How to Make a Model with Textual Input Benefit From User’s Age
Author(s): Sebastian Poliak Originally published on Towards AI. Deep Learning How to Make a Model with Textual Input Benefit From User’s Age Enriching Sequential LSTM Model with Non-Sequential Features Sequence data can be found in various fields and use cases of Machine …
Create Your NAS Database Server on Raspberry Pi
Author(s): Louis Chan Originally published on Towards AI. Personal Motivation Database, but we need to fit it in a Raspberry Pi — Photo by Jan Antonin Kolar on Unsplash Network-Attached Storage (NAS) is a centralized well of data repository which is accessible …
The NLP Cypher | 02.21.21
Author(s): Ricky Costa Originally published on Towards AI. NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 02.21.21 U+1F389 1T or bust my dudes U+1F389 There’s a group of ML hackers attempting to recreate GPT-3 on their own. Earlier this year, …
Google’s Model Search is a New Open Source Framework that Uses Neural Networks to Build Neural Networks
Author(s): Jesus Rodriguez Originally published on Towards AI. The new framework brings state-of-the-art neural architecture search methods to TensorFlow. Source: https://github.com/google/model_search I recently started an AI-focused educational newsletter, that already has over 70,000 subscribers. TheSequence is a no-BS (meaning no hype, no …
TensorFlow: Speed Up NumPy by over 10,000x with GPUs
Author(s): Louis Chan Originally published on Towards AI. Code Photo by Marc-Olivier Jodoin on Unsplash If you have used Python for any data processing, you have most likely used NumPy (short for Numerical Python). It provides a rich arsenal of complex data …
AI in Finance Panel: Accelerating AI Risk Mitigation with XAI and Continuous Monitoring
Author(s): Anusha Sethuraman Originally published on Towards AI. Artificial Intelligence At the AI in Finance Summit, NY, in December 2020, Fiddler AI held a panel discussion on the state of responsible AI with a group of model risk specialists from the financial …
The NLP Cypher | 02.28.21
Author(s): Ricky Costa Originally published on Towards AI. The Human Condition U+007C Magritte NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 02.28.21 Zeroshot Hey welcome back! Plenty to talk about this week. But first some quick housekeeping. We’ll be updating …
GANsformers: Generate complex scenes using GANs and Transformers
Author(s): Louis Bouchard Originally published on Towards AI. They basically leverage transformers’ attention mechanism in the powerful StyleGAN2 architecture to make it even more powerful! Results examples on generating bedroom scenes with its attention maps. Image from: Drew A. Hudson and C. …
The NLP Cypher | 03.07.21
Author(s): Ricky Costa Originally published on Towards AI. The Lookout — “All’s Well” U+007C Homer NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 03.07.21 The Crow’s Nest Hey Welcome back! Had a loooong weekend of busy busy, so this week’s …
1Cycle Learning Rate Scheduling with TensorFlow and Keras
Author(s): Jonathan Quijas Originally published on Towards AI. Machine Learning Engineering A Practical Methodology to Set the Most Important Hyperparameter in Deep Learning Photo by David Everett Strickler on Unsplash Problem Statement Training a Deep Neural Network can be a challenging task. …
Docker + Flask | Dockerizing a Python API
Author(s): Billy Bonaros Originally published on Towards AI. Docker containers are one of the hottest trends in software development right now. Not only it makes it easier to create, deploy and run applications but by using containers you are confident that your …
Let’s Win at 7½ With RL!
Author(s): Alberto Prospero Originally published on Towards AI. Machine Learning How reinforcement learning can be applied to find optimal strategies at 7½ (a game really similar to Blackjack!) Photo by Marin Tulard on Unsplash Introduction “Winner, Winner, Chicken Dinner!”.In the movie 21, …
Install the Fastai Course Requirements on Linux
Author(s): David Littlefield Originally published on Towards AI. Deep Learning for Coders: Image by Anton Maksimov juvnsky This article is an expanded guide that’s meant to help you learn what’s happening throughout the chapter. It provides definitions of terms, commands, and code …
Ultralearning Product Data Science
Author(s): Harsh Darji Originally published on Towards AI. Data Science The minimal effort maximum outcome way Happiness is not pleasure. Happiness is the expansion of possibilities — Scott Young I often wonder what is one thing I am most passionate about, I …
Winning The Lottery Using Data Analytics
Author(s): John Bica Originally published on Towards AI. A data-focused strategy you can use to pick numbers in the Yotta lottery Image created by Author with GIFMaker Lotteries are supposed to be based on probability and randomness. You can pick your lucky …
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