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
