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Tensorflow 2.0 Deep Learning and Artificial Intelligence
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TutsNode.com.txt63 B
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/1. Welcome/2. Outline.srt17.1 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/1. Welcome/3. Where to get the code.srt15.4 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/1. Welcome/3.1 Colab Notebooks.html157 B
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/1. Welcome/3.2 Github Link.html120 B
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/10. GANs (Generative Adversarial Networks)/1. GAN Theory.srt20.7 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/10. GANs (Generative Adversarial Networks)/2. GAN Code.srt14.9 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/11. Deep Reinforcement Learning (Theory)/11. Q-Learning.srt17.9 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/11. Deep Reinforcement Learning (Theory)/12. Deep Q-Learning DQN (pt 1).srt16.4 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/11. Deep Reinforcement Learning (Theory)/13. Deep Q-Learning DQN (pt 2).srt13.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/11. Deep Reinforcement Learning (Theory)/2. Elements of a Reinforcement Learning Problem.srt26.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/11. Deep Reinforcement Learning (Theory)/3. States, Actions, Rewards, Policies.srt11.3 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/11. Deep Reinforcement Learning (Theory)/4. Markov Decision Processes (MDPs).srt12.7 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/11. Deep Reinforcement Learning (Theory)/6. Value Functions and the Bellman Equation.srt12.5 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/11. Deep Reinforcement Learning (Theory)/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).srt12.4 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/11. Deep Reinforcement Learning (Theory)/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).srt14.9 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/12. Stock Trading Project with Deep Reinforcement Learning/10. Help! Why is the code slower on my machine.srt11.7 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/12. Stock Trading Project with Deep Reinforcement Learning/2. Data and Environment.srt15.7 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/12. Stock Trading Project with Deep Reinforcement Learning/6. Code pt 2.srt11.8 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/13. Advanced Tensorflow Usage/2. Tensorflow Serving pt 2.srt20.4 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/13. Advanced Tensorflow Usage/3. Tensorflow Lite (TFLite).srt11 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/13. Advanced Tensorflow Usage/4. Why is Google the King of Distributed Computing.srt11.3 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/14. Low-Level Tensorflow/1. Differences Between Tensorflow 1.x and Tensorflow 2.x.srt12.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/14. Low-Level Tensorflow/2. Constants and Basic Computation.srt9.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/14. Low-Level Tensorflow/3. Variables and Gradient Tape.srt13.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/14. Low-Level Tensorflow/4. Build Your Own Custom Model.srt13.3 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/15. In-Depth Loss Functions/1. Mean Squared Error.srt11.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/15. In-Depth Loss Functions/3. Categorical Cross Entropy.srt9.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/16. In-Depth Gradient Descent/1. Gradient Descent.srt9.8 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/16. In-Depth Gradient Descent/4. Variable and Adaptive Learning Rates.srt15.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/16. In-Depth Gradient Descent/5. Adam (pt 1).srt16.7 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/16. In-Depth Gradient Descent/6. Adam (pt 2).srt14.5 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/18. Setting up your Environment (FAQ by Student Request)/1. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4150.6 MB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/18. Setting up your Environment (FAQ by Student Request)/1. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt14.7 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/18. Setting up your Environment (FAQ by Student Request)/2. Anaconda Environment Setup.mp4180.9 MB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/18. Setting up your Environment (FAQ by Student Request)/2. Anaconda Environment Setup.srt20 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/18. Setting up your Environment (FAQ by Student Request)/3. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4167.3 MB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/18. Setting up your Environment (FAQ by Student Request)/3. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.srt32 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. Beginner's Coding Tips.srt19 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code Yourself (part 1).srt22.1 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. How to Code Yourself (part 2).srt13 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Proof that using Jupyter Notebook is the same as not using it.srt14.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/5. Is Theano Dead.srt12.