Pluralsight Path. Deep Learning Literacy (2022)

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1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/2. Introduction to Deep Learning/3. Applications of Deep Learning in the Industry.mp4

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1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/2. Introduction to Deep Learning/7. Module Summary.mp4

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1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/01. Module Overview.mp4

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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.mp4

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1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/05. Gradient Descent.mp4

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1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/06. Demo - Basic Dataset Exploration.mp4

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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.mp4

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1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/3. The Inner Workings of Deep Learning/10. Module Summary.mp4

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1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/1. Module Overview.mp4

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1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/2. Convolutional Neural Networks.mp4

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1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/5. Generative Adversarial Networks.mp4

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1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/6. Autoencoders.mp4

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1. Literacy Essentials. Core Concepts Deep Learning (Pratheerth Padman, 2021)/4. Types of Neural Networks and Their Uses/7. Module Summary and Course Feedback.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/exercise.7z

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/2. Introducing Artificial Neural Networks/1. Module Overview.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/2. Introducing Artificial Neural Networks/2. Inspiration from Biological Neurons.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/2. Introducing Artificial Neural Networks/3. Brief History of Artificial Neural Networks.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/2. Introducing Artificial Neural Networks/4. Introduction to Perceptron.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/2. Introducing Artificial Neural Networks/5. Summary.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/2. Introducing Artificial Neural Networks/5. Summary.vtt

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/1. Overview.mp4

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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.mp4

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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.vtt

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/3. Introducing Activation Functions.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/3. Introducing Activation Functions.vtt

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/4. Exploring Feed-forwarding Propagation.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/5. Understand the Back-propagation.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/5. Understand the Back-propagation.vtt

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/3. Understanding Neural Network’s Structure and Operations/6. Summary.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/4. Understanding Vectorized Neural Networks/1. Overview.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/4. Understanding Vectorized Neural Networks/1. Overview.vtt

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/4. Understanding Vectorized Neural Networks/2. What Is Vectorization in General.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/4. Understanding Vectorized Neural Networks/3. Vectorization in the Context of Deep Learning.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/4. Understanding Vectorized Neural Networks/4. Summary.mp4

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2. Literacy Essentials. Core Concepts Neural Network (Abdul Rehman Yousaf, 2021)/4. Understanding Vectorized Neural Networks/4. Summary.vtt

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/exercise.zip

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/2. Introduction/1. Introduction.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/2. Introduction/3. How Computers See Images.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/2. Introduction/4. Solving Computer Vision Problems before Convolutional Neural Networks.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/2. Introduction/5. Common Convolutional Neural Network Use Cases.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/2. Introduction/6. Summary.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/1. Introduction.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/2. Artificial Neural Networks.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/2. Artificial Neural Networks.vtt

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/3. Model Training.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/4. Convolution Basics.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/4. Convolution Basics.vtt

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/5. Convolutional Layers.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/5. Convolutional Layers.vtt

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/6. Pooling Layer.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/7. CNN Structure.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/8. Fine-tuning.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/9. Summary.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/3. Exploring Convolutional Neural Network Architecture/9. Summary.vtt

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/4. Next Steps/1. Introduction.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/4. Next Steps/2. Popular Convolutional Neural Networks.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/4. Next Steps/2. Popular Convolutional Neural Networks.vtt

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/4. Next Steps/3. Deep Learning Tools and Frameworks.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/4. Next Steps/3. Deep Learning Tools and Frameworks.vtt

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/4. Next Steps/4. Summary.mp4

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3. Literacy Essentials. Core Concepts Convolutional Neural Network (Alex Schultz, 2021)/4. Next Steps/4. Summary.vtt

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/exercise.7z

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/1. Overview.mp4

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/2. Introduction to Neural Networks.mp4

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/2. Introduction to Neural Networks.vtt

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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.mp4

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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.vtt

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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.mp4

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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.vtt

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/5. Explore Propagations in NNs.mp4

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/5. Explore Propagations in NNs.vtt

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/6. Summary.mp4

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/2. Understanding the Basics of Neural Networks/6. Summary.vtt

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/3. Introducing the Recurrent Neural Networks/1. Overview.mp4

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/3. Introducing the Recurrent Neural Networks/1. Overview.vtt

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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.mp4

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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.vtt

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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.mp4

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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.vtt

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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.mp4

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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.vtt

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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.mp4

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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.vtt

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/3. Introducing the Recurrent Neural Networks/6. Summary.mp4

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/3. Introducing the Recurrent Neural Networks/6. Summary.vtt

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/4. Building a Recurrent Neural Network Using Tensorflow/1. Overview.mp4

