[Tutorialsplanet.NET] Udemy - The Product Management for AI & Data Science Course 2023
File List
- 02 - Key Technological Concepts for AI & Data/004 Explaining Machine Learning.mp4 134.2 MB
- 02 - Key Technological Concepts for AI & Data/003 A Traditional Algorithm vs. AI.mp4 129.4 MB
- 01 - Intro to Product Management for AI & Data/001 Introduction.mp4 90.3 MB
- 01 - Intro to Product Management for AI & Data/005 Differentiation of a PM in AI & Data.mp4 76.2 MB
- 01 - Intro to Product Management for AI & Data/003 Growing Importance of an AI & Data PM.mp4 67.9 MB
- 01 - Intro to Product Management for AI & Data/002 Course Overview.mp4 63.9 MB
- 06 - Product Development for AI & Data/005 MVPs & MVDs (Minimum Viable Data).mp4 25.4 MB
- 05 - Data Management for AI & Data/001 Data Growth Strategy.mp4 24.8 MB
- 05 - Data Management for AI & Data/004 Crowdsourcing Labeled Data.mp4 20.2 MB
- 04 - User Experience for AI & Data/003 User Research Methods.mp4 19.6 MB
- 06 - Product Development for AI & Data/003 Product Ideation Techniques.mp4 19.6 MB
- 04 - User Experience for AI & Data/002 Getting to the Core Problem.mp4 19.2 MB
- 08 - Evaluating Performance/004 Optimizing for Experience.mp4 18.1 MB
- 03 - Business Strategy for AI & Data/006 AI Business Canvas.mp4 18.1 MB
- 02 - Key Technological Concepts for AI & Data/006 When to use Machine Learning vs. Deep Learning.mp4 18.0 MB
- 06 - Product Development for AI & Data/004 Complexity vs. Benefit Prioritization.mp4 17.3 MB
- 08 - Evaluating Performance/003 Precision, Recall & F1 Score.mp4 17.0 MB
- 12 - Ethics, Privacy, & Bias/003 AI Amplifying Human Bias.mp4 16.6 MB
- 02 - Key Technological Concepts for AI & Data/005 Explaining Deep Learning.mp4 15.8 MB
- 09 - Deployment & Continuous Improvement/001 Model Deployment Methods.mp4 15.7 MB
- 07 - Building The Model/001 Who Should Buid Your Model.mp4 15.0 MB
- 02 - Key Technological Concepts for AI & Data/007 Supervised, Unsupervised, & Reinforcement Learning.mp4 14.9 MB
- 06 - Product Development for AI & Data/001 AI Flywheel Effect.mp4 14.7 MB
- 06 - Product Development for AI & Data/006 Agile & Data Kanban.mp4 14.6 MB
- 12 - Ethics, Privacy, & Bias/002 Bad Actors & Security.mp4 14.5 MB
- 11 - Communication/001 Internal Stakeholder Management.mp4 14.5 MB
- 01 - Intro to Product Management for AI & Data/004 The Role of a Product Manager.mp4 14.5 MB
- 03 - Business Strategy for AI & Data/001 AI Business Model Innovations.mp4 14.3 MB
- 08 - Evaluating Performance/002 The Confusion Matrix.mp4 14.2 MB
- 07 - Building The Model/006 Setting a Model Performance Metric.mp4 14.0 MB
- 07 - Building The Model/005 Timelines & Diminishing Returns.mp4 14.0 MB
- 11 - Communication/002 Setting Data Expectations.mp4 13.8 MB
- 10 - Managing Data Science & AI Teams/003 Roles in AI & Data Teams.mp4 13.8 MB
- 11 - Communication/005 Running Effective Meetings.mp4 13.8 MB
- 07 - Building The Model/003 Machine Learning as a Service (MLaaS).mp4 13.6 MB
- 10 - Managing Data Science & AI Teams/001 AI Hierarchy of Needs.mp4 13.4 MB
- 07 - Building The Model/002 Enterpise AI.mp4 13.3 MB
- 04 - User Experience for AI & Data/005 Prototyping with AI.mp4 13.2 MB
- 04 - User Experience for AI & Data/004 Developing User Personas.mp4 12.9 MB
