AI & Deep Learning
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AI & Deep Learning
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AI & Deep Learning
https://www.deeplearning.ai/ai-notes/optimization/?utm_source=social&utm_medium=linkedin&utm_campaign=BlogAINotesOptimizationAugust272019
deeplearning.ai
AI Notes: Parameter optimization in neural networks - deeplearning.ai
Training a machine learning model is a matter of closing the gap between the model's predictions and the observed training data labels. But optimizing the model parameters isn't so straightforward...
AI & Deep Learning
https://www.nvidia.com/en-us/titan/titan-rtx/data-science-kit/?ncid=so-elev-13904#cid=organicSocial_en-us_Elevate_Industry-Cross-Platform-Accelerating-Research,-Advancing-Discovery-IX01&_lrsc=88c716d5-9587-4624-bc3e-e68958bb0250&ncid=so-lin-lt-798
NVIDIA
The NVIDIA TITAN RTX Ultimate Graphics Card
The fastest PC graphics card ever built. Only from NVIDIA.
AI & Deep Learning
https://www.analyticsvidhya.com/blog/2018/10/introduction-neural-networks-deep-learning/
Analytics Vidhya
An Introductory Guide to Deep Learning and Neural Networks (Notes from deeplearning.ai Course #1)
An introduction to neural networks and deep learning. In this article learn about the basic concepts of neural networks and deep learning.
AI & Deep Learning
https://github.com/rougier/scientific-visualization-book
GitHub
GitHub - rougier/scientific-visualization-book: An open access book on scientific visualization using python and matplotlib
An open access book on scientific visualization using python and matplotlib - rougier/scientific-visualization-book
AI & Deep Learning
https://mitpress.mit.edu/books/reinforcement-learning-second-edition
MIT Press
Reinforcement Learning
The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intel...
AI & Deep Learning
https://medium.com/intuitionmachine/google-and-ubers-best-practices-for-deep-learning-58488a8899b6
Medium
Google and Uber’s Best Practices for Deep Learning
There is more to building a sustainable Deep Learning solution than what is provided by Deep Learning frameworks like TensorFlow and…
AI & Deep Learning
https://towardsdatascience.com/proximal-policy-optimization-tutorial-part-2-2-gae-and-ppo-loss-fe1b3c5549e8
AI & Deep Learning
http://ruder.io/nlp-imagenet/
ruder.io
NLP's ImageNet moment has arrived
Big changes are underway in the world of NLP. The long reign of word vectors as NLP's core representation technique has seen an exciting new line of challengers emerge. These approaches demonstrated that pretrained language models can achieve state-of-the…
AI & Deep Learning
https://machinelearningmastery.com/pooling-layers-for-convolutional-neural-networks/
AI & Deep Learning
https://www.kdnuggets.com/2019/01/solve-90-nlp-problems-step-by-step-guide.html
AI & Deep Learning
Learning Pandas (Python).pdf
1.8 MB
AI & Deep Learning
https://www.datasciencecentral.com/profiles/blogs/object-detection-with-10-lines-of-code
Data Science Central
Object Detection with 10 lines of code
This article was written by Moses Olafenwa. One of the important fields of Artificial Intelligence is Computer Vision. Computer Vision is the science of computers and software systems that can recognize and understand images and scenes. Computer Vision is…
AI & Deep Learning
Rules of Machine Learning.pdf
449.5 KB
AI & Deep Learning
Job skill extraction with LSTM and Word Embeddings.pdf
923.4 KB
AI & Deep Learning
Python code for Artificial Intelligence.pdf
1 MB
AI & Deep Learning
AI & Deep Learning
https://github.com/rasbt/stat479-machine-learning-fs19#notification-settings
GitHub
GitHub - rasbt/stat479-machine-learning-fs19: Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka…
Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison - rasbt/stat479-machine-learning-fs19
AI & Deep Learning
https://towardsdatascience.com/major-trends-in-nlp-a-review-of-20-years-of-acl-research-56f5520d473
Medium
Major trends in NLP: a review of 20 years of ACL research
The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) is starting this week in Florence, Italy. We took the…
AI & Deep Learning
https://opencv.org/latest-trends-of-object-detection-from-cornernet-to-centernet-explained-part-i-cornernet/
AI & Deep Learning
GANs.pdf
10 MB
AI & Deep Learning
https://medium.com/google-developer-experts/building-robust-production-ready-deep-learning-vision-models-in-minutes-acd716f6450a
Medium
Building Robust Production-Ready Deep Learning Vision Models in Minutes
A comprehensive hands-on guide to TensorFlow Serving