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0. Websites you may like/[Tutorialsplanet.NET].url 128 B
01 - Intro to Product Management for AI & Data/001 Introduction.mp4 90.26 MB
01 - Intro to Product Management for AI & Data/001 Introduction_en.vtt 4.77 KB
01 - Intro to Product Management for AI & Data/002 Course Overview.mp4 63.94 MB
01 - Intro to Product Management for AI & Data/002 Course Overview_en.vtt 3.19 KB
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/003 Growing Importance of an AI & Data PM_en.vtt 3.65 KB
01 - Intro to Product Management for AI & Data/003 Why-do-87-of-data-science-projects-never-make-it-into-production-.url 124 B
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/004 The Role of a Product Manager_en.vtt 5.66 KB
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/005 Differentiation of a PM in AI & Data_en.vtt 3.96 KB
01 - Intro to Product Management for AI & Data/006 Product Management vs. Project Management.mp4 12.09 MB
01 - Intro to Product Management for AI & Data/006 Product Management vs. Project Management_en.vtt 4.65 KB
01 - Intro to Product Management for AI & Data/[Tutorialsplanet.NET].url 128 B
01 - Intro to Product Management for AI & Data/external-links.txt 175 B
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/001 A Product Manager as an Analytics Translator_en.vtt 4.08 KB
02 - Key Technological Concepts for AI & Data/001 Lost-in-Translation.url 125 B
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 B
02 - Key Technological Concepts for AI & Data/002 Data Analysis vs. Data Science.mp4 8.94 MB
02 - Key Technological Concepts for AI & Data/002 Data Analysis vs. Data Science_en.vtt 3.39 KB
02 - Key Technological Concepts for AI & Data/003 A Traditional Algorithm vs. AI.mp4 129.37 MB
02 - Key Technological Concepts for AI & Data/003 A Traditional Algorithm vs. AI_en.vtt 6.67 KB
02 - Key Technological Concepts for AI & Data/004 Explaining Machine Learning.mp4 134.19 MB
02 - Key Technological Concepts for AI & Data/004 Explaining Machine Learning_en.vtt 7.28 KB
02 - Key Technological Concepts for AI & Data/005 Explaining Deep Learning.mp4 15.79 MB
02 - Key Technological Concepts for AI & Data/005 Explaining Deep Learning_en.vtt 5.97 KB
02 - Key Technological Concepts for AI & Data/006 Note-12.pdf 23.65 KB
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/006 When to use Machine Learning vs. Deep Learning_en.vtt 7.44 KB
02 - Key Technological Concepts for AI & Data/007 Note-13.pdf 81.23 KB
02 - Key Technological Concepts for AI & Data/007 Supervised, Unsupervised, & Reinforcement Learning.mp4 14.86 MB
02 - Key Technological Concepts for AI & Data/007 Supervised, Unsupervised, & Reinforcement Learning_en.vtt 5.99 KB
02 - Key Technological Concepts for AI & Data/external-links.txt 313 B
03 - Business Strategy for AI & Data/001 AI Business Model Innovations.mp4 14.32 MB
03 - Business Strategy for AI & Data/001 AI Business Model Innovations_en.vtt 5.62 KB
03 - Business Strategy for AI & Data/002 When to Use AI.mp4 11.71 MB
03 - Business Strategy for AI & Data/002 When to Use AI_en.vtt 4.76 KB
03 - Business Strategy for AI & Data/003 SWOT Analysis.mp4 10.54 MB
03 - Business Strategy for AI & Data/003 SWOT Analysis_en.vtt 4.28 KB
03 - Business Strategy for AI & Data/004 Building a Hypothesis.mp4 12.48 MB
03 - Business Strategy for AI & Data/004 Building a Hypothesis_en.vtt 4.88 KB
03 - Business Strategy for AI & Data/005 Testing a Hypothesis.mp4 11.28 MB
03 - Business Strategy for AI & Data/005 Testing a Hypothesis_en.vtt 4.74 KB
03 - Business Strategy for AI & Data/006 AI Business Canvas.mp4 18.09 MB
03 - Business Strategy for AI & Data/006 AI Business Canvas_en.vtt 4.77 KB
03 - Business Strategy for AI & Data/006 AI-Canvas-Template.pptx 386.09 KB
03 - Business Strategy for AI & Data/006 AI-Canvas.pdf 390.71 KB
04 - User Experience for AI & Data/001 User Experience for Data & AI.mp4 11.91 MB
04 - User Experience for AI & Data/001 User Experience for Data & AI_en.vtt 4.54 KB