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/4. Building a Recurrent Neural Network Using Tensorflow/1. Overview.vtt

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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.mp4

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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.vtt

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/4. Building a Recurrent Neural Network Using Tensorflow/3. Summary.mp4

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/4. Building a Recurrent Neural Network Using Tensorflow/3. Summary.vtt

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/5. Exploring the Merits of RNNs - Case Study/1. Overview.mp4

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/5. Exploring the Merits of RNNs - Case Study/1. Overview.vtt

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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.mp4

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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.mp4

3.99 MB

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.vtt

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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.mp4

2.54 MB

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.vtt

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/5. Exploring the Merits of RNNs - Case Study/5. Summary.mp4

1.18 MB

4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/5. Exploring the Merits of RNNs - Case Study/5. Summary.vtt

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/6. Understanding the Best Practices for Building RNNs/1. Overview.mp4

646.37 KB

4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/6. Understanding the Best Practices for Building RNNs/1. Overview.vtt

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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.mp4

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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.vtt

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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.mp4

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4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/6. Understanding the Best Practices for Building RNNs/4. Summary.mp4

1.01 MB

4. Literacy Essentials. Core Concepts Recurrent Neural Networks (Abdul Rehman Yousaf, 2022)/6. Understanding the Best Practices for Building RNNs/4. Summary.vtt

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5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/exercise.7z

13.72 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/playlist.m3u

657 B

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/~i.txt

1.38 KB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/1. Course Overview/1. Course Overview.mp4

2.53 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/1. Course Overview/1. Course Overview.vtt

1.93 KB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/2. GAN Basics/1. GAN Basics.mp4

3.06 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/2. GAN Basics/1. GAN Basics.vtt

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5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/2. GAN Basics/2. Neural Network Basics.mp4

8.15 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/2. GAN Basics/2. Neural Network Basics.vtt

6.44 KB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/2. GAN Basics/3. Overview.mp4

1.78 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/2. GAN Basics/3. Overview.vtt

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5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/1. How GANs Work.mp4

6.36 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/1. How GANs Work.vtt

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5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/2. GAN Architecture.mp4

3.73 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/2. GAN Architecture.vtt

3.07 KB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/3. GAN Training.mp4

7.46 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/3. GAN Training.vtt

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5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/4. GAN Issues.mp4

2.75 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/3. How GANs Work/4. GAN Issues.vtt

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5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/1. Using GANs to Solve Problems.mp4

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5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/1. Using GANs to Solve Problems.vtt

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5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/2. Powerful Patterns with GANs.mp4

5.28 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/2. Powerful Patterns with GANs.vtt

2.54 KB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/3. Use GANs to Generate Training Data.mp4

7.64 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/3. Use GANs to Generate Training Data.vtt

3.42 KB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/4. Summary.mp4

619.29 KB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/4. Using GANs to Solve Problems/4. Summary.vtt

766 B

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/5. Exploring Example GANs/1. Exploring Example GANs.mp4

6.65 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/5. Exploring Example GANs/1. Exploring Example GANs.vtt

5.28 KB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/5. Exploring Example GANs/2. Course Summary.mp4

2.61 MB

5. Literacy Essentials. Core Concepts Generative Adversarial Network (Jerry Kurata, 2022)/5. Exploring Example GANs/2. Course Summary.vtt

2.68 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/exercise.7z

4 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/playlist.m3u

2.43 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/~i.txt

1.76 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/1. Course Overview/1. Course Overview.mp4

2.7 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/1. Course Overview/1. Course Overview.vtt

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6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/1. Overview.mp4

1.13 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/1. Overview.vtt

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6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/2. Examples of Recommender Systems.mp4

1.9 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/2. Examples of Recommender Systems.vtt

2.17 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/3. Definition of Recommender System.mp4

3.84 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/3. Definition of Recommender System.vtt

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6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/4. Benefits of Recommender Systems.mp4

1.58 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/4. Benefits of Recommender Systems.vtt

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6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/5. Types of Recommender Systems.mp4

2.54 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/5. Types of Recommender Systems.vtt

2.56 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/6. Evaluation Criteria of Recommender Systems.mp4

3.57 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/6. Evaluation Criteria of Recommender Systems.vtt

3.64 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/7. Summary.mp4

1.17 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/2. Introduction to Recommendation Systems/7. Summary.vtt

1.28 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/1. Overview.mp4

1.15 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/1. Overview.vtt

1.27 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/2. Introduction to Collaborative Filtering.mp4

5.3 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/2. Introduction to Collaborative Filtering.vtt