- 05 - Data Management for AI & Data/005 New Feature Data.mp4 12.7 MB
- 11 - Communication/003 Active Listening & Communication.mp4 12.6 MB
- 09 - Deployment & Continuous Improvement/002 Monitoring Models.mp4 12.5 MB
- 03 - Business Strategy for AI & Data/004 Building a Hypothesis.mp4 12.5 MB
- 11 - Communication/004 Compelling Presentations with Storytelling.mp4 12.4 MB
- 10 - Managing Data Science & AI Teams/002 AI Within an Organization.mp4 12.4 MB
- 01 - Intro to Product Management for AI & Data/006 Product Management vs. Project Management.mp4 12.1 MB
- 08 - Evaluating Performance/001 Dividing Test Data.mp4 12.0 MB
- 10 - Managing Data Science & AI Teams/005 Dual & Triple-Track Agile.mp4 12.0 MB
- 04 - User Experience for AI & Data/001 User Experience for Data & AI.mp4 11.9 MB
- 03 - Business Strategy for AI & Data/002 When to Use AI.mp4 11.7 MB
- 05 - Data Management for AI & Data/007 Databases, Data Warehouses, & Data Lakes.mp4 11.6 MB
- 02 - Key Technological Concepts for AI & Data/001 A Product Manager as an Analytics Translator.mp4 11.4 MB
- 03 - Business Strategy for AI & Data/005 Testing a Hypothesis.mp4 11.3 MB
- 09 - Deployment & Continuous Improvement/003 Selecting a Feedback Metric.mp4 10.9 MB
- 12 - Ethics, Privacy, & Bias/004 Data Laws & Regulations.mp4 10.8 MB
- 03 - Business Strategy for AI & Data/003 SWOT Analysis.mp4 10.5 MB
- 09 - Deployment & Continuous Improvement/004 User Feedback Loops.mp4 10.5 MB
- 12 - Ethics, Privacy, & Bias/001 AI User Concerns.mp4 10.4 MB
- 08 - Evaluating Performance/005 Error Recovery.mp4 10.4 MB
- 05 - Data Management for AI & Data/006 AcquisitionPurchase Data Collection.mp4 10.4 MB
- 07 - Building The Model/004 In-House AI & The Machine Learning Lifecycle.mp4 10.2 MB
- 06 - Product Development for AI & Data/002 Top & Bottom Problem Solving.mp4 9.8 MB
- 05 - Data Management for AI & Data/003 Company Data.mp4 9.5 MB
- 10 - Managing Data Science & AI Teams/004 Managing Team Workflow.mp4 9.4 MB
- 09 - Deployment & Continuous Improvement/005 Shadow Deployments.mp4 9.0 MB
- 02 - Key Technological Concepts for AI & Data/002 Data Analysis vs. Data Science.mp4 8.9 MB
- 05 - Data Management for AI & Data/002 Open Data.mp4 8.7 MB
- 03 - Business Strategy for AI & Data/006 AI-Canvas.pdf 390.7 KB
- 03 - Business Strategy for AI & Data/006 AI-Canvas-Template.pptx 386.1 KB
- 08 - Evaluating Performance/003 Note-46.pdf 242.1 KB
- 08 - Evaluating Performance/002 Note-45.pdf 93.0 KB
- 02 - Key Technological Concepts for AI & Data/007 Note-13.pdf 81.2 KB
- 02 - Key Technological Concepts for AI & Data/006 Note-12.pdf 23.7 KB
- 05 - Data Management for AI & Data/004 Crowdsourcing Labeled Data_en.vtt 8.0 KB
- 02 - Key Technological Concepts for AI & Data/006 When to use Machine Learning vs. Deep Learning_en.vtt 7.4 KB
- 08 - Evaluating Performance/004 Optimizing for Experience_en.vtt 7.4 KB
- 02 - Key Technological Concepts for AI & Data/004 Explaining Machine Learning_en.vtt 7.3 KB
- 06 - Product Development for AI & Data/004 Complexity vs. Benefit Prioritization_en.vtt 6.9 KB
- 12 - Ethics, Privacy, & Bias/003 AI Amplifying Human Bias_en.vtt 6.9 KB
- 06 - Product Development for AI & Data/005 MVPs & MVDs (Minimum Viable Data)_en.vtt 6.9 KB
