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Pluralsight Path. Deep Learning Literacy (2022)

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视频 2022-8-14 19:00 2024-12-20 05:43 195 720.84 MB 148
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Pluralsight Path Deep Learning Literacy 2022

文件列表
  1. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/1. Course Overview/1. Course Overview.mp43.39MB
  2. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/2. Introduction to Deep Learning/1. Course Introduction and Module Overview.mp45.27MB
  3. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/2. Introduction to Deep Learning/2. What Is Deep Learning.mp45.99MB
  4. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/2. Introduction to Deep Learning/3. Applications of Deep Learning in the Industry.mp411.43MB
  5. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/2. Introduction to Deep Learning/4. Deep Learning Frameworks.mp44.48MB
  6. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/2. Introduction to Deep Learning/5. Demo - Introduction to the Problem and Dataset.mp45.44MB
  7. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/2. Introduction to Deep Learning/6. Demo - Setting up Your Environment.mp46.05MB
  8. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/2. Introduction to Deep Learning/7. Module Summary.mp41.42MB
  9. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/01. Module Overview.mp41.34MB
  10. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/02. The Perceptron - From Biological to Artificial Neurons.mp44.91MB
  11. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/03. Activation Functions.mp47.14MB
  12. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/04. The Design and Working of a Neural Network.mp410.15MB
  13. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/05. Gradient Descent.mp45.99MB
  14. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/06. Demo - Basic Dataset Exploration.mp414.34MB
  15. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/07. Demo - Preparing the Data - Part 1.mp414.73MB
  16. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/08. Demo - Preparing the Data - Part 2.mp412.92MB
  17. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/09. Demo - Building, Training, and Evaluating a Neural Network.mp419.11MB
  18. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/10. Module Summary.mp41.25MB
  19. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/1. Module Overview.mp41.87MB
  20. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/2. Convolutional Neural Networks.mp42.99MB
  21. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/3. Recurrent Neural Networks.mp43.35MB
  22. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/4. Long Short-term Memory Networks.mp43.42MB
  23. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/5. Generative Adversarial Networks.mp44.01MB
  24. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/6. Autoencoders.mp43.72MB
  25. 1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/7. Module Summary and Course Feedback.mp41.82MB
  26. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/1. Course Overview/1. Course Overview.mp42.43MB
  27. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/2. Introducing Artificial Neural Networks/1. Module Overview.mp44.86MB
  28. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/2. Introducing Artificial Neural Networks/2. Inspiration from Biological Neurons.mp410.31MB
  29. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/2. Introducing Artificial Neural Networks/3. Brief History of Artificial Neural Networks.mp42.81MB
  30. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/2. Introducing Artificial Neural Networks/4. Introduction to Perceptron.mp42.88MB
  31. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/2. Introducing Artificial Neural Networks/5. Summary.mp41.22MB
  32. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/1. Overview.mp41.6MB
  33. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/2. Concepts of Bias and Weights.mp48.81MB
  34. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/3. Introducing Activation Functions.mp411.05MB
  35. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/4. Exploring Feed-forwarding Propagation.mp48.68MB
  36. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/5. Understand the Back-propagation.mp411.3MB
  37. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/6. Summary.mp43.14MB
  38. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/4. Understanding Vectorized Neural Networks/1. Overview.mp4717.58KB
  39. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/4. Understanding Vectorized Neural Networks/2. What Is Vectorization in General.mp46.24MB
  40. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/4. Understanding Vectorized Neural Networks/3. Vectorization in the Context of Deep Learning.mp49.08MB
  41. 2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/4. Understanding Vectorized Neural Networks/4. Summary.mp41.14MB
  42. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/1. Course Overview/1. Course Overview.mp42.81MB
  43. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/2. Introduction/1. Introduction.mp43.04MB
  44. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/2. Introduction/2. Course Outline.mp42.79MB
  45. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/2. Introduction/3. How Computers See Images.mp411.42MB
  46. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/2. Introduction/4. Solving Computer Vision Problems before Convolutional Neural Networks.mp44.52MB
