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

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2024-12-14 20:33:221.44 GB892E7ED00590A18A7E77594522F3D790ED59E66BD5
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    • Files
    1. Get Bonus Downloads Here.url182 B
    2. ~Get Your Files Here !/01 - Introduction/001 Course Introduction!.mp417.12 MB
    3. ~Get Your Files Here !/01 - Introduction/001 Course Introduction!_en.srt2.12 KB
    4. ~Get Your Files Here !/01 - Introduction/002 MACHINE-LEARNING-TRAINING-MODULE-SHORT-NOTES.docx179.57 KB
    5. ~Get Your Files Here !/01 - Introduction/002 When ML is not the best approach!.mp424.14 MB
    6. ~Get Your Files Here !/01 - Introduction/002 When ML is not the best approach!_en.srt3.09 KB
    7. ~Get Your Files Here !/01 - Introduction/003 Main Takeway Preview!.mp454.49 MB
    8. ~Get Your Files Here !/01 - Introduction/003 Main Takeway Preview!_en.srt7.32 KB
    9. ~Get Your Files Here !/02 - Machine Learning Basics/001 Major ML Use Cases.mp438.06 MB
    10. ~Get Your Files Here !/02 - Machine Learning Basics/001 Major ML Use Cases_en.srt4.03 KB
    11. ~Get Your Files Here !/02 - Machine Learning Basics/002 Basic Premise of ML.mp419.36 MB
    12. ~Get Your Files Here !/02 - Machine Learning Basics/002 Basic Premise of ML_en.srt1.87 KB
    13. ~Get Your Files Here !/02 - Machine Learning Basics/003 Three major types of ML.mp42.68 MB
    14. ~Get Your Files Here !/02 - Machine Learning Basics/003 Three major types of ML_en.srt205 B
    15. ~Get Your Files Here !/02 - Machine Learning Basics/004 Supervised Learning.mp46.01 MB
    16. ~Get Your Files Here !/02 - Machine Learning Basics/004 Supervised Learning_en.srt499 B
    17. ~Get Your Files Here !/02 - Machine Learning Basics/005 Unsupervised Learning.mp427.92 MB
    18. ~Get Your Files Here !/02 - Machine Learning Basics/005 Unsupervised Learning_en.srt2.47 KB
    19. ~Get Your Files Here !/02 - Machine Learning Basics/006 Semi-supervised Learning.mp44.37 MB
    20. ~Get Your Files Here !/02 - Machine Learning Basics/006 Semi-supervised Learning_en.srt476 B
    21. ~Get Your Files Here !/02 - Machine Learning Basics/007 Reinforcement Learning.mp410.37 MB
    22. ~Get Your Files Here !/02 - Machine Learning Basics/007 Reinforcement Learning_en.srt1.55 KB
    23. ~Get Your Files Here !/02 - Machine Learning Basics/008 Overfitting and Underfitting.mp439.79 MB
    24. ~Get Your Files Here !/02 - Machine Learning Basics/008 Overfitting and Underfitting_en.srt3.47 KB
    25. ~Get Your Files Here !/02 - Machine Learning Basics/external-assets-links.txt167 B
    26. ~Get Your Files Here !/03 - Data Science Loop/001 Data Science Process.mp49.11 MB
    27. ~Get Your Files Here !/03 - Data Science Loop/001 Data Science Process_en.srt792 B
    28. ~Get Your Files Here !/03 - Data Science Loop/002 Data Science Loop.mp416.17 MB
    29. ~Get Your Files Here !/03 - Data Science Loop/002 Data Science Loop_en.srt3.31 KB
    30. ~Get Your Files Here !/03 - Data Science Loop/003 Data Science Loop Specifically.mp465.72 MB
    31. ~Get Your Files Here !/03 - Data Science Loop/003 Data Science Loop Specifically_en.srt5.21 KB
    32. ~Get Your Files Here !/03 - Data Science Loop/004 Ex2 Map out the Data Science Loop for your product!.mp48.39 MB
    33. ~Get Your Files Here !/03 - Data Science Loop/004 Ex2 Map out the Data Science Loop for your product!_en.srt725 B
    34. ~Get Your Files Here !/03 - Data Science Loop/005 Comparing ML and Data Analysis.mp443.36 MB
    35. ~Get Your Files Here !/03 - Data Science Loop/005 Comparing ML and Data Analysis_en.srt6.06 KB
    36. ~Get Your Files Here !/03 - Data Science Loop/006 Limitations of ML.mp436.64 MB
    37. ~Get Your Files Here !/03 - Data Science Loop/006 Limitations of ML_en.srt4.28 KB
    38. ~Get Your Files Here !/03 - Data Science Loop/external-assets-links.txt139 B
    39. ~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/001 Algorithms Overview.mp416.38 MB
    40. ~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/001 Algorithms Overview_en.srt3.55 KB
    41. ~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/002 Linear Regression Overview.mp443.22 MB
    42. ~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/002 Linear Regression Overview_en.srt4.50 KB
    43. ~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/003 Linear Regression Pros and Cons.mp419.54 MB
    44. ~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/003 Linear Regression Pros and Cons_en.srt2.21 KB
    45. ~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/004 Linear Regression Coding Notebook - Case Study in Predicting Housing Prices.mp4182.41 MB