- 02 - Key Technological Concepts for AI & Data/003 A Traditional Algorithm vs. AI_en.vtt 6.7 KB
- 05 - Data Management for AI & Data/001 Data Growth Strategy_en.vtt 6.7 KB
- 09 - Deployment & Continuous Improvement/001 Model Deployment Methods_en.vtt 6.7 KB
- 12 - Ethics, Privacy, & Bias/002 Bad Actors & Security_en.vtt 6.1 KB
- 07 - Building The Model/001 Who Should Buid Your Model_en.vtt 6.1 KB
- 02 - Key Technological Concepts for AI & Data/007 Supervised, Unsupervised, & Reinforcement Learning_en.vtt 6.0 KB
- 02 - Key Technological Concepts for AI & Data/005 Explaining Deep Learning_en.vtt 6.0 KB
- 06 - Product Development for AI & Data/006 Agile & Data Kanban_en.vtt 5.8 KB
- 11 - Communication/002 Setting Data Expectations_en.vtt 5.8 KB
- 07 - Building The Model/005 Timelines & Diminishing Returns_en.vtt 5.8 KB
- 11 - Communication/005 Running Effective Meetings_en.vtt 5.8 KB
- 11 - Communication/001 Internal Stakeholder Management_en.vtt 5.7 KB
- 07 - Building The Model/002 Enterpise AI_en.vtt 5.7 KB
- 01 - Intro to Product Management for AI & Data/004 The Role of a Product Manager_en.vtt 5.7 KB
- 04 - User Experience for AI & Data/003 User Research Methods_en.vtt 5.7 KB
- 03 - Business Strategy for AI & Data/001 AI Business Model Innovations_en.vtt 5.6 KB
- 10 - Managing Data Science & AI Teams/001 AI Hierarchy of Needs_en.vtt 5.6 KB
- 10 - Managing Data Science & AI Teams/003 Roles in AI & Data Teams_en.vtt 5.5 KB
- 07 - Building The Model/006 Setting a Model Performance Metric_en.vtt 5.5 KB
- 06 - Product Development for AI & Data/003 Product Ideation Techniques_en.vtt 5.4 KB
- 07 - Building The Model/003 Machine Learning as a Service (MLaaS)_en.vtt 5.2 KB
- 04 - User Experience for AI & Data/002 Getting to the Core Problem_en.vtt 5.2 KB
- 04 - User Experience for AI & Data/005 Prototyping with AI_en.vtt 5.2 KB
- 04 - User Experience for AI & Data/004 Developing User Personas_en.vtt 5.2 KB
- 05 - Data Management for AI & Data/005 New Feature Data_en.vtt 5.1 KB
- 09 - Deployment & Continuous Improvement/002 Monitoring Models_en.vtt 5.1 KB
- 08 - Evaluating Performance/001 Dividing Test Data_en.vtt 5.1 KB
- 10 - Managing Data Science & AI Teams/002 AI Within an Organization_en.vtt 5.0 KB
- 11 - Communication/003 Active Listening & Communication_en.vtt 5.0 KB
- 11 - Communication/004 Compelling Presentations with Storytelling_en.vtt 5.0 KB
- 03 - Business Strategy for AI & Data/004 Building a Hypothesis_en.vtt 4.9 KB
- 08 - Evaluating Performance/003 Precision, Recall & F1 Score_en.vtt 4.8 KB
- 01 - Intro to Product Management for AI & Data/001 Introduction_en.vtt 4.8 KB
- 03 - Business Strategy for AI & Data/006 AI Business Canvas_en.vtt 4.8 KB
- 03 - Business Strategy for AI & Data/002 When to Use AI_en.vtt 4.8 KB
- 03 - Business Strategy for AI & Data/005 Testing a Hypothesis_en.vtt 4.7 KB
- 10 - Managing Data Science & AI Teams/005 Dual & Triple-Track Agile_en.vtt 4.7 KB
- 12 - Ethics, Privacy, & Bias/004 Data Laws & Regulations_en.vtt 4.7 KB
- 08 - Evaluating Performance/005 Error Recovery_en.vtt 4.7 KB
- 01 - Intro to Product Management for AI & Data/006 Product Management vs. Project Management_en.vtt 4.7 KB
- 05 - Data Management for AI & Data/007 Databases, Data Warehouses, & Data Lakes_en.vtt 4.6 KB
