Machine Learning 101: Intro To Neural Networks (NVIDIA Jetson Nano Review and Setup)



Neural networks are types of machine learning algorithms that are everywhere in our daily lives! We hear a lot about them in the news today, but how do they work? This episode introduces some neural network basics, and uses this information to build an autoencoder, a type of neural network that automatically learns how to compress and decompress images, and can even be used to generate new images that did not exist before!

The autoencoder shown in this video is implemented in Python on the Jetson Nano, a small single board computer with an integrated GPU made by NVIDIA! Built for embedded applications, this little board is a machine learning powerhouse and makes it easy to integrate neural networks into your own DIY maker projects!

Ready to continue learning about neural networks or get started on implmenting your own? Check out the links below for more details!

More info about the NVIDIA Jetson Nano:
NVIDIA Developer Installation Instructions:
Autoencoder Jupyter Notebook:

Interested in setting up your own Jetson Nano? You can pick up all of the hardware used in this video from Amazon using the following affiliate links:

NVIDIA Jetson Nano Developer Kit:
5V 4A Power Supply:
Noctua 40x20mm 5V PWM Fan:
Belkin N300 Pocket USB WiFi Adapter:
Logitech K400 Wireless Keyboard and Mouse Combo:
Samsung EVO Select 32GB SD Card with Reader:

Other components:

Raspberry Pi Camera Module V2-8 Megapixel, 1080p:
AGPTEK HD 1080p Video Capture HDMI Recorder:
Fosmon 3-Port HDMI Switch:
HDMI Cable:
SanDisk Ultra 32GB USB Flash Drive:

Comments or questions?

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Video Sources:
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“Alexa Enabled Light Switch (DIY Home Automation, NodeMCU, ESP8266, IoT, Arduino, 3D Printing)” (Super Make Something):
“But what is a Neural Network? | Deep learning, chapter 1” (3Blue1Brown):
“This weather forecasting model is actually accurate | Lloyd Treinish | TED Institute” (TED Institute):
“Tesla Model X | Full Self Driving inc. Tesla Vision Feed” (Teslafinity – Sustainable Progress):
“You Won’t Believe What Obama Says In This Video! ;-)” (BuzzFeedVideo):
“Getting Started with JetBot” (NVIDIA):
“Get Started with NVIDIA Jetson Nano Developer Kit” (NVIDIA Developer):
“$99 Jetson Nano – Intro, Setup and Demo” (JetsonHacks):
“DeepStream on Jetson Nano” (NVIDIA Developer):

Outro Music:
“Clear Mind” (Play on Loop):

#JetsonNano #NeuralNetworks #MachineLearning

source: https://fumceunice.org

Xem thêm các bài viết về Công Nghệ: https://fumceunice.org/category/cong-nghe/

7 thoughts on “Machine Learning 101: Intro To Neural Networks (NVIDIA Jetson Nano Review and Setup)

  1. sorry but this is too little information to fast in very short video maybe consider more about a general point of view… but I really want to learn more about this topic.

  2. I use the Nano in my work and have to say that this is a great starter guide for those looking to get comfortable with this rising class of boards

  3. I would recommend Google Colab it's Jupyter notebook for python but with free cloud CPU, GPU and TPU (you can choose any one)

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