This course is designed for business professionals that want to learn how to gather results from previous stages of the data science project and present them to stakeholders. Learners will communicate the results of a model to stakeholders, be shown how to build a basic web app to demonstrate machine learning models and implement and test pipelines that automate the model training, tuning and deployment processes.
提供方
CertNexus 认证数据科学从业人员 專業證書CertNexus課程信息
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 5 門課程（共 5 門）
中級
Understand the data science workflow, experience with programming languages (Python), communication skills and 2 years business experience.
完成時間大約為8 小時
英語（English）
字幕：英語（English）
您將獲得的技能
- Data Model
- Communication
- production pipeline
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 5 門課程（共 5 門）
中級
Understand the data science workflow, experience with programming languages (Python), communication skills and 2 years business experience.
完成時間大約為8 小時
英語（English）
字幕：英語（English）
提供方
CertNexus
CertNexus is a vendor-neutral certification body, providing emerging technology certifications and micro-credentials for Business, Data, Development, IT, and Security professionals. CertNexus’ exams meet the most rigorous development standards possible which outlines a global framework for developing personnel certification programs to narrow the widening skills gap.
授課大綱 - 您將從這門課程中學到什麼
完成時間為 1 小時
Communicate Results to Stakeholders
In the previous courses in this specialization, you put your data through the extract, transform, and load (ETL) process, conducted an analysis of the data, and developed statistical models from the data that cover the three major disciplines of machine learning: classification, regression, and clustering. But you're not done yet. Now it's time to gather your results and present them to stakeholders. After all, you undertook the data science project to achieve business goals, so you need to demonstrate that you were actually successful in doing so. In this first module, you'll report your findings to the project's stakeholders.
完成時間為 1 小時
2 個閱讀材料
完成時間為 12 分鐘
Demonstrate Models in a Web App
One way to create a robust and interesting presentation is to show off your results in a web app. In this module, you'll focus on some of the major technologies that go into creating a web app that you might want to use in a demonstration.
完成時間為 12 分鐘
2 個閱讀材料
完成時間為 2 小時
Implement and Test Production Pipelines
Much of what you've done throughout the data science project can be automated in some way. The goal is to spend less time performing some of the more repetitive tasks, and more time on tasks that require your own judgment. This is where pipeline automation comes into play.
完成時間為 2 小時
2 個閱讀材料
完成時間為 5 小時
Apply What You've Learned
You'll work on a project in which you'll apply your knowledge of the material in this course to practical scenarios.
完成時間為 5 小時
關於 CertNexus 认证数据科学从业人员 專業證書
Data Science professionals earn 25% more than average professional starting salaries. The field of Data Science has topped the Linked In Emerging Jobs list for the last 3 years with a projected growth of 28% annually and the World Economic Forum lists Data Analytics and Scientists as the top emerging job for 2022.
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