课程信息

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

完成时间大约为13 小时

建议:9 hours/week...

英语(English)

字幕:英语(English)

您将学到的内容有

  • Check

    Project structure of interactive Python data applications

  • Check

    Python web server frameworks: (e.g.) Flask, Django, Dash

  • Check

    Best practices around deploying ML models and monitoring performance

  • Check

    Deployment scripts, serializing models, APIs

您将获得的技能

Python ProgrammingBig Data ProductsRecommender Systems

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

完成时间大约为13 小时

建议:9 hours/week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 25 分钟

Introduction

...
1 个阅读材料, 1 个测验
1 个阅读材料
Setting Up Your System10分钟
1 个练习
Week 1 Quiz10分钟
2
完成时间为 10 分钟

Week 2:

...
1 个测验
1 个练习
Week 2 Quiz10分钟
3
完成时间为 5 分钟

Week 3:

...
1 个测验
1 个练习
Week 3 Quiz5分钟
4
完成时间为 2 小时

Final Project: Capstone

...
2 个阅读材料, 1 个测验
2 个阅读材料
Project Description10分钟
How to Find a Dataset10分钟

讲师

Avatar

Ilkay Altintas

Chief Data Science Officer
San Diego Supercomputer Center
Avatar

Julian McAuley

Assistant Professor
Computer Science

关于 加州大学圣地亚哥分校

UC San Diego is an academic powerhouse and economic engine, recognized as one of the top 10 public universities by U.S. News and World Report. Innovation is central to who we are and what we do. Here, students learn that knowledge isn't just acquired in the classroom—life is their laboratory....

关于 Python Data Products for Predictive Analytics 专项课程

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 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....
Python Data Products for Predictive Analytics

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