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Tutorials / Learning

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Online Courses

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  1. Neural networks and deep learning
  2. Deep Learning For Coders—36 hours of lessons for free

Android

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  1. General UI Components
  2. Android Asset Studio
  3. Circular Image View
  4. Material Animations
  5. Android working with RecyclerView
  6. RxAndroid Basics: Part 1

RXJava

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  1. RxJava Javadoc

Animations and Transitions

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  1. lgvalle/Material-Animations

Dagger

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  1. Using Dagger 2 for dependency injection in Android - Tutorial
  2. Dependency Injection With Dagger 2 on Android
  3. Dependency Injection with Dagger 2 | CodePath Android Cliffnotes
  4. Dagger 2: Even sharper, less square

Robotics

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  1. University Notes for Robotics Classes
  2. Statistical Techniques in Robotics
  3. Video Tutorial - Hidden Markov Model

Kalman Filter

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  1. Kalman_and_Bayesian_Filters_in_Python.pdf
  2. Video Tutorial - The Kalman Filter
  3. Kalman Filter Gatech Lecture Notes.pdf
  4. EKF math and implementation
  5. Kalman Filter and EKF implementation
  6. How a Kalman filter works, in pictures
  7. 3 more

RaspberryPi

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  1. OS Installation - Ivan X's Raspberry Pi Party
  2. Adafruit 16 Servo Driver | Raspberry Pi
  3. Raspberry Pi GPIO Pinout

Programming Practice

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  1. Donald Knuth, Volume 4 A
  2. GeeksforGeeks | A computer science portal for geeks
  3. knapsack
  4. exercism.io

Math

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  1. A Primer on Bézier Curves
  2. Chapter 7: Determinants
  3. Essence of linear algebra
  4. Erik Demaine | Advanced Data Structures
  5. Differential Equations Explained
  6. Guide to Linear Regression
  7. 2 more

Neural Networks

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  1. TensorFlow-World-Resources
  2. Presentation - Android and Deep Learning
  3. Stanford Deep Learning Tutorial
  4. Colah's blog
  5. Neural networks and deep learning
  6. WildML
  7. 4 more

Neural Networks Applications

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  1. Neural Doodle
  2. Composing Music With Recurrent Neural Networks
  3. A Neural Network in 11 lines of Python (Part 1)

Computer Vision

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  1. CS 598 Applications of Computer Vision
  2. Fast Document Rectification and Enhancement
  3. Camera resectioning
  4. StereoVision.pdf
  5. OpenCV: Epipolar Geometry
  6. Stereo and 3D Vision

Histogram of Oriented Gradients

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  1. Human Detection Survey
  2. Histogram of Oriented Gradients (HOG) for Object Detection in Images 20110926
  3. How to use Histogram of Oriented Gradients

Programming

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  1. 500 Data Structures and Algorithms practice pro...
  2. Effectively Using Matplotlib
  3. Visualising data structures and algorithms
  4. Graph Data Structure Interview Questions
  5. Design Patterns
  6. Algorithms, 4th Edition
  7. 4 more

TSA

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  1. TSP Approximations
  2. TSP Approximations (Theory)
  3. The Traveling Tesla Salesman

Data Structures

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  1. Text editor data structures

PCL

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  1. PCL - Lectures and Tutorials with code

Podcasts

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  1. Garageband Podcast
  2. The Future of Podcasting

Design

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  1. Material icons - Google Design
  2. GV The Design Sprint

Machine Learning

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  1. Tutorial To Implement k-Nearest Neighbors in Python From Scratch - Machine Learning Mas...
  2. Statistical Machine Intelligence & Learning Engine

Bitcoin

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  1. Still Don't Get #Blockchain? an Explanation for Five-Year- Old
  2. How the blockchain is changing money and business
  3. Beyond Bitcoin - Part II
  4. Beyond Bitcoin - Part I

Hacks / Instructional

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  1. Begin-Latex-in-minutes
  2. Tor Browser User Manual
  3. Teaching Your Computer To Play Super Mario Bros. – A Fork of the Google DeepMind Atari ...
  4. Fast and Accurate Document Detection for Scanning
  5. An OpenCV-based document scanner in Python
  6. OpenCV: QR Code detection and extraction
  7. 11 more

Latex

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  1. Latexdiff
  2. FancyHdr
  3. Geometry
  4. Create LaTeX tables online

Graphics

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  1. HDR
  2. D3.js Step by Step
  3. The Book of Shaders
  4. WebGL Fundamentals
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