| 001 Algorithms Overview.mp4 | 16.4 MB | ||
| 001 Algorithms Overview_en.srt | 3.6 KB | ||
| 001 Classification success metrics.mp4 | 131 MB | ||
| 001 Classification success metrics_en.srt | 19.6 KB | ||
| 001 Course Introduction!.mp4 | 17.1 MB | ||
| 001 Course Introduction!_en.srt | 2.1 KB | ||
| 001 Data Science Process.mp4 | 9.1 MB | ||
| 001 Data Science Process_en.srt | 819.2 B | ||
| 001 Introduction to deep learning (convolutional neural networks).mp4 | 19 MB | ||
| 001 Introduction to deep learning (convolutional neural networks)_en.srt | 2 KB | ||
| 001 ML Disclaimer Again!.mp4 | 8.7 MB | ||
| 001 ML Disclaimer Again!_en.srt | 1.1 KB | ||
| 001 Major ML Use Cases.mp4 | 38.1 MB | ||
| 001 Major ML Use Cases_en.srt | 4 KB | ||
| 001 UX Issues in ML.mp4 | 43.3 MB | ||
| 001 UX Issues in ML_en.srt | 4.8 KB | ||
| 002 Basic Premise of ML.mp4 | 19.4 MB | ||
| 002 Basic Premise of ML_en.srt | 1.9 KB | ||
| 002 Data Science Loop.mp4 | 16.2 MB | ||
| 002 Data Science Loop_en.srt | 3.3 KB | ||
| 002 Deep Learning Coding Notebook - Case Study in Predicting Dog and Cat Images!.mp4 | 217.4 MB | ||
| 002 Deep Learning Coding Notebook - Case Study in Predicting Dog and Cat Images!_en.srt | 22.6 KB | ||
| 002 Ex4 Post UX considerations for your ML product.mp4 | 16.1 MB | ||
| 002 Ex4 Post UX considerations for your ML product_en.srt | 1.4 KB | ||
| 002 General success metrics.mp4 | 33.4 MB | ||
| 002 General success metrics_en.srt | 2.3 KB | ||
| 002 Key questions to ask your team.mp4 | 93.4 MB | ||
| 002 Key questions to ask your team_en.srt | 15.9 KB | ||
| 002 Linear Regression Overview.mp4 | 43.2 MB | ||
| 002 Linear Regression Overview_en.srt | 4.5 KB | ||
| 002 MACHINE-LEARNING-TRAINING-MODULE-SHORT-NOTES.docx | 179.6 KB | ||
| 002 UdemyRoadmapMaterials-1.5.22.pptx | 1.9 MB | ||
| 002 When ML is not the best approach!.mp4 | 24.1 MB | ||
| 002 When ML is not the best approach!_en.srt | 3.1 KB | ||
| 003 Checklist of Key Sections for you ML Product Roadmap.mp4 | 23 MB | ||
| 003 Checklist of Key Sections for you ML Product Roadmap_en.srt | 2.5 KB | ||
| 003 Data Science Loop Specifically.mp4 | 65.7 MB | ||
| 003 Data Science Loop Specifically_en.srt | 5.2 KB | ||
| 003 Ex3 Post success metrics for your product!.mp4 | 7.8 MB | ||
| 003 Ex3 Post success metrics for your product!_en.srt | 1.1 KB | ||
| 003 Linear Regression Pros and Cons.mp4 | 19.5 MB | ||
| 003 Linear Regression Pros and Cons_en.srt | 2.2 KB | ||
| 003 Main Takeway Preview!.mp4 | 54.5 MB | ||
| 003 Main Takeway Preview!_en.srt | 7.3 KB | ||
| 003 Testing mockups of your ML product.mp4 | 31.8 MB | ||
| 003 Testing mockups of your ML product_en.srt | 4.1 KB | ||
| 003 Three major types of ML.mp4 | 2.7 MB | ||
| 003 Three major types of ML_en.srt | 204.8 B | ||
| 004 Ex2 Map out the Data Science Loop for your product!.mp4 | 8.4 MB | ||
| 004 Ex2 Map out the Data Science Loop for your product!_en.srt | 716.8 B | ||
| 004 Linear Regression Coding Notebook - Case Study in Predicting Housing Prices.mp4 | 182.4 MB | ||
| 004 Linear Regression Coding Notebook - Case Study in Predicting Housing Prices_en.srt | 28 KB | ||
