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[Tutorialsplanet.NET] Udemy - The Product Management for AI & Data Science Course 2023
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2024-7-10 20:14
2024-9-8 05:56
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1.37 GB
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相关链接
Tutorialsplanet
NET
Udemy
-
The
Product
Management
for
AI
&
Data
Science
Course
2023
文件列表
01 - Intro to Product Management for AI & Data/001 Introduction.mp4
90.26MB
01 - Intro to Product Management for AI & Data/002 Course Overview.mp4
63.94MB
01 - Intro to Product Management for AI & Data/003 Growing Importance of an AI & Data PM.mp4
67.95MB
01 - Intro to Product Management for AI & Data/004 The Role of a Product Manager.mp4
14.46MB
01 - Intro to Product Management for AI & Data/005 Differentiation of a PM in AI & Data.mp4
76.25MB
01 - Intro to Product Management for AI & Data/006 Product Management vs. Project Management.mp4
12.09MB
02 - Key Technological Concepts for AI & Data/001 A Product Manager as an Analytics Translator.mp4
11.38MB
02 - Key Technological Concepts for AI & Data/002 Data Analysis vs. Data Science.mp4
8.94MB
02 - Key Technological Concepts for AI & Data/003 A Traditional Algorithm vs. AI.mp4
129.37MB
02 - Key Technological Concepts for AI & Data/004 Explaining Machine Learning.mp4
134.19MB
02 - Key Technological Concepts for AI & Data/005 Explaining Deep Learning.mp4
15.79MB
02 - Key Technological Concepts for AI & Data/006 When to use Machine Learning vs. Deep Learning.mp4
17.98MB
02 - Key Technological Concepts for AI & Data/007 Supervised, Unsupervised, & Reinforcement Learning.mp4
14.86MB
03 - Business Strategy for AI & Data/001 AI Business Model Innovations.mp4
14.32MB
03 - Business Strategy for AI & Data/002 When to Use AI.mp4
11.71MB
03 - Business Strategy for AI & Data/003 SWOT Analysis.mp4
10.54MB
03 - Business Strategy for AI & Data/004 Building a Hypothesis.mp4
12.48MB
03 - Business Strategy for AI & Data/005 Testing a Hypothesis.mp4
11.28MB
03 - Business Strategy for AI & Data/006 AI Business Canvas.mp4
18.09MB
04 - User Experience for AI & Data/001 User Experience for Data & AI.mp4
11.91MB
04 - User Experience for AI & Data/002 Getting to the Core Problem.mp4
19.15MB
04 - User Experience for AI & Data/003 User Research Methods.mp4
19.62MB
04 - User Experience for AI & Data/004 Developing User Personas.mp4
12.91MB
04 - User Experience for AI & Data/005 Prototyping with AI.mp4
13.19MB
05 - Data Management for AI & Data/001 Data Growth Strategy.mp4
24.75MB
05 - Data Management for AI & Data/002 Open Data.mp4
8.74MB
05 - Data Management for AI & Data/003 Company Data.mp4
9.55MB
05 - Data Management for AI & Data/004 Crowdsourcing Labeled Data.mp4
20.24MB
05 - Data Management for AI & Data/005 New Feature Data.mp4
12.72MB
05 - Data Management for AI & Data/006 AcquisitionPurchase Data Collection.mp4
10.36MB
05 - Data Management for AI & Data/007 Databases, Data Warehouses, & Data Lakes.mp4
11.63MB
06 - Product Development for AI & Data/001 AI Flywheel Effect.mp4
14.71MB
06 - Product Development for AI & Data/002 Top & Bottom Problem Solving.mp4
9.76MB
06 - Product Development for AI & Data/003 Product Ideation Techniques.mp4
19.61MB
06 - Product Development for AI & Data/004 Complexity vs. Benefit Prioritization.mp4
17.31MB
06 - Product Development for AI & Data/005 MVPs & MVDs (Minimum Viable Data).mp4
25.35MB
06 - Product Development for AI & Data/006 Agile & Data Kanban.mp4
14.64MB
07 - Building The Model/001 Who Should Buid Your Model.mp4
14.96MB
07 - Building The Model/002 Enterpise AI.mp4
13.27MB
07 - Building The Model/003 Machine Learning as a Service (MLaaS).mp4
13.57MB
07 - Building The Model/004 In-House AI & The Machine Learning Lifecycle.mp4
10.2MB
07 - Building The Model/005 Timelines & Diminishing Returns.mp4
14MB
07 - Building The Model/006 Setting a Model Performance Metric.mp4
14.05MB
08 - Evaluating Performance/001 Dividing Test Data.mp4
11.96MB
08 - Evaluating Performance/002 The Confusion Matrix.mp4
14.24MB
08 - Evaluating Performance/003 Precision, Recall & F1 Score.mp4
17.04MB
08 - Evaluating Performance/004 Optimizing for Experience.mp4
18.09MB
08 - Evaluating Performance/005 Error Recovery.mp4
10.37MB
09 - Deployment & Continuous Improvement/001 Model Deployment Methods.mp4
15.72MB
09 - Deployment & Continuous Improvement/002 Monitoring Models.mp4
12.53MB
09 - Deployment & Continuous Improvement/003 Selecting a Feedback Metric.mp4
10.86MB
09 - Deployment & Continuous Improvement/004 User Feedback Loops.mp4
10.46MB
09 - Deployment & Continuous Improvement/005 Shadow Deployments.mp4
9.02MB
10 - Managing Data Science & AI Teams/001 AI Hierarchy of Needs.mp4
13.42MB
10 - Managing Data Science & AI Teams/002 AI Within an Organization.mp4
12.38MB
10 - Managing Data Science & AI Teams/003 Roles in AI & Data Teams.mp4
13.78MB
10 - Managing Data Science & AI Teams/004 Managing Team Workflow.mp4
9.42MB
10 - Managing Data Science & AI Teams/005 Dual & Triple-Track Agile.mp4
11.96MB
11 - Communication/001 Internal Stakeholder Management.mp4
14.49MB
11 - Communication/002 Setting Data Expectations.mp4
13.79MB
11 - Communication/003 Active Listening & Communication.mp4
12.56MB
11 - Communication/004 Compelling Presentations with Storytelling.mp4
12.44MB
11 - Communication/005 Running Effective Meetings.mp4
13.78MB
12 - Ethics, Privacy, & Bias/001 AI User Concerns.mp4
10.39MB
12 - Ethics, Privacy, & Bias/002 Bad Actors & Security.mp4
14.51MB
12 - Ethics, Privacy, & Bias/003 AI Amplifying Human Bias.mp4
16.57MB
12 - Ethics, Privacy, & Bias/004 Data Laws & Regulations.mp4
10.79MB
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