Kaggle Mini Courses - Intro to Deep Learning
Event page: https://www.meetup.com/Deep-Learning-...
Join us for our 4th adventure on our journey to deep learning and data science in general 🎉 We are also sharing with our community our upcoming adventures!
We are refreshing our toolkit with some traditional tools like data visualization, machine learning, SQL and as always, deep learning. We are taking the Kaggle Mini Courses as a group so join us, study ahead and volunteer to lead a session!
https://www.kaggle.com/learn/overview
The courses are free, and you can now earn certificates. Just bring your curiosity and get ready to meet our growing community 😀
Agenda:
Introductions and get to know our community
Deep Learning Adventures - Coding Presentation:
We will be following the course material and exercises at:
https://www.kaggle.com/learn/intro-to...
1 A Single Neuron
Learn about linear units, the building blocks of deep learning.
2 Deep Neural Networks
Add hidden layers to your network to uncover complex relationships.
3 Stochastic Gradient Descent
Use Keras and Tensorflow to train your first neural network.
4 Overfitting and Underfitting
Improve performance with extra capacity or early stopping.
5 Dropout and Batch Normalization
Add these special layers to prevent overfitting and stabilize training.
6 Binary Classification
Apply deep learning to another common task.
7 Detecting the Higgs Boson With TPUs
Get started with Tensor Processing Units (TPUs)!
Deep Learning YouTube playlists, feel free to share and subscribe 😀
Our BRAND NEW Kaggle Mini Course sessions are available at
http://bit.ly/dla-kaggle-courses
Join us on Slack:
https://join.slack.com/t/deeplearning...
Spread the word about our meetup 🎉