    46. ~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/004 Linear Regression Coding Notebook - Case Study in Predicting Housing Prices_en.srt27.96 KB
    47. ~Get Your Files Here !/04 - Algorithms Overview and Linear Regression Deep Dive/external-assets-links.txt136 B
    48. ~Get Your Files Here !/05 - Success Metrics/001 Classification success metrics.mp4130.96 MB
    49. ~Get Your Files Here !/05 - Success Metrics/001 Classification success metrics_en.srt19.59 KB
    50. ~Get Your Files Here !/05 - Success Metrics/002 General success metrics.mp433.38 MB
    51. ~Get Your Files Here !/05 - Success Metrics/002 General success metrics_en.srt2.27 KB
    52. ~Get Your Files Here !/05 - Success Metrics/003 Ex3 Post success metrics for your product!.mp47.83 MB
    53. ~Get Your Files Here !/05 - Success Metrics/003 Ex3 Post success metrics for your product!_en.srt1.07 KB
    54. ~Get Your Files Here !/05 - Success Metrics/external-assets-links.txt125 B
    55. ~Get Your Files Here !/06 - Deep Learning Intro/001 Introduction to deep learning (convolutional neural networks).mp418.98 MB
    56. ~Get Your Files Here !/06 - Deep Learning Intro/001 Introduction to deep learning (convolutional neural networks)_en.srt2.02 KB
    57. ~Get Your Files Here !/06 - Deep Learning Intro/002 Deep Learning Coding Notebook - Case Study in Predicting Dog and Cat Images!.mp4217.43 MB
    58. ~Get Your Files Here !/06 - Deep Learning Intro/002 Deep Learning Coding Notebook - Case Study in Predicting Dog and Cat Images!_en.srt22.63 KB
    59. ~Get Your Files Here !/06 - Deep Learning Intro/external-assets-links.txt132 B
    60. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/001 UX Issues in ML.mp443.32 MB
    61. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/001 UX Issues in ML_en.srt4.83 KB
    62. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/002 Ex4 Post UX considerations for your ML product.mp416.14 MB
    63. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/002 Ex4 Post UX considerations for your ML product_en.srt1.44 KB
    64. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/003 Testing mockups of your ML product.mp431.80 MB
    65. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/003 Testing mockups of your ML product_en.srt4.13 KB
    66. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/004 Testing concept diagrams of your ML Product.mp429.18 MB
    67. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/004 Testing concept diagrams of your ML Product_en.srt3.99 KB
    68. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/005 Demographic and Psychographic Factors to Consider.mp452.08 MB
    69. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/005 Demographic and Psychographic Factors to Consider_en.srt5.97 KB
    70. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/006 A Research roadmap for you ML Product.mp441.44 MB
    71. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/006 A Research roadmap for you ML Product_en.srt12.30 KB
    72. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/007 Ex5 Post a roadmap of your ML product!.mp46.84 MB
    73. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/007 Ex5 Post a roadmap of your ML product!_en.srt957 B
    74. ~Get Your Files Here !/07 - User Experience and Research Considerations for ML Products!/external-assets-links.txt262 B
    75. ~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/001 ML Disclaimer Again!.mp48.75 MB
    76. ~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/001 ML Disclaimer Again!_en.srt1.10 KB
    77. ~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/002 Key questions to ask your team.mp493.38 MB
    78. ~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/002 Key questions to ask your team_en.srt15.92 KB
    79. ~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/002 UdemyRoadmapMaterials-1.5.22.pptx1.89 MB
    80. ~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.mp422.95 MB
    81. ~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.srt2.52 KB
    82. ~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.mp44.07 MB
    83. ~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.srt1.06 KB
    84. ~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/005 Thank you for attending the course!.mp418.76 MB
    85. ~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/005 Thank you for attending the course!_en.srt3.41 KB
    86. ~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!.mp414.65 MB
    87. ~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.srt3.89 KB
    88. ~Get Your Files Here !/08 - Key Questions to Ask and Roadmap Template for your ML Product/external-assets-links.txt1.04 KB
    89. ~Get Your Files Here !/Bonus Resources.txt386 B
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