Tutorialsplanet NET Udemy The Product Management for AI Data Science Course 2023

Tutorialsplanet NET Udemy The Product Management for AI Data Science Course 2023

Name	[Tutorialsplanet.NET] Udemy - The Product Management for AI & Data Science Course 2023	DOWNLOAD Copy Link
Total Size	1.5 GB
Total Files	159
Hash	06C8C5CB95A6631E6264CEEC2F0628F97E8FF62A

/0. Websites you may like/
[Tutorialsplanet.NET].url	0.1 KB
/01 - Intro to Product Management for AI & Data/
001 Introduction.mp4	94.6 MB
001 Introduction_en.vtt	4.9 KB
002 Course Overview.mp4	67.0 MB
002 Course Overview_en.vtt	3.3 KB
003 Growing Importance of an AI & Data PM.mp4	71.2 MB
003 Growing Importance of an AI & Data PM_en.vtt	3.7 KB
003 Why-do-87-of-data-science-projects-never-make-it-into-production-.url	0.1 KB
004 The Role of a Product Manager.mp4	15.2 MB
004 The Role of a Product Manager_en.vtt	5.8 KB
005 Differentiation of a PM in AI & Data.mp4	80.0 MB
005 Differentiation of a PM in AI & Data_en.vtt	4.1 KB
006 Product Management vs. Project Management.mp4	12.7 MB
006 Product Management vs. Project Management_en.vtt	4.8 KB
[Tutorialsplanet.NET].url	0.1 KB
external-links.txt	0.2 KB
/02 - Key Technological Concepts for AI & Data/
001 A Product Manager as an Analytics Translator.mp4	11.9 MB
001 A Product Manager as an Analytics Translator_en.vtt	4.2 KB
001 Lost-in-Translation.url	0.1 KB
001 You-Don-t-Have-to-Be-a-Data-Scientist-to-Fill-This-Must-Have-Analytics-Role.url	0.1 KB
002 Data Analysis vs. Data Science.mp4	9.4 MB
002 Data Analysis vs. Data Science_en.vtt	3.5 KB
003 A Traditional Algorithm vs. AI.mp4	135.7 MB
003 A Traditional Algorithm vs. AI_en.vtt	6.8 KB
004 Explaining Machine Learning.mp4	140.7 MB
004 Explaining Machine Learning_en.vtt	7.5 KB
005 Explaining Deep Learning.mp4	16.6 MB
005 Explaining Deep Learning_en.vtt	6.1 KB
006 Note-12.pdf	24.2 KB
006 When to use Machine Learning vs. Deep Learning.mp4	18.9 MB
006 When to use Machine Learning vs. Deep Learning_en.vtt	7.6 KB
007 Note-13.pdf	83.2 KB
007 Supervised, Unsupervised, & Reinforcement Learning.mp4	15.6 MB
007 Supervised, Unsupervised, & Reinforcement Learning_en.vtt	6.1 KB
external-links.txt	0.3 KB
/03 - Business Strategy for AI & Data/
001 AI Business Model Innovations.mp4	15.0 MB
001 AI Business Model Innovations_en.vtt	5.8 KB
002 When to Use AI.mp4	12.3 MB
002 When to Use AI_en.vtt	4.9 KB
003 SWOT Analysis.mp4	11.1 MB
003 SWOT Analysis_en.vtt	4.4 KB
004 Building a Hypothesis.mp4	13.1 MB
004 Building a Hypothesis_en.vtt	5.0 KB
005 Testing a Hypothesis.mp4	11.8 MB
005 Testing a Hypothesis_en.vtt	4.9 KB
006 AI Business Canvas.mp4	19.0 MB
006 AI Business Canvas_en.vtt	4.9 KB
006 AI-Canvas-Template.pptx	395.4 KB
006 AI-Canvas.pdf	400.1 KB
/04 - User Experience for AI & Data/
001 User Experience for Data & AI.mp4	12.5 MB
001 User Experience for Data & AI_en.vtt	4.7 KB
002 Getting to the Core Problem.mp4	20.1 MB
002 Getting to the Core Problem_en.vtt	5.3 KB
003 User Research Methods.mp4	20.6 MB
003 User Research Methods_en.vtt	5.8 KB
004 Developing User Personas.mp4	13.5 MB
004 Developing User Personas_en.vtt	5.3 KB
005 Prototyping with AI.mp4	13.8 MB
005 Prototyping with AI_en.vtt	5.3 KB
/05 - Data Management for AI & Data/
001 Data Growth Strategy.mp4	26.0 MB
001 Data Growth Strategy_en.vtt	6.8 KB
002 List-of-Open-Data-Sources.url	0.1 KB
002 Open Data.mp4	9.2 MB
002 Open Data_en.vtt	3.7 KB
003 Company Data.mp4	10.0 MB
003 Company Data_en.vtt	3.8 KB
004 Crowdsourcing Labeled Data.mp4	21.2 MB
004 Crowdsourcing Labeled Data_en.vtt	8.2 KB
005 New Feature Data.mp4	13.3 MB
005 New Feature Data_en.vtt	5.2 KB
006 AcquisitionPurchase Data Collection.mp4	10.9 MB
006 AcquisitionPurchase Data Collection_en.vtt	4.0 KB
007 Databases, Data Warehouses, & Data Lakes.mp4	12.2 MB
007 Databases, Data Warehouses, & Data Lakes_en.vtt	4.8 KB
[Tutorialsplanet.NET].url	0.1 KB