- 09 - Deployment & Continuous Improvement/003 Selecting a Feedback Metric_en.vtt 4.6 KB
- 09 - Deployment & Continuous Improvement/004 User Feedback Loops_en.vtt 4.5 KB
- 04 - User Experience for AI & Data/001 User Experience for Data & AI_en.vtt 4.5 KB
- 12 - Ethics, Privacy, & Bias/001 AI User Concerns_en.vtt 4.3 KB
- 03 - Business Strategy for AI & Data/003 SWOT Analysis_en.vtt 4.3 KB
- 02 - Key Technological Concepts for AI & Data/001 A Product Manager as an Analytics Translator_en.vtt 4.1 KB
- 07 - Building The Model/004 In-House AI & The Machine Learning Lifecycle_en.vtt 4.1 KB
- 06 - Product Development for AI & Data/001 AI Flywheel Effect_en.vtt 4.0 KB
- 09 - Deployment & Continuous Improvement/005 Shadow Deployments_en.vtt 4.0 KB
- 08 - Evaluating Performance/002 The Confusion Matrix_en.vtt 4.0 KB
- 01 - Intro to Product Management for AI & Data/005 Differentiation of a PM in AI & Data_en.vtt 4.0 KB
- 06 - Product Development for AI & Data/002 Top & Bottom Problem Solving_en.vtt 3.9 KB
- 05 - Data Management for AI & Data/006 AcquisitionPurchase Data Collection_en.vtt 3.9 KB
- 10 - Managing Data Science & AI Teams/004 Managing Team Workflow_en.vtt 3.8 KB
- 05 - Data Management for AI & Data/003 Company Data_en.vtt 3.7 KB
- 05 - Data Management for AI & Data/002 Open Data_en.vtt 3.7 KB
- 01 - Intro to Product Management for AI & Data/003 Growing Importance of an AI & Data PM_en.vtt 3.6 KB
- 02 - Key Technological Concepts for AI & Data/002 Data Analysis vs. Data Science_en.vtt 3.4 KB
- 01 - Intro to Product Management for AI & Data/002 Course Overview_en.vtt 3.2 KB
- 02 - Key Technological Concepts for AI & Data/external-links.txt 313 bytes
- 10 - Managing Data Science & AI Teams/external-links.txt 238 bytes
- 01 - Intro to Product Management for AI & Data/external-links.txt 175 bytes
- 10 - Managing Data Science & AI Teams/004 Cleaning-Big-Data-Most-Time-Consuming-Least-Enjoyable-Data-Science-Task-Survey-Says.url 169 bytes
- 05 - Data Management for AI & Data/external-links.txt 155 bytes
- 09 - Deployment & Continuous Improvement/external-links.txt 146 bytes
- 05 - Data Management for AI & Data/002 List-of-Open-Data-Sources.url 144 bytes
- 0. Websites you may like/[Tutorialsplanet.NET].url 128 bytes
- 01 - Intro to Product Management for AI & Data/[Tutorialsplanet.NET].url 128 bytes
- 05 - Data Management for AI & Data/[Tutorialsplanet.NET].url 128 bytes
- 11 - Communication/[Tutorialsplanet.NET].url 128 bytes
- [Tutorialsplanet.NET].url 128 bytes
- 02 - Key Technological Concepts for AI & Data/001 Lost-in-Translation.url 125 bytes
- 01 - Intro to Product Management for AI & Data/003 Why-do-87-of-data-science-projects-never-make-it-into-production-.url 124 bytes
- 07 - Building The Model/external-links.txt 123 bytes
- 02 - Key Technological Concepts for AI & Data/001 You-Don-t-Have-to-Be-a-Data-Scientist-to-Fill-This-Must-Have-Analytics-Role.url 122 bytes
- 09 - Deployment & Continuous Improvement/001 Hidden-Technical-Debt-in-Machine-Learning-Systems.url 111 bytes
- 07 - Building The Model/002 Database-of-Enterprise-AI-Companies.url 61 bytes
- 07 - Building The Model/002 TOPBOTS.url 48 bytes
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