[ DevCourseWeb.com ] Udemy - Machine Learning - Data Science Product Management Made Easy

File Name

Size

Get Bonus Downloads Here.url

182 B

~Get Your Files Here !/01 - Introduction/001 Course Introduction!.mp4

17 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

180 kB

~Get Your Files Here !/01 - Introduction/002 When ML is not the best approach!.mp4

24 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 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 MB

~Get Your Files Here !/02 - Machine Learning Basics/001 Major ML Use Cases_en.srt

4.0 kB

~Get Your Files Here !/02 - Machine Learning Basics/002 Basic Premise of ML.mp4

19 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

6.0 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

28 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 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

40 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 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

66 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 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

37 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 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 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

20 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 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

20 kB

~Get Your Files Here !/05 - Success Metrics/002 General success metrics.mp4

33 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

2.0 kB

~Get Your Files Here !/06 - Deep Learning Intro/002 Deep Learning Coding Notebook - Case Study in Predicting Dog and Cat Images!.mp4

217 MB

~Get Your Files Here !/06 - Deep Learning Intro/002 Deep Learning Coding Notebook - Case Study in Predicting Dog and Cat Images!_en.srt

23 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 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 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

32 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 MB

~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/004 Testing concept diagrams of your ML Product_en.srt

4.0 kB

~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/005 Demographic and Psychographic Factors to Consider.mp4

52 MB

~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/005 Demographic and Psychographic Factors to Consider_en.srt

6.0 kB

~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/006 A Research roadmap for you ML Product.mp4

41 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 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 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

16 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

19 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

15 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

1.0 kB

~Get Your Files Here !/Bonus Resources.txt

386 B