04 - User Experience for AI & Data/002 Getting to the Core Problem.mp4 19.15 MB
04 - User Experience for AI & Data/002 Getting to the Core Problem_en.vtt 5.21 KB
04 - User Experience for AI & Data/003 User Research Methods.mp4 19.62 MB
04 - User Experience for AI & Data/003 User Research Methods_en.vtt 5.65 KB
04 - User Experience for AI & Data/004 Developing User Personas.mp4 12.91 MB
04 - User Experience for AI & Data/004 Developing User Personas_en.vtt 5.17 KB
04 - User Experience for AI & Data/005 Prototyping with AI.mp4 13.19 MB
04 - User Experience for AI & Data/005 Prototyping with AI_en.vtt 5.17 KB
05 - Data Management for AI & Data/001 Data Growth Strategy.mp4 24.75 MB
05 - Data Management for AI & Data/001 Data Growth Strategy_en.vtt 6.66 KB
05 - Data Management for AI & Data/002 List-of-Open-Data-Sources.url 144 B
05 - Data Management for AI & Data/002 Open Data.mp4 8.74 MB
05 - Data Management for AI & Data/002 Open Data_en.vtt 3.66 KB
05 - Data Management for AI & Data/003 Company Data.mp4 9.55 MB
05 - Data Management for AI & Data/003 Company Data_en.vtt 3.73 KB
05 - Data Management for AI & Data/004 Crowdsourcing Labeled Data.mp4 20.24 MB
05 - Data Management for AI & Data/004 Crowdsourcing Labeled Data_en.vtt 8.01 KB
05 - Data Management for AI & Data/005 New Feature Data.mp4 12.72 MB
05 - Data Management for AI & Data/005 New Feature Data_en.vtt 5.08 KB
05 - Data Management for AI & Data/006 AcquisitionPurchase Data Collection.mp4 10.36 MB
05 - Data Management for AI & Data/006 AcquisitionPurchase Data Collection_en.vtt 3.91 KB
05 - Data Management for AI & Data/007 Databases, Data Warehouses, & Data Lakes.mp4 11.63 MB
05 - Data Management for AI & Data/007 Databases, Data Warehouses, & Data Lakes_en.vtt 4.64 KB
05 - Data Management for AI & Data/[Tutorialsplanet.NET].url 128 B
05 - Data Management for AI & Data/external-links.txt 155 B
06 - Product Development for AI & Data/001 AI Flywheel Effect.mp4 14.71 MB
06 - Product Development for AI & Data/001 AI Flywheel Effect_en.vtt 4 KB
06 - Product Development for AI & Data/002 Top & Bottom Problem Solving.mp4 9.76 MB
06 - Product Development for AI & Data/002 Top & Bottom Problem Solving_en.vtt 3.93 KB
06 - Product Development for AI & Data/003 Product Ideation Techniques.mp4 19.61 MB
06 - Product Development for AI & Data/003 Product Ideation Techniques_en.vtt 5.36 KB
06 - Product Development for AI & Data/004 Complexity vs. Benefit Prioritization.mp4 17.31 MB
06 - Product Development for AI & Data/004 Complexity vs. Benefit Prioritization_en.vtt 6.92 KB
06 - Product Development for AI & Data/005 MVPs & MVDs (Minimum Viable Data).mp4 25.35 MB
06 - Product Development for AI & Data/005 MVPs & MVDs (Minimum Viable Data)_en.vtt 6.89 KB
06 - Product Development for AI & Data/006 Agile & Data Kanban.mp4 14.64 MB
06 - Product Development for AI & Data/006 Agile & Data Kanban_en.vtt 5.84 KB
07 - Building The Model/001 Who Should Buid Your Model.mp4 14.96 MB
07 - Building The Model/001 Who Should Buid Your Model_en.vtt 6.05 KB
07 - Building The Model/002 Database-of-Enterprise-AI-Companies.url 61 B
07 - Building The Model/002 Enterpise AI.mp4 13.27 MB
07 - Building The Model/002 Enterpise AI_en.vtt 5.67 KB
07 - Building The Model/002 TOPBOTS.url 48 B
07 - Building The Model/003 Machine Learning as a Service (MLaaS).mp4 13.57 MB
07 - Building The Model/003 Machine Learning as a Service (MLaaS)_en.vtt 5.21 KB
07 - Building The Model/004 In-House AI & The Machine Learning Lifecycle.mp4 10.2 MB
07 - Building The Model/004 In-House AI & The Machine Learning Lifecycle_en.vtt 4.07 KB
07 - Building The Model/005 Timelines & Diminishing Returns.mp4 14 MB
07 - Building The Model/005 Timelines & Diminishing Returns_en.vtt 5.81 KB
07 - Building The Model/006 Setting a Model Performance Metric.mp4 14.05 MB
07 - Building The Model/006 Setting a Model Performance Metric_en.vtt 5.5 KB
07 - Building The Model/external-links.txt 123 B
08 - Evaluating Performance/001 Dividing Test Data.mp4 11.96 MB
08 - Evaluating Performance/001 Dividing Test Data_en.vtt 5.05 KB
