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TORRENT DETAILS
Udemy - Machine Learning - Data Science Product Management Made Easy
TORRENT SUMMARY
Status:
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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.
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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/001 Course Introduction!.mp4
17.1 MB
~Get Your Files Here !/01 - Introduction/001 Course Introduction!_en.srt
2.1 KB
~Get Your Files Here !/01 - Introduction/002 MACHINE-LEARNING-TRAINING-MODULE-SHORT-NOTES.docx
179.6 KB
~Get Your Files Here !/01 - Introduction/002 When ML is not the best approach!.mp4
24.1 MB
~Get Your Files Here !/01 - Introduction/002 When ML is not the best approach!_en.srt
3.1 KB
~Get Your Files Here !/01 - Introduction/003 Main Takeway Preview!.mp4
54.5 MB
~Get Your Files Here !/01 - Introduction/003 Main Takeway Preview!_en.srt
7.3 KB
~Get Your Files Here !/02 - Machine Learning Basics/001 Major ML Use Cases.mp4
38.1 MB
~Get Your Files Here !/02 - Machine Learning Basics/001 Major ML Use Cases_en.srt
4 KB
~Get Your Files Here !/02 - Machine Learning Basics/002 Basic Premise of ML.mp4
19.4 MB
~Get Your Files Here !/02 - Machine Learning Basics/002 Basic Premise of ML_en.srt
1.9 KB
~Get Your Files Here !/02 - Machine Learning Basics/003 Three major types of ML.mp4
2.7 MB
~Get Your Files Here !/02 - Machine Learning Basics/003 Three major types of ML_en.srt
205 B
~Get Your Files Here !/02 - Machine Learning Basics/004 Supervised Learning.mp4
6 MB
~Get Your Files Here !/02 - Machine Learning Basics/004 Supervised Learning_en.srt
499 B
~Get Your Files Here !/02 - Machine Learning Basics/005 Unsupervised Learning.mp4
27.9 MB
~Get Your Files Here !/02 - Machine Learning Basics/005 Unsupervised Learning_en.srt
2.5 KB
~Get Your Files Here !/02 - Machine Learning Basics/006 Semi-supervised Learning.mp4
4.4 MB
~Get Your Files Here !/02 - Machine Learning Basics/006 Semi-supervised Learning_en.srt
476 B
~Get Your Files Here !/02 - Machine Learning Basics/007 Reinforcement Learning.mp4
10.4 MB
~Get Your Files Here !/02 - Machine Learning Basics/007 Reinforcement Learning_en.srt
1.6 KB
~Get Your Files Here !/02 - Machine Learning Basics/008 Overfitting and Underfitting.mp4
39.8 MB
~Get Your Files Here !/02 - Machine Learning Basics/008 Overfitting and Underfitting_en.srt
3.5 KB
~Get Your Files Here !/02 - Machine Learning Basics/external-assets-links.txt
167 B
~Get Your Files Here !/03 - Data Science Loop/001 Data Science Process.mp4
9.1 MB
~Get Your Files Here !/03 - Data Science Loop/001 Data Science Process_en.srt
792 B
~Get Your Files Here !/03 - Data Science Loop/002 Data Science Loop.mp4
16.2 MB
~Get Your Files Here !/03 - Data Science Loop/002 Data Science Loop_en.srt
3.3 KB
~Get Your Files Here !/03 - Data Science Loop/003 Data Science Loop Specifically.mp4
65.7 MB
~Get Your Files Here !/03 - Data Science Loop/003 Data Science Loop Specifically_en.srt
5.2 KB
~Get Your Files Here !/03 - Data Science Loop/004 Ex2 Map out the Data Science Loop for your product!.mp4
8.4 MB
~Get Your Files Here !/03 - Data Science Loop/004 Ex2 Map out the Data Science Loop for your product!_en.srt
725 B
~Get Your Files Here !/03 - Data Science Loop/005 Comparing ML and Data Analysis.mp4
43.4 MB
~Get Your Files Here !/03 - Data Science Loop/005 Comparing ML and Data Analysis_en.srt
6.1 KB
~Get Your Files Here !/03 - Data Science Loop/006 Limitations of ML.mp4
36.6 MB
~Get Your Files Here !/03 - Data Science Loop/006 Limitations of ML_en.srt
4.3 KB
~Get Your Files Here !/03 - Data Science Loop/external-assets-links.txt
139 B
~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/001 Algorithms Overview.mp4
16.4 MB
~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/001 Algorithms Overview_en.srt
3.6 KB
~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/002 Linear Regression Overview.mp4
43.2 MB
~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/002 Linear Regression Overview_en.srt
4.5 KB
~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/003 Linear Regression Pros and Cons.mp4
19.5 MB
~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/003 Linear Regression Pros and Cons_en.srt
2.2 KB
~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/004 Linear Regression Coding Notebook - Case Study in Predicting Housing Prices.mp4
182.4 MB
~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/004 Linear Regression Coding Notebook - Case Study in Predicting Housing Prices_en.srt
28 KB