  47. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/2. Introduction/5. Common Convolutional Neural Network Use Cases.mp43.86MB
  48. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/2. Introduction/6. Summary.mp42.03MB
  49. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/1. Introduction.mp42.14MB
  50. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/2. Artificial Neural Networks.mp412.74MB
  51. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/3. Model Training.mp410.2MB
  52. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/4. Convolution Basics.mp46.47MB
  53. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/5. Convolutional Layers.mp417.68MB
  54. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/6. Pooling Layer.mp42.55MB
  55. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/7. CNN Structure.mp43.14MB
  56. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/8. Fine-tuning.mp44.59MB
  57. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/9. Summary.mp42.53MB
  58. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/4. Next Steps/1. Introduction.mp4805.19KB
  59. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/4. Next Steps/2. Popular Convolutional Neural Networks.mp47.53MB
  60. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/4. Next Steps/3. Deep Learning Tools and Frameworks.mp415.71MB
  61. 3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/4. Next Steps/4. Summary.mp41006.52KB
  62. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/1. Course Overview/1. Course Overview.mp43.34MB
  63. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/1. Overview.mp42.06MB
  64. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/2. Introduction to Neural Networks.mp42.79MB
  65. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/3. Exploring Important Concepts of NNs.mp48.22MB
  66. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/4. Explore Activation Functions in NNs.mp414.64MB
  67. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/5. Explore Propagations in NNs.mp46.44MB
  68. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/6. Summary.mp41.05MB
  69. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/3. Introducing the Recurrent Neural Networks/1. Overview.mp41.51MB
  70. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/3. Introducing the Recurrent Neural Networks/2. What Is a Recurrent Neural Network and Why.mp47.83MB
  71. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/3. Introducing the Recurrent Neural Networks/3. How RNN Is Different from CNN.mp44.52MB
  72. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/3. Introducing the Recurrent Neural Networks/4. Different Types and Architectures of RNN.mp416.65MB
  73. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/3. Introducing the Recurrent Neural Networks/5. Understand BackPropagation through Time in RNN.mp44.35MB
  74. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/3. Introducing the Recurrent Neural Networks/6. Summary.mp41.36MB
  75. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/4. Building a Recurrent Neural Network Using Tensorflow/1. Overview.mp4590.17KB
  76. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/4. Building a Recurrent Neural Network Using Tensorflow/2. Demo - Implement a Recurrent Neural Network Using TensorFlow.mp433.51MB
  77. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/4. Building a Recurrent Neural Network Using Tensorflow/3. Summary.mp4483.7KB
  78. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/5. Exploring the Merits of RNNs - Case Study/1. Overview.mp4570.47KB
  79. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/5. Exploring the Merits of RNNs - Case Study/2. Introducing the Case Study.mp42.96MB
  80. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/5. Exploring the Merits of RNNs - Case Study/3. Support of Sequences in Recurrent Neural Networks.mp43.99MB
  81. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/5. Exploring the Merits of RNNs - Case Study/4. Taking Context into Account for Better Understanding.mp42.54MB
  82. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/5. Exploring the Merits of RNNs - Case Study/5. Summary.mp41.18MB
  83. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/6. Understanding the Best Practices for Building RNNs/1. Overview.mp4646.37KB
  84. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/6. Understanding the Best Practices for Building RNNs/2. Best Practices for Improving the RNN Model Performance.mp48.75MB
  85. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/6. Understanding the Best Practices for Building RNNs/3. Considerations Regarding the Model Parameters.mp42.11MB
  86. 4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/6. Understanding the Best Practices for Building RNNs/4. Summary.mp41.01MB
  87. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/1. Course Overview/1. Course Overview.mp42.53MB
  88. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/2. GAN Basics/1. GAN Basics.mp43.06MB
  89. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/2. GAN Basics/2. Neural Network Basics.mp48.15MB
  90. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/2. GAN Basics/3. Overview.mp41.78MB
  91. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/1. How GANs Work.mp46.36MB
  92. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/2. GAN Architecture.mp43.73MB
  93. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/3. GAN Training.mp47.46MB
  94. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/4. GAN Issues.mp42.75MB