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/2. Google Colab/1. Intro to Google Colab, how to use a GPU or TPU for free.srt14.1 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/2. Google Colab/2. Tensorflow 2.0 in Google Colab.srt9.5 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/2. Google Colab/3. Uploading your own data to Google Colab.srt12 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/2. Google Colab/4. Where can I learn about Numpy, Scipy, Matplotlib, Pandas, and Scikit-Learn.srt11.5 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).srt14.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt31.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt16.1 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt23 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/21. Appendix FAQ Finale/1. What is the Appendix.srt3.7 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/3. Machine Learning and Neurons/1. What is Machine Learning.srt18.4 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/3. Machine Learning and Neurons/10. Why Keras.srt5.8 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/3. Machine Learning and Neurons/2. Code Preparation (Classification Theory).srt20.3 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/3. Machine Learning and Neurons/5. Regression Notebook.srt12.1 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/3. Machine Learning and Neurons/6. The Neuron.srt12.5 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/3. Machine Learning and Neurons/7. How does a model learn.srt14 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/3. Machine Learning and Neurons/9. Saving and Loading a Model.srt4.9 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/4. Feedforward Artificial Neural Networks/10. ANN for Regression.srt12.8 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/4. Feedforward Artificial Neural Networks/2. Beginners Rejoice The Math in This Course is Optional.srt17 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/4. Feedforward Artificial Neural Networks/3. Forward Propagation.srt12.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/4. Feedforward Artificial Neural Networks/4. The Geometrical Picture.srt11.5 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/4. Feedforward Artificial Neural Networks/5. Activation Functions.srt22.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/4. Feedforward Artificial Neural Networks/6. Multiclass Classification.srt11 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/4. Feedforward Artificial Neural Networks/7. How to Represent Images.srt15.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/4. Feedforward Artificial Neural Networks/8. Code Preparation (ANN).srt16.3 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/4. Feedforward Artificial Neural Networks/9. ANN for Image Classification.srt9.9 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/5. Convolutional Neural Networks/1. What is Convolution (part 1).srt20.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/5. Convolutional Neural Networks/11. Improving CIFAR-10 Results.srt13.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/5. Convolutional Neural Networks/4. Convolution on Color Images.srt20.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/5. Convolutional Neural Networks/5. CNN Architecture.srt27.9 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/5. Convolutional Neural Networks/6. CNN Code Preparation.srt19.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/5. Convolutional Neural Networks/9. Data Augmentation.srt11.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/1. Sequence Data.srt24 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/10. GRU and LSTM (pt 2).srt14.3 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/11. A More Challenging Sequence.srt9.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/12. Demo of the Long Distance Problem.mp4124 MB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/12. Demo of the Long Distance Problem.srt23.1 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/15. Stock Return Predictions using LSTMs (pt 1).srt15.7 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/17. Stock Return Predictions using LSTMs (pt 3).srt14.4 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/2. Forecasting.srt13.3 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/3. Autoregressive Linear Model for Time Series Prediction.srt14.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/5. Recurrent Neural Networks.srt25.6 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/7. RNN for Time Series Prediction.srt11.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/8. Paying Attention to Shapes.srt9.9 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/6. Recurrent Neural Networks, Time Series, and Sequence Data/9. GRU and LSTM (pt 1).srt22.8 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/7. Natural Language Processing (NLP)/1. Embeddings.srt16.2 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/7. Natural Language Processing (NLP)/2. Code Preparation (NLP).srt16.8 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/7. Natural Language Processing (NLP)/4. Text Classification with LSTMs.srt9.8 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/7. Natural Language Processing (NLP)/5. CNNs for Text.srt10.1 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/8. Recommender Systems/1. Recommender Systems with Deep Learning Theory.srt17.4 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/8. Recommender Systems/2. Recommender Systems with Deep Learning Code.srt11.7 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/9. Transfer Learning for Computer Vision/1. Transfer Learning Theory.srt10.7 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/9. Transfer Learning for Computer Vision/5. Transfer Learning Code (pt 1).srt13.8 KB
[TutsNode.com] - Tensorflow 2.0 Deep Learning and Artificial Intelligence/9. Transfer Learning for Computer Vision/6. Transfer Learning Code (pt 2).srt10.4 KB