Learning Goal: I’m working on a data engineering exercise and need the explanation and answer to help me learn. Q1)Read carefully Chapter 1 from “Gulli, A., Kapoor, A., Pal, S. (2019). Deep Learning with TensorFlow 2 and Keras: Regression, ConvNets, GANs, RNNs, NLP, and More with TensorFlow 2 and the Keras API, 2nd Edition. United […]
Discipline: Data Engineering
Measure similarities and dissimilaritiesMeasure similarities and dissimilarities
Learning Goal: I’m working on a data engineering writing question and need the explanation and answer to help me learn. This project demonstrates how to measure similarities and dissimilarities between data objects. Cover in the project the following: 1. Find some data examples and show examples of calculating a. L1 norm b. L2 norm c. […]
Gradients for learningGradients for learning
Learning Goal: I’m working on a data engineering discussion question and need the explanation and answer to help me learn. In section 10.7 The Challenge of Long-Term Dependencies, from “Goodfellow, I., Bengio, Y., Courville, A. (2016). Deep Learning. United Kingdom: MIT Press,” authors discuss the mathematical challenge of learning long-term dependencies in recurrent networks. The […]
Writing recognition with TensorFlow.Writing recognition with TensorFlow.
Learning Goal: I’m working on a data engineering exercise and need the explanation and answer to help me learn. Read Chapter 4: Convolutional Neural Networks from “Gulli, A., Kapoor, A., Pal, S. (2019). Deep Learning with TensorFlow 2 and Keras: Regression, ConvNets, GANs, RNNs, NLP, and More with TensorFlow 2 and the Keras API, 2nd […]
Data Engineering QuestionData Engineering Question
Learning Goal: I’m working on a data engineering writing question and need an explanation and answer to help me learn. Read Chapter 3: Regression from “Gulli, A., Kapoor, A., Pal, S. (2019). Deep Learning with TensorFlow 2 and Keras: Regression, ConvNets, GANs, RNNs, NLP, and More with TensorFlow 2 and the Keras API, 2nd Edition. […]