| 004 Please fill out the end of the course survey! httpsforms.glezhrCaPGY8LJrQFy2.mp4 | 4.1 MB | ||
| 004 Please fill out the end of the course survey! httpsforms.glezhrCaPGY8LJrQFy2_en.srt | 1.1 KB | ||
| 004 Supervised Learning.mp4 | 6 MB | ||
| 004 Supervised Learning_en.srt | 512 B | ||
| 004 Testing concept diagrams of your ML Product.mp4 | 29.2 MB | ||
| 004 Testing concept diagrams of your ML Product_en.srt | 4 KB | ||
| 005 Comparing ML and Data Analysis.mp4 | 43.4 MB | ||
| 005 Comparing ML and Data Analysis_en.srt | 6.1 KB | ||
| 005 Demographic and Psychographic Factors to Consider.mp4 | 52.1 MB | ||
| 005 Demographic and Psychographic Factors to Consider_en.srt | 6 KB | ||
| 005 Thank you for attending the course!.mp4 | 18.8 MB | ||
| 005 Thank you for attending the course!_en.srt | 3.4 KB | ||
| 005 Unsupervised Learning.mp4 | 27.9 MB | ||
| 005 Unsupervised Learning_en.srt | 2.5 KB | ||
| 006 A Research roadmap for you ML Product.mp4 | 41.4 MB | ||
| 006 A Research roadmap for you ML Product_en.srt | 12.3 KB | ||
| 006 Bonus lecture - connect with us for consulting learn about free edtech apps!.mp4 | 14.7 MB | ||
| 006 Bonus lecture - connect with us for consulting learn about free edtech apps!_en.srt | 3.9 KB | ||
| 006 Limitations of ML.mp4 | 36.6 MB | ||
| 006 Limitations of ML_en.srt | 4.3 KB | ||
| 006 Semi-supervised Learning.mp4 | 4.4 MB | ||
| 006 Semi-supervised Learning_en.srt | 512 B | ||
| 007 Ex5 Post a roadmap of your ML product!.mp4 | 6.8 MB | ||
| 007 Ex5 Post a roadmap of your ML product!_en.srt | 921.6 B | ||
| 007 Reinforcement Learning.mp4 | 10.4 MB | ||
| 007 Reinforcement Learning_en.srt | 1.6 KB | ||
| 008 Overfitting and Underfitting.mp4 | 39.8 MB | ||
| 008 Overfitting and Underfitting_en.srt | 3.5 KB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| external-assets-links.txt | 1 KB | ||
| ▲ 89 total files | |||
Machine Learning / Data Science Product Management Made Easy
https://DevCourseWeb.com
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 39 lectures (2h 55m) | Size: 1.06 GB
Learn product management and UX centric concepts in machine learning and data science from animals and Python notebooks!
What you'll learn
How to product manage and roadmap your A.I. project
Basics of ML in easy doggy and kitty format :D
How best to interact and extract key information from machine learning engineers
How to research your A.I. project for usability and product / market fit
UX design practices for your A.I. project
Exposure to simple coding notebooks for deep learning and linear regression
Requirements
None - designed for non-technical people.
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
| 779 MB | freecoursewb | 1 month | 24 | 1 | |
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Udemy - Spark Machine Learning Project (House Sale Price Prediction) Posted by
freecoursewb in Other
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1.7 GB | freecoursewb | 1 month | 9 | 4 |
| 3.4 GB | freecoursewb | 2 months | 19 | 5 | |
| 1.2 GB | freecoursewb | 2 months | 12 | 3 | |
| 1.9 GB | freecoursewb | 3 months | 4 | 0 |
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