5.6 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/3. How to Quantify Similarity.mp4

8.71 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/3. How to Quantify Similarity.vtt

8.55 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/4. Collaborative Filtering in the Neighborhood.mp4

7.21 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/4. Collaborative Filtering in the Neighborhood.vtt

6.56 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/5. Pros and Cons of Collaborative Filtering.mp4

3.82 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/5. Pros and Cons of Collaborative Filtering.vtt

4.24 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/6. Summary.mp4

1.28 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/3. Collaborative-filtering Based Recommendation Systems/6. Summary.vtt

1.44 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/1. Overview.mp4

1.56 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/1. Overview.vtt

1.58 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/2. Data Exploration.mp4

8.98 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/2. Data Exploration.vtt

6.03 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/3. Data Cleaning.mp4

6.71 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/3. Data Cleaning.vtt

4.38 KB

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.mp4

5.22 MB

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.vtt

3.88 KB

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.mp4

2.35 MB

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.vtt

1.52 KB

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.mp4

8.03 MB

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.vtt

4.65 KB

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.mp4

2.92 MB

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.vtt

1.96 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/8. Summary.mp4

1.24 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/4. Build a Product Recommendation System for Globomantics Using Python/8. Summary.vtt

1.35 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/1. Overview.mp4

1.3 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/1. Overview.vtt

1.51 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/2. Content-based Recommendation Systems.mp4

4.64 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/2. Content-based Recommendation Systems.vtt

5.14 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/3. Context-aware Recommendation Systems.mp4

3.49 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/3. Context-aware Recommendation Systems.vtt

3.66 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/4. Model-based Recommendation Systems.mp4

3.59 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/4. Model-based Recommendation Systems.vtt

3.46 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/5. Hybrid Recommendation Systems.mp4

3.16 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/5. Hybrid Recommendation Systems.vtt

3.78 KB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/6. Summary.mp4

2.25 MB

6. Literacy Essentials. Core Concepts Recommender Systems (Biswanath Halder, 2022)/5. Other Approaches to Generate Recommendations/6. Summary.vtt

2.2 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/exercise.7z

9.02 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/playlist.m3u

1.47 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/~i.txt

1.32 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/1. Course Overview/1. Course Overview.mp4

3.03 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/1. Course Overview/1. Course Overview.vtt

2.1 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/1. Introduction.mp4

886.39 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/1. Introduction.vtt

737 B

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/2. What Is Deep Learning.mp4

2.54 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/2. What Is Deep Learning.vtt

1.79 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/3. Deep Learning Use Cases.mp4

4.06 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/3. Deep Learning Use Cases.vtt

2.73 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/4. What Are Neural Networks.mp4

4.34 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/4. What Are Neural Networks.vtt

3.32 KB

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.mp4

1.94 MB

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.vtt

2.12 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/6. What Is Data Normalization.mp4

2.48 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/6. What Is Data Normalization.vtt

2.57 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/7. Normalization Demo.mp4

4.65 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/7. Normalization Demo.vtt

2.64 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/8. Conclusion.mp4

933.87 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/2. Evaluate Normalization Techniques for Deep Learning/8. Conclusion.vtt

1.07 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/1. Introduction.mp4

1.14 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/1. Introduction.vtt

1.09 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/2. Batch Normalization.mp4

6.96 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/2. Batch Normalization.vtt

5.75 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/3. Convolutional Neural Network.mp4

6.95 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/3. Convolutional Neural Network.vtt

4.75 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/4. Layer Normalization.mp4

2.83 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/4. Layer Normalization.vtt

1.63 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/5. Instance Normalization.mp4

4.1 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/5. Instance Normalization.vtt

2.37 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/6. Group Normalization.mp4

3.56 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/6. Group Normalization.vtt

2.46 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/7. Conclusion.mp4

921.52 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/3. Understand Types of Normalization/7. Conclusion.vtt

1012 B

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/4. Case Study on Appropriate Normalization Technique/1. Introduction.mp4

982.2 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/4. Case Study on Appropriate Normalization Technique/1. Introduction.vtt

911 B

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/4. Case Study on Appropriate Normalization Technique/2. Quick Overview.mp4

883.53 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/4. Case Study on Appropriate Normalization Technique/2. Quick Overview.vtt

986 B

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.mp4

11.85 MB

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.vtt

5.77 KB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/4. Case Study on Appropriate Normalization Technique/4. Conclusion.mp4

1.73 MB

7. Literacy Essentials. Core Concepts Data Normalization (Ifedayo Bamikole, 2022)/4. Case Study on Appropriate Normalization Technique/4. Conclusion.vtt

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