DevCourseWeb com Udemy Machine Learning Data Science Product Management Made Easy

DevCourseWeb com Udemy Machine Learning Data Science Product Management Made Easy

Name	[ DevCourseWeb.com ] Udemy - Machine Learning - Data Science Product Management Made Easy	DOWNLOAD Copy Link
Total Size	1.6 GB
Total Files	89
Last Seen	2024-10-07 01:10
Hash	2E7ED00590A18A7E77594522F3D790ED59E66BD5

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
001 Course Introduction!.mp4	17.9 MB
001 Course Introduction!_en.srt	2.2 KB
002 MACHINE-LEARNING-TRAINING-MODULE-SHORT-NOTES.docx	183.9 KB
002 When ML is not the best approach!.mp4	25.3 MB
002 When ML is not the best approach!_en.srt	3.2 KB
003 Main Takeway Preview!.mp4	57.1 MB
003 Main Takeway Preview!_en.srt	7.5 KB
/.../02 - Machine Learning Basics/
001 Major ML Use Cases.mp4	39.9 MB
001 Major ML Use Cases_en.srt	4.1 KB
002 Basic Premise of ML.mp4	20.3 MB
002 Basic Premise of ML_en.srt	1.9 KB
003 Three major types of ML.mp4	2.8 MB
003 Three major types of ML_en.srt	0.2 KB
004 Supervised Learning.mp4	6.3 MB
004 Supervised Learning_en.srt	0.5 KB
005 Unsupervised Learning.mp4	29.3 MB
005 Unsupervised Learning_en.srt	2.5 KB
006 Semi-supervised Learning.mp4	4.6 MB
006 Semi-supervised Learning_en.srt	0.5 KB
007 Reinforcement Learning.mp4	10.9 MB
007 Reinforcement Learning_en.srt	1.6 KB
008 Overfitting and Underfitting.mp4	41.7 MB
008 Overfitting and Underfitting_en.srt	3.6 KB
external-assets-links.txt	0.2 KB
/.../03 - Data Science Loop/
001 Data Science Process.mp4	9.6 MB
001 Data Science Process_en.srt	0.8 KB
002 Data Science Loop.mp4	17.0 MB
002 Data Science Loop_en.srt	3.4 KB
003 Data Science Loop Specifically.mp4	68.9 MB
003 Data Science Loop Specifically_en.srt	5.3 KB
004 Ex2 Map out the Data Science Loop for your product!.mp4	8.8 MB
004 Ex2 Map out the Data Science Loop for your product!_en.srt	0.7 KB
005 Comparing ML and Data Analysis.mp4	45.5 MB
005 Comparing ML and Data Analysis_en.srt	6.2 KB
006 Limitations of ML.mp4	38.4 MB
006 Limitations of ML_en.srt	4.4 KB
external-assets-links.txt	0.1 KB
/.../04 - Algorithms Overview and Linear Regression Deep Dive/
001 Algorithms Overview.mp4	17.2 MB
001 Algorithms Overview_en.srt	3.6 KB
002 Linear Regression Overview.mp4	45.3 MB
002 Linear Regression Overview_en.srt	4.6 KB
003 Linear Regression Pros and Cons.mp4	20.5 MB
003 Linear Regression Pros and Cons_en.srt	2.3 KB
004 Linear Regression Coding Notebook - Case Study in Predicting Housing Prices.mp4	191.3 MB
004 Linear Regression Coding Notebook - Case Study in Predicting Housing Prices_en.srt	28.6 KB
external-assets-links.txt	0.1 KB
/.../05 - Success Metrics/
001 Classification success metrics.mp4	137.3 MB
001 Classification success metrics_en.srt	20.1 KB
002 General success metrics.mp4	35.0 MB
002 General success metrics_en.srt	2.3 KB
003 Ex3 Post success metrics for your product!.mp4	8.2 MB
003 Ex3 Post success metrics for your product!_en.srt	1.1 KB
external-assets-links.txt	0.1 KB
/.../06 - Deep Learning Intro/
001 Introduction to deep learning (convolutional neural networks).mp4	19.9 MB
001 Introduction to deep learning (convolutional neural networks)_en.srt	2.1 KB
002 Deep Learning Coding Notebook - Case Study in Predicting Dog and Cat Images!.mp4	228.0 MB
002 Deep Learning Coding Notebook - Case Study in Predicting Dog and Cat Images!_en.srt	23.2 KB
external-assets-links.txt	0.1 KB
/.../07 - User Experience and Research Considerations for ML Products!/
001 UX Issues in ML.mp4	45.4 MB
001 UX Issues in ML_en.srt	5.0 KB
002 Ex4 Post UX considerations for your ML product.mp4	16.9 MB
002 Ex4 Post UX considerations for your ML product_en.srt	1.5 KB
003 Testing mockups of your ML product.mp4	33.3 MB
003 Testing mockups of your ML product_en.srt	4.2 KB
004 Testing concept diagrams of your ML Product.mp4	30.6 MB
004 Testing concept diagrams of your ML Product_en.srt	4.1 KB
005 Demographic and Psychographic Factors to Consider.mp4	54.6 MB
005 Demographic and Psychographic Factors to Consider_en.srt	6.1 KB
006 A Research roadmap for you ML Product.mp4	43.5 MB
006 A Research roadmap for you ML Product_en.srt	12.6 KB
007 Ex5 Post a roadmap of your ML product!.mp4	7.2 MB
007 Ex5 Post a roadmap of your ML product!_en.srt	1.0 KB
external-assets-links.txt	0.3 KB
/.../08 - Key Questions to Ask and Roadmap Template for your ML Product/
001 ML Disclaimer Again!.mp4	9.2 MB
001 ML Disclaimer Again!_en.srt	1.1 KB
002 Key questions to ask your team.mp4	97.9 MB
002 Key questions to ask your team_en.srt	16.3 KB
002 UdemyRoadmapMaterials-1.5.22.pptx	2.0 MB
003 Checklist of Key Sections for you ML Product Roadmap.mp4	24.1 MB
003 Checklist of Key Sections for you ML Product Roadmap_en.srt	2.6 KB
004 Please fill out the end of the course survey! httpsforms.glezhrCaPGY8LJrQFy2.mp4	4.3 MB
004 Please fill out the end of the course survey! httpsforms.glezhrCaPGY8LJrQFy2_en.srt	1.1 KB
005 Thank you for attending the course!.mp4	19.7 MB
005 Thank you for attending the course!_en.srt	3.5 KB
006 Bonus lecture - connect with us for consulting learn about free edtech apps!.mp4	15.4 MB
006 Bonus lecture - connect with us for consulting learn about free edtech apps!_en.srt	4.0 KB
external-assets-links.txt	1.1 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 89