08 - Evaluating Performance/002 Note-45.pdf 93.04 KB
08 - Evaluating Performance/002 The Confusion Matrix.mp4 14.24 MB
08 - Evaluating Performance/002 The Confusion Matrix_en.vtt 3.99 KB
08 - Evaluating Performance/003 Note-46.pdf 242.14 KB
08 - Evaluating Performance/003 Precision, Recall & F1 Score.mp4 17.04 MB
08 - Evaluating Performance/003 Precision, Recall & F1 Score_en.vtt 4.79 KB
08 - Evaluating Performance/004 Optimizing for Experience.mp4 18.09 MB
08 - Evaluating Performance/004 Optimizing for Experience_en.vtt 7.43 KB
08 - Evaluating Performance/005 Error Recovery.mp4 10.37 MB
08 - Evaluating Performance/005 Error Recovery_en.vtt 4.66 KB
09 - Deployment & Continuous Improvement/001 Hidden-Technical-Debt-in-Machine-Learning-Systems.url 111 B
09 - Deployment & Continuous Improvement/001 Model Deployment Methods.mp4 15.72 MB
09 - Deployment & Continuous Improvement/001 Model Deployment Methods_en.vtt 6.65 KB
09 - Deployment & Continuous Improvement/002 Monitoring Models.mp4 12.53 MB
09 - Deployment & Continuous Improvement/002 Monitoring Models_en.vtt 5.08 KB
09 - Deployment & Continuous Improvement/003 Selecting a Feedback Metric.mp4 10.86 MB
09 - Deployment & Continuous Improvement/003 Selecting a Feedback Metric_en.vtt 4.61 KB
09 - Deployment & Continuous Improvement/004 User Feedback Loops.mp4 10.46 MB
09 - Deployment & Continuous Improvement/004 User Feedback Loops_en.vtt 4.55 KB
09 - Deployment & Continuous Improvement/005 Shadow Deployments.mp4 9.02 MB
09 - Deployment & Continuous Improvement/005 Shadow Deployments_en.vtt 3.99 KB
09 - Deployment & Continuous Improvement/external-links.txt 146 B
10 - Managing Data Science & AI Teams/001 AI Hierarchy of Needs.mp4 13.42 MB
10 - Managing Data Science & AI Teams/001 AI Hierarchy of Needs_en.vtt 5.6 KB
10 - Managing Data Science & AI Teams/002 AI Within an Organization.mp4 12.38 MB
10 - Managing Data Science & AI Teams/002 AI Within an Organization_en.vtt 5.02 KB
10 - Managing Data Science & AI Teams/003 Roles in AI & Data Teams.mp4 13.78 MB
10 - Managing Data Science & AI Teams/003 Roles in AI & Data Teams_en.vtt 5.52 KB
10 - Managing Data Science & AI Teams/004 Cleaning-Big-Data-Most-Time-Consuming-Least-Enjoyable-Data-Science-Task-Survey-Says.url 169 B
10 - Managing Data Science & AI Teams/004 Managing Team Workflow.mp4 9.42 MB
10 - Managing Data Science & AI Teams/004 Managing Team Workflow_en.vtt 3.84 KB
10 - Managing Data Science & AI Teams/005 Dual & Triple-Track Agile.mp4 11.96 MB
10 - Managing Data Science & AI Teams/005 Dual & Triple-Track Agile_en.vtt 4.73 KB
10 - Managing Data Science & AI Teams/external-links.txt 238 B
11 - Communication/001 Internal Stakeholder Management.mp4 14.49 MB
11 - Communication/001 Internal Stakeholder Management_en.vtt 5.72 KB
11 - Communication/002 Setting Data Expectations.mp4 13.79 MB
11 - Communication/002 Setting Data Expectations_en.vtt 5.84 KB
11 - Communication/003 Active Listening & Communication.mp4 12.56 MB
11 - Communication/003 Active Listening & Communication_en.vtt 5.01 KB
11 - Communication/004 Compelling Presentations with Storytelling.mp4 12.44 MB
11 - Communication/004 Compelling Presentations with Storytelling_en.vtt 4.96 KB
11 - Communication/005 Running Effective Meetings.mp4 13.78 MB
11 - Communication/005 Running Effective Meetings_en.vtt 5.77 KB
11 - Communication/[Tutorialsplanet.NET].url 128 B
12 - Ethics, Privacy, & Bias/001 AI User Concerns.mp4 10.39 MB
12 - Ethics, Privacy, & Bias/001 AI User Concerns_en.vtt 4.35 KB
12 - Ethics, Privacy, & Bias/002 Bad Actors & Security.mp4 14.51 MB
12 - Ethics, Privacy, & Bias/002 Bad Actors & Security_en.vtt 6.06 KB
12 - Ethics, Privacy, & Bias/003 AI Amplifying Human Bias.mp4 16.57 MB
12 - Ethics, Privacy, & Bias/003 AI Amplifying Human Bias_en.vtt 6.91 KB
12 - Ethics, Privacy, & Bias/004 Data Laws & Regulations.mp4 10.79 MB
12 - Ethics, Privacy, & Bias/004 Data Laws & Regulations_en.vtt 4.68 KB
[Tutorialsplanet.NET].url 128 B
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