DIY Machine Learning and Self Driving with Donkey Car | NWU Industry Talks, Counter Point Dynamics
Channel: Chara Grant
Date: 2020-07-15

Hey there! Welcome to our very first YouTube Premiere event! Hope you will find this video informative. Please feel free to join the Donkey Car Slack Channel, as well as our Discord Server (https://discord.gg/AK2XSXa) and Community. Find our links below:

Google Forms Survey: https://forms.gle/ThZcx5GYWCP7SFxF7
Brontisaur Blog: https://brontisaur.wordpress.com/category/diy-robocars/
CPDynamics Website: https://www.cpdynamics.co.za/
DIYRobocars SA Discord Server: https://discord.gg/AK2XSXa

Donkey Car Specific Links:
DIYRobocars Main Slack: https://donkeycar.slack.com/
Donkey Docs: https://docs.donkeycar.com/
Donkey Gym (Docs): https://docs.donkeycar.com/guide/simulator/
Donkey Git Repo: https://github.com/autorope/donkeycar
DIYRobocars Website: https://diyrobocars.com/

Docs for Machine Learning Tools:
Tensorflow: https://www.tensorflow.org/
Keras: https://keras.io/
Pytorch: https://pytorch.org/

CNN Visualization tool:
https://cs.ryerson.ca/~aharley/vis/conv/flat.html

Machine Learning Relevant Reading:
How to Code Modern Neural Networks Using Python and Numpy: https://visualstudiomagazine.com/articles/2019/07/01/modern-neural-networks.aspx
Intuitive Guide to Convolutional Neural Networks: https://towardsdatascience.com/light-on-math-machine-learning-intuitive-guide-to-convolution-neural-networks-e3f054dd5daa
Deep Learning Using Design Thinking: https://towardsdatascience.com/deep-learning-using-design-thinking-f0d20c8f0994
Why Machine Learning Does not Have to Be So Hard: https://machinelearningmastery.com/youre-wrong-machine-learning-not-hard/

Get Started with Machine Learning:
Tensorflow Official Tutorials: https://www.tensorflow.org/tutorials
PyImage Search: https://www.pyimagesearch.com/
Machine Learning Mastery: https://machinelearningmastery.com/