Book and Tutorial Plan

Tags:

• book
• plan
• imron

Book and Tutorial Plan

My upcoming planned books and tutorials.

Monographs

• Rooftop Solar System
• Soft sensor
• Rice Classification
• DevOps for Embedded Systems

Popular Books

• Markdown
• A book about flags

Tutorials

• Instrumentation Lab with Arduino
• Deep Learning with Android

Tutorial Translation

Machine Learning

• ML from Scratch, License: MIT
• Machine Learning Experiments, License: MIT
• Deep Learning lectures at M2 Data Science Université Paris Saclay License: MIT
• Deep Learning - Machine Learning Tokyo (MLT) License: MIT
• Deep Learning Lecture Notes and Experiments License: MIT
• TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow License: MIT
• Lectures for INFO8010 - Deep Learning, ULiège License: BSD
• STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020) License: MIT
• Get SH*T Done with PyTorch License: Apache

Python

• Python The No Theory Guide License: MIT
• Python Awesome License: MIT
• Practical Machine Learning with Python License: Apache

Books Translation

Python

• Full Speed Python License: CC-BY
• Dive Into Python 3 CC-BY
• Python for Everybody License: CC BY (NC for some case)
• A Byte of Python License: CC-BY, already translated to Indonesia
• Python for Humanities License: CC-BY
• Akuli Python Tutorial License: ZLIB
• Whirlwind Tour of Python, GitHub License: CC0
• Practical Python License: CC-BY
• Learning OOP Python License: GPL
• Programming with Python License: CC-BY
• Google Python Tutorial License: CC-BY
• Python in a Notebook License: CC-BY
• Python 3: from None to Machine Web License: CC-BY

Machine Learning

• Practical Deep Learning for Coders, v3, GitHub, License: Apache
• Homemade Machine Learning, License: MIT
• Machine Learning with Octave, License: MIT
• Free and Open Machine Learning Book License: CC-BY
• Introduction to Scientific Computing in Python License: CC-BY
• Scipy Lectures License: CC-BY
• Dive into Deep Learning License: CC-BY
• Introduction to computing with Python for engineering and scientific applications License: CC-BY
• Introduction to Deep Neural Networks with Keras and Tensorflow License: MIT
• Python ML Course License: MIT
• CS231 Stanford Convolutional Neural Networks for Visual Recognition Course Page License: MIT
• Course in Machine Learning CIML in PDF License: GPL, file type: .tex
• Deep School IO License: Apache
• Keras Tutorial License: MIT
• Notes on Deep Learning Book License: MIT
• Fast Book by fastai License: GPL
• First-steps-towards-Deep-Learning License: GPL
• Learn Deep Reinforcement Learning in 60 days License: MIT
• Course T81-558: Applications of Deep Neural Networks License: Apache
• Lab Materials for MIT 6.S191: Introduction to Deep Learning License: MIT
• Deep Learning with TensorFlow 2 and Keras License: Apache
• PyTorch Deep Learning Bootcamp License: MIT
• Hacker’s Guide to Machine Learning with Python License: MIT
• A walk with fastai2 License: MIT

Data Science

• Learn Data Science License: BSD
• Python Data Science License: LGPL

Maths

• Interactive Linear Algebras License: GPL/GFDL
• Discover Linear Algebra License: GFDL
• Modeling, Functions, and Graphs Algebra for College Students License: GFDL
• Trigonometry License: GFDL
• Elementary Algebra License: GFDL
• Understanding Linear Algebra License: CC-BY
• Active Prelude to Calculus License: CC-BY
• Active Calculus Multivariable License: CC-BY
• Active Calculus or this License: CC-BY
• Calculus Lab Manual or this License: CC-BY
• Discrete Mathematics License: CC-BY

Digital Signal Processing

• Kalman and Bayesian Filter in Python License: CC-BY
• Digital Signal Processing Lecture License: CC-BY
• A Compact Primer on Digital Signal Processing Web License: Eclipse Public License

Education

• Teaching and Learning with Jupyter License: CC-BY

Computer Science

• Algorithms and Data Structures Web License: CC0

Electrical Engineering

• Lesson of Electrical Circuit License: Design Science License, All About Circuit Version
• All about Circuits Worksheets License: CC-BY
• Fundamentals of Electrical Engineering I License: CC-BY
• Socratic Electronics License: CC-BY

Others

• Working-with-Climate-Data-in-Python License: CC-BY