Udemy - Frame ML Projects - Turn Business Needs into Real Solutions
File List
| File | Size |
|---|---|
| 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 |
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