external-links.txt	0.2 KB
/06 - Product Development for AI & Data/
001 AI Flywheel Effect.mp4	15.4 MB
001 AI Flywheel Effect_en.vtt	4.1 KB
002 Top & Bottom Problem Solving.mp4	10.2 MB
002 Top & Bottom Problem Solving_en.vtt	4.0 KB
003 Product Ideation Techniques.mp4	20.6 MB
003 Product Ideation Techniques_en.vtt	5.5 KB
004 Complexity vs. Benefit Prioritization.mp4	18.1 MB
004 Complexity vs. Benefit Prioritization_en.vtt	7.1 KB
005 MVPs & MVDs (Minimum Viable Data).mp4	26.6 MB
005 MVPs & MVDs (Minimum Viable Data)_en.vtt	7.1 KB
006 Agile & Data Kanban.mp4	15.4 MB
006 Agile & Data Kanban_en.vtt	6.0 KB
/07 - Building The Model/
001 Who Should Buid Your Model.mp4	15.7 MB
001 Who Should Buid Your Model_en.vtt	6.2 KB
002 Database-of-Enterprise-AI-Companies.url	0.1 KB
002 Enterpise AI.mp4	13.9 MB
002 Enterpise AI_en.vtt	5.8 KB
002 TOPBOTS.url	0.0 KB
003 Machine Learning as a Service (MLaaS).mp4	14.2 MB
003 Machine Learning as a Service (MLaaS)_en.vtt	5.3 KB
004 In-House AI & The Machine Learning Lifecycle.mp4	10.7 MB
004 In-House AI & The Machine Learning Lifecycle_en.vtt	4.2 KB
005 Timelines & Diminishing Returns.mp4	14.7 MB
005 Timelines & Diminishing Returns_en.vtt	6.0 KB
006 Setting a Model Performance Metric.mp4	14.7 MB
006 Setting a Model Performance Metric_en.vtt	5.6 KB
external-links.txt	0.1 KB
/08 - Evaluating Performance/
001 Dividing Test Data.mp4	12.5 MB
001 Dividing Test Data_en.vtt	5.2 KB
002 Note-45.pdf	95.3 KB
002 The Confusion Matrix.mp4	14.9 MB
002 The Confusion Matrix_en.vtt	4.1 KB
003 Note-46.pdf	247.9 KB
003 Precision, Recall & F1 Score.mp4	17.9 MB
003 Precision, Recall & F1 Score_en.vtt	4.9 KB
004 Optimizing for Experience.mp4	19.0 MB
004 Optimizing for Experience_en.vtt	7.6 KB
005 Error Recovery.mp4	10.9 MB
005 Error Recovery_en.vtt	4.8 KB
/09 - Deployment & Continuous Improvement/
001 Hidden-Technical-Debt-in-Machine-Learning-Systems.url	0.1 KB
001 Model Deployment Methods.mp4	16.5 MB
001 Model Deployment Methods_en.vtt	6.8 KB
002 Monitoring Models.mp4	13.1 MB
002 Monitoring Models_en.vtt	5.2 KB
003 Selecting a Feedback Metric.mp4	11.4 MB
003 Selecting a Feedback Metric_en.vtt	4.7 KB
004 User Feedback Loops.mp4	11.0 MB
004 User Feedback Loops_en.vtt	4.7 KB
005 Shadow Deployments.mp4	9.5 MB
005 Shadow Deployments_en.vtt	4.1 KB
external-links.txt	0.1 KB
/10 - Managing Data Science & AI Teams/
001 AI Hierarchy of Needs.mp4	14.1 MB
001 AI Hierarchy of Needs_en.vtt	5.7 KB
002 AI Within an Organization.mp4	13.0 MB
002 AI Within an Organization_en.vtt	5.1 KB
003 Roles in AI & Data Teams.mp4	14.4 MB
003 Roles in AI & Data Teams_en.vtt	5.7 KB
004 Cleaning-Big-Data-Most-Time-Consuming-Least-Enjoyable-Data-Science-Task-Survey-Says.url	0.2 KB
004 Managing Team Workflow.mp4	9.9 MB
004 Managing Team Workflow_en.vtt	3.9 KB
005 Dual & Triple-Track Agile.mp4	12.5 MB
005 Dual & Triple-Track Agile_en.vtt	4.8 KB
external-links.txt	0.2 KB
/11 - Communication/
001 Internal Stakeholder Management.mp4	15.2 MB
001 Internal Stakeholder Management_en.vtt	5.9 KB
002 Setting Data Expectations.mp4	14.5 MB
002 Setting Data Expectations_en.vtt	6.0 KB
003 Active Listening & Communication.mp4	13.2 MB
003 Active Listening & Communication_en.vtt	5.1 KB
004 Compelling Presentations with Storytelling.mp4	13.0 MB
004 Compelling Presentations with Storytelling_en.vtt	5.1 KB
005 Running Effective Meetings.mp4	14.4 MB
005 Running Effective Meetings_en.vtt	5.9 KB
[Tutorialsplanet.NET].url	0.1 KB
/12 - Ethics, Privacy, & Bias/
001 AI User Concerns.mp4	10.9 MB
001 AI User Concerns_en.vtt	4.5 KB
002 Bad Actors & Security.mp4	15.2 MB
002 Bad Actors & Security_en.vtt	6.2 KB
003 AI Amplifying Human Bias.mp4	17.4 MB
003 AI Amplifying Human Bias_en.vtt	7.1 KB
004 Data Laws & Regulations.mp4	11.3 MB
004 Data Laws & Regulations_en.vtt	4.8 KB
/
[Tutorialsplanet.NET].url	0.1 KB
Total files 159