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所在平台: Udemy |
课程主页: https://www.udemy.com/course/machine-learning-real-world-projects-in-python/
课程评论：没有评论
课程名称：Python中的机器学习真实项目 课程概述：这是第一门通过Python提供实际机器学习项目的课程。该课程通过实践项目让学生深入了解机器学习技术，使用真实的数据进行各种数据处理技术、实用的可视化和洞察，以及有效的自动化方式。该课程适合已经掌握理论知识并希望进行实践的学习者。 学生评价： - 学生Sebastian Suminski表示：“这是又一门很棒的课程！课程涵盖了真实世界的数据、各种数据处理技术、实用的可视化和洞察，且自动化方式也很有用。在短时间内我学到了很多，给五星好评！” - 学生Sadik分享道：“课程解释清晰，使用案例研究明确展示了函数和可视化的美感，非常好！” - 学生Deepthi Kiran Chebrolu认为课程非常实用，解释简洁明了，推荐给希望进行了理论学习后动手实践的人。 - 学生Veluturi Sunil Tagore建议增加部署阶段的展示，比如使用Flask、Streamlit、Gradio等，将项目展示给他人，这样能帮助更多学习者了解用户界面和部署。 - 学生Jay Kumar Vagairya称赞：“这个课程真是太棒了，我已经完成了一小部分，非常喜爱这个课程，感谢它让我完成了我的机器学习项目！” 机器学习是当今最热门的技术领域之一，提供了许多机会和职业前景。它在银行、医疗、金融、教育、交通和科技等多个领域得到了广泛应用。课程涵盖了多种机器学习算法的实际应用，包括回归和分类算法。学员将学习如何将这些算法应用到实际项目中，以观察它们的实际运作方式。 课程项目包括： 1. 任务#1：预测酒店预订取消情况 2. 任务#2：预测个人是否有慢性病，开发预测慢性肾病的机器学习模型 3. 任务#3：利用回归和集成算法预测航班价格 除了每个部分的测验外，课程还包括三个全新的项目，帮助学员通过真实案例体验机器学习的强大能力。
This is the first course that gives hands-on Machine Learning Projects using Python..Student Testimonials:Another great course! Real world data, various data manipulations techniques, practical visualizations and insights, useful ways of automation. I've learnt a lot in a short period of time. Solid 5 stars! Thanks - Sebastian SuminskiVery clear and understood explanation using case study. It was very clear showing the beauty of the function and the visualization when he used according to the case study. Thanks - SadikThe course is really good and practical. The explanation right to the point. Definitely recommended for who learned the theory and want to do hands- on - Deepthi kiran ChebroluExcellent Course and amazing work @shan singh sir I am glad to be your student one small suggestion is try to show the deployment phase like showing our end project for others using flask, streamlit, gradio etc It will help lot of us to learn about the UI and deployment as well. - Veluturi Sunil TagoreSir this is amazing i have completed a little bit remaining this is so much adorable thank you to completing my project in ml - Jay Kumar Vagairya Machine Learning is one of the hottest technology field in the world right now! This field is exploding with opportunities and career prospects. Machine Learning techniques are widely used in several sectors now a days such as banking, healthcare, finance, education transportation and technology.This course covers several technique in a practical manner, the projects include coding sessions as well as Algorithm Intuition:So, if you've ever wanted to play a role in the future of technology development, then here's your chance to get started with Machine Learning. Because in a practical life, machine learning seems to be complex and tough,thats why we've designed a course to help break it down into real world use-cases that are easier to understand.1.. Task #1 @Predicting the Hotel booking : Predict Whether Hotel booking is going to cancel or not3.. Task #2 @Predict Whether Person has a Chronic Disease or not: Develop a Machine learning Model that predicts whether person has Chronic kidney disease or not2.. Task #3 @Predict the Prices of Flight: Predict the prices of Flight using Regression & Ensemble Algorithms..The course covers a number of different machine learning algorithms such as Regression and Classification algorithms. From there you will learn how to incorporate these algorithms into actual projects so you can see how they work in action! But, that's not all. In addition to quizzes that you'll find at the end of each section, the course also includes a 3 brand new projects that can help you experience the power of Machine Learning using real-world examples!
