开始时间: 12/21/2023 持续时间: Approximately 5 months to complete Suggested pace of 2 hours/week
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所在平台: Coursera专项课程 课程类别: 其他类别 大学或机构: CourseraNew |
课程主页: https://www.coursera.org/specializations/python-data-products-for-predictive-analytics
课程评论：没有评论
Python data products are powering the AI revolution. Top companies like Google, Facebook, and Netflix use predictive analytics to improve the products and services we use every day. Take your Python skills to the next level and learn to make accurate predictions with data-driven systems and deploy machine learning models with this four-course Specialization from UC San Diego. This Specialization is for learners who are proficient with the basics of Python. You’ll start by creating your first data strategy. You’ll also develop statistical models, devise data-driven workflows, and learn to make meaningful predictions for a wide-range of business and research purposes. Finally, you’ll use design thinking methodology and data science techniques to extract insights from a wide range of data sources. This is your chance to master one of the technology industry’s most in-demand skills. Python Data Products for Predictive Analytics is taught by Professor Ilkay Altintas, Ph.D. and Julian McAuley. Dr. Alintas is a prominent figure in the data science community and the designer of the highly-popular Big Data Specialization on Coursera. She has helped educate hundreds of thousands of learners on how to unlock value from massive datasets.
用于预测分析专业化的Python数据产品：Python数据产品正在推动AI革命。像Google，Facebook和Netflix这样的顶级公司都使用预测分析来改善我们每天使用的产品和服务。通过UC San Diego的四门专业课程，将您的Python技能提高到一个新的水平，学习使用数据驱动的系统做出准确的预测并部署机器学习模型。 本专业适用于精通Python基础知识的学习者。首先，您将创建第一个数据策略。您还将开发统计模型，设计数据驱动的工作流程，并学习为各种业务和研究目的做出有意义的预测。最后，您将使用设计思维方法论和数据科学技术来从各种数据源中提取见解。这是您掌握技术行业最需要的技能之一的机会。 Ilkay Altintas教授教授用于预测分析的Python数据产品。和朱利安·麦考利（Julian McAuley）。 Alintas博士是数据科学界的杰出人物，也是Coursera上备受欢迎的Big Data Specialization的设计师。她帮助教育了成千上万的学习者如何从海量数据集中释放价值。Course Link: https://www.coursera.org/learn/basic-data-processing-visualization-python
Name:Basic Data Processing and Visualization
Description:Offered by University of California San Diego. This is the first course in the four-course specialization Python Data Products for ... Enroll for free.
Course Link: https://www.coursera.org/learn/design-thinking-predictive-analytics-data-products
Name:Design Thinking and Predictive Analytics for Data Products
Description:Offered by University of California San Diego. This is the second course in the four-course specialization Python Data Products for ... Enroll for free.
Course Link: https://www.coursera.org/learn/meaningful-predictive-modeling
Name:Meaningful Predictive Modeling
Description:Offered by University of California San Diego. This course will help us to evaluate and compare the models we have developed in previous ... Enroll for free.
Course Link: https://www.coursera.org/learn/deploying-machine-learning-models
Name:Deploying Machine Learning Models
Description:Offered by University of California San Diego. In this course we will learn about Recommender Systems (which we will study for the Capstone ... Enroll for free.
Build Predictive Systems with Accuracy. Collect, model, and deploy data-driven systems using Python and machine learning.
