Intelligence Era" -> 148%Recognise when to use Machine Learning -> 125%Apply popular Machine Learning algorithms -> 108%Implement data acquisition strategies -> 84%Evaluate, deploy & monitor Machine Learning models -> 118%As you consider my course, I suggest asking yourself these questions.== Do I want to become a Machine Learning (ML) Product Manager? ==Every Product Manger will have to learn Machine Learning. It's inevitable. And the Machine Learning Product Manager role is one of the most promising and highest-paying careers today, offering an opportunity to dramatically improve your career and quality of life.Check out some data that shows that becoming a Machine Learning Product Manager is a great opportunity for you:Google Search Trends shows an 87% increase in searches for "Product Management" worldwide, with a particularly strong interest in countries such as United States, India & Singapore. And within Product Management, Machine Learning is the topic with the highest interest over the last 2 years.Glassdoor indicates Product Manager is one of the highest-paying entry level jobs, with an average of +$110,000 per year. Machine Learning Product Managers however earn "+30%" more than Product Managers.LinkedIn included Product Manager in its 2023 Fastest Growing Jobs list. And the specialisation that is growing fastest is the Machine Learning Product Manager.== How is this course different? =="Machine Learning Product Management: A Practical Guide" is the only Udemy course that is fully hands on and practical. All theory taught is paired with practical exercises that you'll complete in your workbook.Most machine learning courses focus on the technical work, and throw you into the deep end, asking you to start programming classifiers. This course covers machine learning, from a non-technical, product-centric perspective.We'll look beyond the technical, at all the things a Machine Learning Product Manager has to keep in mind, to create a successful product.This is primarily a Learn By Doing course. So we'll quickly dive into real-world exercises that demonstrate how successful teams build Machine Learning Products.== What will I get from this course ==1. You'll gain an in-depth understanding of modern Machine Learning practicesWhen and how machine learning can be applied to solve problemsHow to de-risk machine learning initiativesPopular machine learning algorithms & how they workData acquisition strategiesData scrubbing & transformationModel evaluation approachesModel deployment & monitoring options2. The course lectures are accompanied by a workbook that includes 13 practical exercises to bridge the gap between the theory and real-world practices.== Why should I invest in a Machine Learning Product Management course? ==Machine learning is set to transform the traditional product manager role. As artificial intelligence and machine learning capabilities are designed into more products and services, product managers will need to upskill, or risk getting left behind. The Machine Learning / AI Product Manager is one of the hardest roles to fill in an AI team and is consequently highly sought after.== What if I want a refund? ==If after taking the course, you want a refund, thats totally ok. I want you to be happy with your decision to purchase this course.This course has a 30-day money-back guarantee policy!No questions asked!There is no risk for you!What are you waiting for?Join now and take a step further into becoming a Product Manager and uplift your career!==What are students saying? ==Here is a small preview of what my students have reported.A lot of information in a tight package. I have PM and ML experience, so it was a nice mix of validating my current workflows and learning new things. It's worthwhile even if you have some experience, particularly if you have PM experience but haven't worked with ML. [Zachary Lounsberry - Sr Research Scientist @ Embark]A great course to get up to speed on everything that is going on with AI today. The course content is great and the information presented in the course is at the level needed to get your basics correct before you dive deep into AI and ML [Sekhar Banerjee - Principal Product Manager @ GE Digital]Easy to understand for both beginners and someone with little to moderate background in ML. The content covers overall aspects of ML realm without going too deep on the technical fuzz. It should be suitable for the management level people in data analytics field too. [Peerajate Soonthrajan - Data Analytics Leader @ Accenture]Love the sketches, the depth of information provided, the selection of topics covered, the anecdotal information examples, and the overall organization of the material. Excellent presentation. I'm less than midway through and have already learned tons of useful concepts and details. [Lance Silver - Technical Product Manager @ Expedia Group]Great pacing, good content and delivery and overall a really informative course! [Hanut Singh Husain - Founder @ Patch]REMEMBER… I'm so confident that you'll love this course that we're offering a FULL money-back guarantee for 30 days! So it's a complete no-brainer, sign up today with ZERO risk and EVERYTHING to gain.So what are you waiting for? Click the buy now button and join the world's most complete course on Machine Learning Product Management.

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