#Tutorial : Theory and Application of Generative Adversarial Network https://www.youtube.com/watch?v=KudkR-fFu_8

Optimization Perspectives on Learning to Control #ICML2018 #Tutorial
https://people.eecs.berkeley.edu/~brecht/l2c-icml2018/

@ArtificialIntelligenceArticles

tf.keras for Researchers: Crash Course
"That's all you need to get started with reimplementing most deep learning research papers in TensorFlow 2.0 and Keras!"
Code by François Chollet: https://colab.research.google.com/drive/14CvUNTaX1OFHDfaKaaZzrBsvMfhCOHIR
#deeplearning #keras #tensorflow #tutorial

tf.keras for Researchers: Crash Course

"That's all you need to get started with reimplementing most deep learning research papers in TensorFlow 2.0 and Keras!"

Code by François Chollet: https://colab.research.google.com/drive/14CvUNTaX1OFHDfaKaaZzrBsvMfhCOHIR

#deeplearning #keras #tensorflow #tutorial

A Recipe for Training Neural Networks by Andrej Karpathy

New article written by Andrej Karpathy distilling a bunch of useful heuristics for training neural nets. The post is full of real-world knowledge and how-to details that are not taught in books and often take endless hours to learn the hard way.

Link: https://karpathy.github.io/2019/04/25/recipe/

#tipsandtricks #karpathy #tutorial #nn #ml #dl

How to Segment Buildings on Drone Imagery with Fast.ai & Cloud-Native GeoData Tools
Blog by Dave Luo : https://medium.com/@anthropoco/how-to-segment-buildings-on-drone-imagery-with-fast-ai-cloud-native-geodata-tools-ae249612c321
#DeepLearning #Geospatial #Drones #MachineLearning #Tutorial

How to Segment Buildings on Drone Imagery with Fast.ai & Cloud-Native GeoData Tools
Blog by Dave Luo : https://medium.com/@anthropoco/how-to-segment-buildings-on-drone-imagery-with-fast-ai-cloud-native-geodata-tools-ae249612c321
#DeepLearning #Geospatial #Drones #MachineLearning #Tutorial

New Frontiers of Automated Mechanism Design for Pricing and Auctions by Maria-Florina Balcan, @mldcmu, Tuomas Sandholm, Ellen Vitercik @csdatcmu

Learn more → https://mld.ai/y1m
Tutorial Video Part I: https://youtu.be/buK3KXZcGAI
Tutorial Video Part II: https://youtu.be/T8gaK4Yw4zI

#MechanismDesign #GameTheory #Tutorial #MachineLearning #Optimization #ML

tf.keras for Researchers: Crash Course
"That's all you need to get started with reimplementing most deep learning research papers in TensorFlow 2.0 and Keras!"
Code by François Chollet: https://colab.research.google.com/drive/14CvUNTaX1OFHDfaKaaZzrBsvMfhCOHIR
Related very interesting new video : https://youtu.be/uhzGTijaw8A
#deeplearning #keras #tensorflow #tutorial