Managing Machine Learning Projects Audiobook

[Farid]

English | 2023 | 9781633439023AU | mp3@192 kbps | 10h 12m | 863 MB

Guide machine learning projects from design to production with the techniques in this one-of-a-kind project management guide. No ML skills required

In Managing Machine Learning Projects you'll learn essential machine learning project management techniques, including

Understanding an ML project's requirements
Setting up the infrastructure for the project and resourcing a team
Working with clients and other stakeholders
Dealing with data resources and bringing them into the project for use
Handling the lifecycle of models in the project
Managing the application of ML algorithms
Evaluating the performance of algorithms and models
Making decisions about which models to adopt for delivery
Taking models through development and testing
Integrating models with production systems to create effective applications
Steps and behaviors for managing the ethical implications of ML technology

🌞 Contents of Download:
📌 001 Chapter 1 Introduction Delivering Machine Learning Projects Is Hard Let S Do It Better.mp3 (33:26) (48.21 MB)
📌 002 Chapter 2 Pre-Project From Opportunity To Requirements.mp3 (01:03:52) (90 MB)
📌 003 Chapter 3 Pre-Project From Requirements To Proposal.mp3 (01:01:59) (87.42 MB)
📌 004 Chapter 4 Getting Started.mp3 (01:21:25) (114.1 MB)
📌 005 Chapter 5 Diving Into The Problem.mp3 (01:07:36) (95.13 MB)
📌 006 Chapter 6 EDA, Ethics, And Baseline Evaluations.mp3 (56:06) (79.34 MB)
📌 007 Chapter 7 Making Useful Models With ML.mp3 (58:51) (83.11 MB)
📌 008 Chapter 8 Testing And Selection.mp3 (01:10:01) (98.45 MB)
📌 009 Chapter 9 Sprint 3 System Building And Production.mp3 (01:22:44) (115.92 MB)
📌 010 Chapter 10 Post Project Sprint.mp3 (36:10) (51.96 MB)

🌞 Duration: 10:12:10
🌞 BitRate: 192 Kbps

-----------------------------***[ softwarez.info (OP) ]***-----------------------------

⭐️ Managing Machine Learning Projects Audiobook ✅ (863.63 MB)

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