  95. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/1. Using GANs to Solve Problems.mp4976.46KB
  96. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/2. Powerful Patterns with GANs.mp45.28MB
  97. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/3. Use GANs to Generate Training Data.mp47.64MB
  98. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/4. Summary.mp4619.29KB
  99. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/5. Exploring Example GANs/1. Exploring Example GANs.mp46.65MB
  100. 5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/5. Exploring Example GANs/2. Course Summary.mp42.61MB
  101. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/1. Course Overview/1. Course Overview.mp42.7MB
  102. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/1. Overview.mp41.13MB
  103. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/2. Examples of Recommender Systems.mp41.9MB
  104. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/3. Definition of Recommender System.mp43.84MB
  105. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/4. Benefits of Recommender Systems.mp41.58MB
  106. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/5. Types of Recommender Systems.mp42.54MB
  107. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/6. Evaluation Criteria of Recommender Systems.mp43.57MB
  108. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/7. Summary.mp41.17MB
  109. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/1. Overview.mp41.15MB
  110. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/2. Introduction to Collaborative Filtering.mp45.3MB
  111. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/3. How to Quantify Similarity.mp48.71MB
  112. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/4. Collaborative Filtering in the Neighborhood.mp47.21MB
  113. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/5. Pros and Cons of Collaborative Filtering.mp43.82MB
  114. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/6. Summary.mp41.28MB
  115. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/1. Overview.mp41.56MB
  116. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/2. Data Exploration.mp48.98MB
  117. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/3. Data Cleaning.mp46.71MB
  118. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/4. Generate Non-personalized Recommendations.mp45.22MB
  119. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/5. Create User-item Interaction Matrix.mp42.35MB
  120. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/6. Generate Recommendations Using User Based Collab.mp48.03MB
  121. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/7. Generate Recommendations Using Item Based Collab.mp42.92MB
  122. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/8. Summary.mp41.24MB
  123. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/1. Overview.mp41.3MB
  124. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/2. Content-based Recommendation Systems.mp44.64MB
  125. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/3. Context-aware Recommendation Systems.mp43.49MB
  126. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/4. Model-based Recommendation Systems.mp43.59MB
  127. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/5. Hybrid Recommendation Systems.mp43.16MB
  128. 6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/6. Summary.mp42.25MB
  129. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/1. Course Overview/1. Course Overview.mp43.03MB
  130. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/1. Introduction.mp4886.39KB
  131. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/2. What Is Deep Learning.mp42.54MB
  132. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/3. Deep Learning Use Cases.mp44.06MB
  133. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/4. What Are Neural Networks.mp44.34MB
  134. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/5. Challenges in Designing a Deep Learning Solution.mp41.94MB
  135. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/6. What Is Data Normalization.mp42.48MB
  136. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/7. Normalization Demo.mp44.65MB
  137. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/8. Conclusion.mp4933.87KB
  138. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/1. Introduction.mp41.14MB
  139. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/2. Batch Normalization.mp46.96MB
  140. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/3. Convolutional Neural Network.mp46.95MB
  141. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/4. Layer Normalization.mp42.83MB
  142. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/5. Instance Normalization.mp44.1MB
  143. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/6. Group Normalization.mp43.56MB
  144. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/7. Conclusion.mp4921.52KB
  145. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/4. Case Study on Appropriate Normalization Technique/1. Introduction.mp4982.2KB
  146. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/4. Case Study on Appropriate Normalization Technique/2. Quick Overview.mp4883.53KB
  147. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/4. Case Study on Appropriate Normalization Technique/3. Demo - Create A Deep Learning Model With Normalization.mp411.85MB
  148. 7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/4. Case Study on Appropriate Normalization Technique/4. Conclusion.mp41.73MB
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