[ WebToolTip.com ] Udemy - Frame ML Projects - Turn Business Needs into Real Solutions
大小
1022.6 MB
文件数
38
Info Hash:
591B078679B0F125F47829F5844C4CEB6D769200
收录时间
2025-12-12 20:48:07
更新时间
2025-12-19 11:52:41
文件列表 (38)
Get Bonus Downloads Here.url
180 B
~Get Your Files Here !/1 - Introduction/1 -Why Most ML Projects Fail — and How Framing Fixes It.mp4
34 MB
~Get Your Files Here !/1 - Introduction/2 -How We Use AI to Deliver This Course.mp4
21.86 MB
~Get Your Files Here !/1 - Introduction/3 -Who This Course Is For.mp4
7.71 MB
~Get Your Files Here !/1 - Introduction/4 -What You’ll Walk Away With.mp4
14.68 MB
~Get Your Files Here !/1 - Introduction/5 -The Role of a Problem Framer.mp4
10.19 MB
~Get Your Files Here !/1 - Introduction/6 -Where Framing Fits in the ML Lifecycle.mp4
9.41 MB
~Get Your Files Here !/10 - Wrap-Up & Career Connection/1 -Final Recap & Framing Checklist.mp4
28.01 MB
~Get Your Files Here !/10 - Wrap-Up & Career Connection/2 -Applying Framing in Your Role & Resume.mp4
20.83 MB
~Get Your Files Here !/2 - Why Framing Matters/1 -Why ML Projects Fail.mp4
28.97 MB
~Get Your Files Here !/2 - Why Framing Matters/2 -Cost of Poorly Scoped Problems.mp4
29.27 MB
~Get Your Files Here !/2 - Why Framing Matters/3 -The Framing Framework Overview.mp4
37.4 MB
~Get Your Files Here !/3 - Step 1 Clarify the Intent/1 -Business Questions vs ML Problems.mp4
31.92 MB
~Get Your Files Here !/3 - Step 1 Clarify the Intent/2 -Components of a Well-Defined Problem.mp4
29.28 MB
~Get Your Files Here !/3 - Step 1 Clarify the Intent/3 -Common Pitfalls & Anti-Patterns.mp4
27.54 MB
~Get Your Files Here !/4 - Step 2 Translate Goals into ML Tasks/1 -Are We Predicting or Just Describing.mp4
24.94 MB
~Get Your Files Here !/4 - Step 2 Translate Goals into ML Tasks/2 -Are the Signals Strong Enough.mp4
25.12 MB
~Get Your Files Here !/4 - Step 2 Translate Goals into ML Tasks/3 -Do We Have Outcome Labels.mp4
25.18 MB
~Get Your Files Here !/5 - Step 3 Define Success/1 -Defining Business Success Metrics.mp4
33.28 MB
~Get Your Files Here !/5 - Step 3 Define Success/2 -Translating Metrics into ML Terms.mp4
26.62 MB
~Get Your Files Here !/5 - Step 3 Define Success/3 -Aligning ML KPIs with Business Goals.mp4
24.56 MB
~Get Your Files Here !/5 - Step 3 Define Success/4 -Success Criteria Checklist.mp4
30.04 MB
~Get Your Files Here !/6 - Step 4 Align Stakeholders/1 -Mapping Stakeholders.mp4
30.24 MB
~Get Your Files Here !/6 - Step 4 Align Stakeholders/2 -Understanding Stakeholder Pain Points.mp4
33.49 MB
~Get Your Files Here !/6 - Step 4 Align Stakeholders/3 -Asking the Right Questions.mp4
29 MB
~Get Your Files Here !/6 - Step 4 Align Stakeholders/4 -Stakeholder Alignment Techniques.mp4
31.27 MB
~Get Your Files Here !/6 - Step 4 Align Stakeholders/5 -Communicating Framing with Artifacts.mp4
22.99 MB
~Get Your Files Here !/7 - Step 5 Evaluate Feasibility & Constraints/1 -Technical Feasibility.mp4
38.09 MB
~Get Your Files Here !/7 - Step 5 Evaluate Feasibility & Constraints/2 -Data Availability & Quality.mp4
44.19 MB
~Get Your Files Here !/7 - Step 5 Evaluate Feasibility & Constraints/3 -Resource & Timeline Constraints.mp4
28.66 MB
~Get Your Files Here !/7 - Step 5 Evaluate Feasibility & Constraints/4 -Ethical & Legal Considerations.mp4
34.39 MB
~Get Your Files Here !/8 - Risk & Assumption Management/1 -Identifying Risks Early.mp4
34.13 MB
~Get Your Files Here !/8 - Risk & Assumption Management/2 -Listing and Validating Assumptions.mp4
32.54 MB
~Get Your Files Here !/8 - Risk & Assumption Management/3 -Planning for Feedback Loops.mp4
31.46 MB
~Get Your Files Here !/9 - Case Study Walkthrough/1 -Case From Vague Request to Framed Problem.mp4
35.22 MB
~Get Your Files Here !/9 - Case Study Walkthrough/2 -Case Scoping & Metrics in Action.mp4
37.37 MB
~Get Your Files Here !/9 - Case Study Walkthrough/3 -Case Feasibility, Risks & Summary.mp4
38.75 MB
~Get Your Files Here !/Bonus Resources.txt
70 B