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[Tutorialsplanet.NET] Udemy - The Product Management for AI & Data Science Course 2023
magnet:?xt=urn:btih:06c8c5cb95a6631e6264ceec2f0628f97e8ff62a&dn=[Tutorialsplanet.NET] Udemy - The Product Management for AI & Data Science Course 2023
磁力链接详情
Hash值:
06c8c5cb95a6631e6264ceec2f0628f97e8ff62a
点击数:
29
文件大小:
1.37 GB
文件数量:
67
创建日期:
2024-7-10 20:14
最后访问:
2024-7-18 17:09
访问标签:
Tutorialsplanet
NET
Udemy
-
The
Product
Management
for
AI
&
Data
Science
Course
2023
文件列表详情
01 - Intro to Product Management for AI & Data/001 Introduction.mp4 90.26 MB
01 - Intro to Product Management for AI & Data/002 Course Overview.mp4 63.94 MB
01 - Intro to Product Management for AI & Data/003 Growing Importance of an AI & Data PM.mp4 67.95 MB
01 - Intro to Product Management for AI & Data/004 The Role of a Product Manager.mp4 14.46 MB
01 - Intro to Product Management for AI & Data/005 Differentiation of a PM in AI & Data.mp4 76.25 MB
01 - Intro to Product Management for AI & Data/006 Product Management vs. Project Management.mp4 12.09 MB
02 - Key Technological Concepts for AI & Data/001 A Product Manager as an Analytics Translator.mp4 11.38 MB
02 - Key Technological Concepts for AI & Data/002 Data Analysis vs. Data Science.mp4 8.94 MB
02 - Key Technological Concepts for AI & Data/003 A Traditional Algorithm vs. AI.mp4 129.37 MB
02 - Key Technological Concepts for AI & Data/004 Explaining Machine Learning.mp4 134.19 MB
02 - Key Technological Concepts for AI & Data/005 Explaining Deep Learning.mp4 15.79 MB
02 - Key Technological Concepts for AI & Data/006 When to use Machine Learning vs. Deep Learning.mp4 17.98 MB
02 - Key Technological Concepts for AI & Data/007 Supervised, Unsupervised, & Reinforcement Learning.mp4 14.86 MB
03 - Business Strategy for AI & Data/001 AI Business Model Innovations.mp4 14.32 MB
03 - Business Strategy for AI & Data/002 When to Use AI.mp4 11.71 MB
03 - Business Strategy for AI & Data/003 SWOT Analysis.mp4 10.54 MB
03 - Business Strategy for AI & Data/004 Building a Hypothesis.mp4 12.48 MB
03 - Business Strategy for AI & Data/005 Testing a Hypothesis.mp4 11.28 MB
03 - Business Strategy for AI & Data/006 AI Business Canvas.mp4 18.09 MB
04 - User Experience for AI & Data/001 User Experience for Data & AI.mp4 11.91 MB
04 - User Experience for AI & Data/002 Getting to the Core Problem.mp4 19.15 MB
04 - User Experience for AI & Data/003 User Research Methods.mp4 19.62 MB
04 - User Experience for AI & Data/004 Developing User Personas.mp4 12.91 MB
04 - User Experience for AI & Data/005 Prototyping with AI.mp4 13.19 MB
05 - Data Management for AI & Data/001 Data Growth Strategy.mp4 24.75 MB
05 - Data Management for AI & Data/002 Open Data.mp4 8.74 MB
05 - Data Management for AI & Data/003 Company Data.mp4 9.55 MB
05 - Data Management for AI & Data/004 Crowdsourcing Labeled Data.mp4 20.24 MB
05 - Data Management for AI & Data/005 New Feature Data.mp4 12.72 MB
05 - Data Management for AI & Data/006 AcquisitionPurchase Data Collection.mp4 10.36 MB
05 - Data Management for AI & Data/007 Databases, Data Warehouses, & Data Lakes.mp4 11.63 MB
06 - Product Development for AI & Data/001 AI Flywheel Effect.mp4 14.71 MB
06 - Product Development for AI & Data/002 Top & Bottom Problem Solving.mp4 9.76 MB
06 - Product Development for AI & Data/003 Product Ideation Techniques.mp4 19.61 MB
06 - Product Development for AI & Data/004 Complexity vs. Benefit Prioritization.mp4 17.31 MB
06 - Product Development for AI & Data/005 MVPs & MVDs (Minimum Viable Data).mp4 25.35 MB
06 - Product Development for AI & Data/006 Agile & Data Kanban.mp4 14.64 MB
07 - Building The Model/001 Who Should Buid Your Model.mp4 14.96 MB
07 - Building The Model/002 Enterpise AI.mp4 13.27 MB
07 - Building The Model/003 Machine Learning as a Service (MLaaS).mp4 13.57 MB
07 - Building The Model/004 In-House AI & The Machine Learning Lifecycle.mp4 10.2 MB
07 - Building The Model/005 Timelines & Diminishing Returns.mp4 14 MB
07 - Building The Model/006 Setting a Model Performance Metric.mp4 14.05 MB
08 - Evaluating Performance/001 Dividing Test Data.mp4 11.96 MB
08 - Evaluating Performance/002 The Confusion Matrix.mp4 14.24 MB
08 - Evaluating Performance/003 Precision, Recall & F1 Score.mp4 17.04 MB
08 - Evaluating Performance/004 Optimizing for Experience.mp4 18.09 MB
08 - Evaluating Performance/005 Error Recovery.mp4 10.37 MB
09 - Deployment & Continuous Improvement/001 Model Deployment Methods.mp4 15.72 MB
09 - Deployment & Continuous Improvement/002 Monitoring Models.mp4 12.53 MB
09 - Deployment & Continuous Improvement/003 Selecting a Feedback Metric.mp4 10.86 MB
09 - Deployment & Continuous Improvement/004 User Feedback Loops.mp4 10.46 MB
09 - Deployment & Continuous Improvement/005 Shadow Deployments.mp4 9.02 MB
10 - Managing Data Science & AI Teams/001 AI Hierarchy of Needs.mp4 13.42 MB
10 - Managing Data Science & AI Teams/002 AI Within an Organization.mp4 12.38 MB
10 - Managing Data Science & AI Teams/003 Roles in AI & Data Teams.mp4 13.78 MB
10 - Managing Data Science & AI Teams/004 Managing Team Workflow.mp4 9.42 MB
10 - Managing Data Science & AI Teams/005 Dual & Triple-Track Agile.mp4 11.96 MB
11 - Communication/001 Internal Stakeholder Management.mp4 14.49 MB
11 - Communication/002 Setting Data Expectations.mp4 13.79 MB
11 - Communication/003 Active Listening & Communication.mp4 12.56 MB
11 - Communication/004 Compelling Presentations with Storytelling.mp4 12.44 MB
11 - Communication/005 Running Effective Meetings.mp4 13.78 MB
12 - Ethics, Privacy, & Bias/001 AI User Concerns.mp4 10.39 MB
12 - Ethics, Privacy, & Bias/002 Bad Actors & Security.mp4 14.51 MB
12 - Ethics, Privacy, & Bias/003 AI Amplifying Human Bias.mp4 16.57 MB
12 - Ethics, Privacy, & Bias/004 Data Laws & Regulations.mp4 10.79 MB
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