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Dennis Faucher (https://twitter.com/DennisFaucher) gave an absolute gem of a presentation. He is encouraging everyone to get started in ML in this session, where he discusses basic concepts and then gets into how we can all get started.

Dennis Faucher (https://twitter.com/DennisFaucher) gave an absolute gem of a presentation. He is encouraging everyone to get started in ML in this ses…

FromvBrownBag


Dennis Faucher (https://twitter.com/DennisFaucher) gave an absolute gem of a presentation. He is encouraging everyone to get started in ML in this ses…

FromvBrownBag

ratings:
Length:
51 minutes
Released:
Mar 11, 2022
Format:
Podcast episode

Description

He gave us all the links and was even nice enough to organize them through slide:

Here is a link to my PPT if anyone in the audience wants a copy. Here are also all the URLs in my deck that can be added to the YT description.

Deck: https://www.dropbox.com/s/vxih5casvo04rrl/vBB%20Laser%20Guided%20Cat%20Bot%202022-03-30.pptx?dl=0
Cat Bot Blog Post: Laser-Guided Autonomous Cat Bot | IT in Context (faucher.net) http://blog.faucher.net/2020/01/laser-guided-autonomous-cat-bot.html

Slide 2:
https://jetbot.org/master/getting_started.html
https://github.com/dusty-nv/jetson-inference
https://colab.research.google.com/#scrollTo=P-H6Lw1vyNNd
https://www.kaggle.com/paoloripamonti/twitter-sentiment-analysis
Darknet: Open Source Neural Networks in C (pjreddie.com) https://pjreddie.com/darknet/

Slide 5:
https://github.com/NVIDIA-AI-IOT/jetbot/blob/master/notebooks/collision_avoidance/live_demo.ipynb
Third Person High Res CatBot - YouTube https://www.youtube.com/watch?v=aO1Ur3doiE4&t=7s

Slide 6:
NVIDIA: https://github.com/dusty-nv/jetson-inference
Google Colab: Tensorflow for Beginners: https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/quickstart/beginner.ipynb
Darknet: Darknet: Open Source Neural Networks in C (pjreddie.com) https://pjreddie.com/darknet/
Kaggle: https://www.kaggle.com/paoloripamonti/twitter-sentiment-analysis

Slide 7: https://towardsdatascience.com/clearing-the-confusion-ai-vs-machine-learning-vs-deep-learning-differences-fce69b21d5eb

Slide 8:
TensorFlow Tutorial for Beginners: Your Gateway to Building Machine Learning Models (simplilearn.com)
TensorFlow Hidden Layer: Hidden Layer Definition | DeepAI
How does a Neural Network learn? https://www.kdnuggets.com/2015/12/how-do-neural-networks-learn.html

Slide 9: https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/quickstart/beginner.ipynb

Slide 10:
Image Retraining (TF2) https://colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/tf2_image_retraining.ipynb

Slide 11:
Darknet: Open Source Neural Networks in C (pjreddie.com) https://pjreddie.com/darknet/
./darknet detect cfg/yolov3.cfg yolov3.weights times_square.jpg
Train a custom classifier Train a Classifier on CIFAR-10 (pjreddie.com) https://pjreddie.com/darknet/train-cifar/

Slide 12: CIFAR-10 and CIFAR-100 datasets (toronto.edu) https://www.cs.toronto.edu/~kriz/cifar.html
Slide 13: Chickens Recognized by Name (While Eating Spaghetti) - YouTube https://www.youtube.com/watch?v=jHzRhhJoYQY&t=65s
Slide 14: Cloud AutoML Custom Machine Learning Models | Google Cloud https://cloud.google.com/automl
Released:
Mar 11, 2022
Format:
Podcast episode

Titles in the series (93)

BrownBags are a series of online webinars held using GotoMeeting and covering various datacenter & datacenter Certification topics. These BrownBags are held live at various dates and times around the globe and each covers a different bit of datacenter related specialization.