~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/external-assets-links.txt
136 B
~Get Your Files Here !/05 - Success Metrics/001 Classification success metrics.mp4
131 MB
~Get Your Files Here !/05 - Success Metrics/001 Classification success metrics_en.srt
19.6 KB
~Get Your Files Here !/05 - Success Metrics/002 General success metrics.mp4
33.4 MB
~Get Your Files Here !/05 - Success Metrics/002 General success metrics_en.srt
2.3 KB
~Get Your Files Here !/05 - Success Metrics/003 Ex3 Post success metrics for your product!.mp4
7.8 MB
~Get Your Files Here !/05 - Success Metrics/003 Ex3 Post success metrics for your product!_en.srt
1.1 KB
~Get Your Files Here !/05 - Success Metrics/external-assets-links.txt
125 B
~Get Your Files Here !/06 - Deep Learning Intro/001 Introduction to deep learning (convolutional neural networks).mp4
19 MB
~Get Your Files Here !/06 - Deep Learning Intro/001 Introduction to deep learning (convolutional neural networks)_en.srt
2 KB
~Get Your Files Here !/06 - Deep Learning Intro/002 Deep Learning Coding Notebook - Case Study in Predicting Dog and Cat Images!.mp4
217.4 MB
~Get Your Files Here !/06 - Deep Learning Intro/002 Deep Learning Coding Notebook - Case Study in Predicting Dog and Cat Images!_en.srt
22.6 KB
~Get Your Files Here !/06 - Deep Learning Intro/external-assets-links.txt
132 B
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/001 UX Issues in ML.mp4
43.3 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/001 UX Issues in ML_en.srt
4.8 KB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/002 Ex4 Post UX considerations for your ML product.mp4
16.1 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/002 Ex4 Post UX considerations for your ML product_en.srt
1.4 KB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/003 Testing mockups of your ML product.mp4
31.8 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/003 Testing mockups of your ML product_en.srt
4.1 KB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/004 Testing concept diagrams of your ML Product.mp4
29.2 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/004 Testing concept diagrams of your ML Product_en.srt
4 KB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/005 Demographic and Psychographic Factors to Consider.mp4
52.1 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/005 Demographic and Psychographic Factors to Consider_en.srt
6 KB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/006 A Research roadmap for you ML Product.mp4
41.4 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/006 A Research roadmap for you ML Product_en.srt
12.3 KB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/007 Ex5 Post a roadmap of your ML product!.mp4
6.8 MB
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/007 Ex5 Post a roadmap of your ML product!_en.srt
957 B
~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/external-assets-links.txt
262 B
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/001 ML Disclaimer Again!.mp4
8.7 MB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/001 ML Disclaimer Again!_en.srt
1.1 KB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/002 Key questions to ask your team.mp4
93.4 MB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/002 Key questions to ask your team_en.srt
15.9 KB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/002 UdemyRoadmapMaterials-1.5.22.pptx
1.9 MB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/003 Checklist of Key Sections for you ML Product Roadmap.mp4
23 MB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/003 Checklist of Key Sections for you ML Product Roadmap_en.srt
2.5 KB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/004 Please fill out the end of the course survey! httpsforms.glezhrCaPGY8LJrQFy2.mp4
4.1 MB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/004 Please fill out the end of the course survey! httpsforms.glezhrCaPGY8LJrQFy2_en.srt
1.1 KB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/005 Thank you for attending the course!.mp4
18.8 MB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/005 Thank you for attending the course!_en.srt
3.4 KB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/006 Bonus lecture - connect with us for consulting learn about free edtech apps!.mp4
14.7 MB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/006 Bonus lecture - connect with us for consulting learn about free edtech apps!_en.srt
3.9 KB
~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/external-assets-links.txt
