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You're reading from  TensorFlow: Powerful Predictive Analytics with TensorFlow

Product typeBook
Published inMar 2018
Reading LevelIntermediate
PublisherPackt
ISBN-139781789136913
Edition1st Edition
Languages
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Author (1)
Md. Rezaul Karim
Md. Rezaul Karim
author image
Md. Rezaul Karim

Md. Rezaul Karim is a researcher, author, and data science enthusiast with a strong computer science background, coupled with 10 years of research and development experience in machine learning, deep learning, and data mining algorithms to solve emerging bioinformatics research problems by making them explainable. He is passionate about applied machine learning, knowledge graphs, and explainable artificial intelligence (XAI). Currently, he is working as a research scientist at Fraunhofer FIT, Germany. He is also a PhD candidate at RWTH Aachen University, Germany. Before joining FIT, he worked as a researcher at the Insight Centre for Data Analytics, Ireland. Previously, he worked as a lead software engineer at Samsung Electronics, Korea.
Read more about Md. Rezaul Karim

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Appendix A. Assessment Answers

Lesson 1: From Data to Decisions – Getting Started with TensorFlow


Question Number

Answer

1

2

2

True

3

True

4

  • A set of tf.Operation objects: This is used to represent units of computation to be performed

  • A tf.Tensor object: This is used to represent units of data that control the dataflow between operations

5

3

Lesson 2: Putting Data in Place – Supervised Learning for Predictive Analytics


Question Number

Answer

1

supervised learning, unsupervised learning, and reinforcement learning

2

False

3

model_params = {"learning_rate": LEARNING_RATE}"

4

True

5

4

Lesson 3: Clustering Your Data – Unsupervised Learning for Predictive Analytics


Question Number

Answer

1

Supervised

2

True

3

The main objective of the unsupervised learning algorithms is to explore the unknown/hidden patterns in the input data that are unlabeled

4

True

5

3

Lesson 4: Using Reinforcement Learning for Predictive Analytics


Question Number

Answer

1

strategy

2

True

3

rewards

4

False

5

3

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Author (1)

author image
Md. Rezaul Karim

Md. Rezaul Karim is a researcher, author, and data science enthusiast with a strong computer science background, coupled with 10 years of research and development experience in machine learning, deep learning, and data mining algorithms to solve emerging bioinformatics research problems by making them explainable. He is passionate about applied machine learning, knowledge graphs, and explainable artificial intelligence (XAI). Currently, he is working as a research scientist at Fraunhofer FIT, Germany. He is also a PhD candidate at RWTH Aachen University, Germany. Before joining FIT, he worked as a researcher at the Insight Centre for Data Analytics, Ireland. Previously, he worked as a lead software engineer at Samsung Electronics, Korea.
Read more about Md. Rezaul Karim