Studying Tensorflow

References LearningTensorFlow.com G?ron, A. (2017). Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems.?O’Reilly Media [Amazon] Siraj Raval (2016. 8. 19.). TensorFlow in 5 Minutes. YouTube. [YouTube] TensorBoard: 그래프 시각화 [LINK] Cifar-10 CNN implementation using TensorFlow library with 24% error [GitHub] Q&A In TensorFlow, what is the difference between […]

The Empty String, the Empty List, and Zero All Evaluate to False

The empty string, the empty list, the empty dictionary, the empty set, and zero all evaluate to False.

 

Conversion Between Str and Bytes

Diagram: Conversion Between Str and Bytes Conversion to String

  Conversion To Bytes

  Write a?File in Write Binary Mode (‘wb’)

  Write a?File in Write Character?Mode (‘w’)

 

How to Get and Change the Current Working Directory | Python

How to Get?the Current Working Directory

How to Change?the Current Working Directory

 

Machine Learning: Regression | Machine Learning Specialization | Coursera

Brief Information Name : Machine Learning:?Regression Lecturer 😕Carlos Guestrin?and?Emily Fox Duration: 2015-12-28 ~ 2016-02-15 (6 weeks) Course : The 2nd(2/6) course of Machine Learning Specialization?in Coursera Syllabus Record Certificate Learning outcome Describe the input and output of a regression model. Compare and contrast bias and variance when modeling data. Estimate model parameters using optimization algorithms. […]

Machine Learning Foundations: A Case Study Approach | Machine Learning Specialization | Coursera | Course

Brief Information Name : Machine Learning Foundations: A Case Study Approach Lecturer 😕Carlos Guestrin?and?Emily Fox Duration: 2015-10-22 ~ 11-02 (6 weeks) (~11-09) Course : The 1st (1/6) course of Machine Learning Specialization?in Coursera Syllabus Record Certificate Learning outcome Identify potential applications of machine learning in practice. Describe the core differences in analyses enabled by regression, […]

Studying ‘Python’

References Lee, J. W. (2014)?Computational Mathematics. Mathematics, Kwangwoon University, spring semester 2014 Miller, B. N. and Ranum, D. L. (2013) Python Programming In Context. 2nd Ed. Jones & Bartlett Learning Klein, P. N. (2013) Coding the Matrix: Linear Algebra through Applications to Computer Science. Newtonian Press.?978-0615880990 This book is used for application of Python in […]