Generative AI and Future
Author(s): Luhui Hu Originally published on Towards AI. GAN, GPT-3, DALL·E 2, and what’s next Photo by Josh Gordon on Unsplash The past ten years have been the golden decade of AI, but meaningful AI has just begun: CV is the current …
7 Steps to Better Sentiment Analysis
Author(s): Rijul Singh Malik Originally published on Towards AI. A blog about how to better improve your sentiment analysis. Photo by Domingo Alvarez E on Unsplash 1. Build Your Knowledge Base Sentiment analysis is a difficult task. First, you have to build …
Trends in AI — July 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. NLLB-200 the brand new open source breakthrough in Machine Translation from Meta AI, learning to Play Minecraft by watching videos, Yann LeCun’s path towards human-level AI, a new Neural Corpus Indexer for …
DALL-E True Significance
Author(s): Rafe Brena, Ph.D. Originally published on Towards AI. Is text-to-image an art form? This member-only story is on us. Upgrade to access all of Medium. From Craiyon site, in agreement with terms of use. First of all, what is DALL-E? GPT-3, …
No Language Left Behind
Author(s): Salvatore Raieli Originally published on Towards AI. Meta’s new model is able to translate between 200 different languages making the internet more accessible image from Amador Loureiro at Unsplash Introduction The limits of my language mean the limits of my world. …
How I Would Learn Machine Learning
Author(s): Sandro Luck (Data With Sandro) Originally published on Towards AI. If I Could Start Over This member-only story is on us. Upgrade to access all of Medium. Image of the Author, Created by the Author With just data, some coding skills, …
A Unique Way Of Visualising Confusion Matrix — Sankey Chart
Author(s): Hrishikesh Patel Originally published on Towards AI. Go Sankey for Less Confusion! This member-only story is on us. Upgrade to access all of Medium. Image by the author A confusion matrix in machine learning conveniently summarizes a model’s performance. However, when …
Python Prior Machine Learning Part 1& Data Visualization
Author(s): Gencay I. Originally published on Towards AI. Matplotlib & Seaborn Briefly Explained and Compared This member-only story is on us. Upgrade to access all of Medium. Image by AuthorContent Table· Introduction· Line Graph ∘ Matplotlib ∘ Seaborn ∘ Animated Line Graph· …
No Language Left Behind
Author(s): Louis Bouchard Originally published on Towards AI. Translating 200 languages with a single model — Meta AI This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! …
Bayesian Odds
Author(s): Egor Howell Originally published on Towards AI. How you can quickly compute the odds of an event using Bayes’ theorem This member-only story is on us. Upgrade to access all of Medium. Photo by Keenan Constance on Unsplash In our Bayesian …
How To Improve Your Analytical Report With Conditional Formatting In Pandas
Author(s): Hrishikesh Patel Originally published on Towards AI. Excel-like Conditional Formatting in Pandas Using Styler API This member-only story is on us. Upgrade to access all of Medium. Image by author Clearly communicating analytical insights with stakeholders is crucial for data scientists/analysts. …
Some Key Ideas About Representation Learning
Author(s): Jesus Rodriguez Originally published on Towards AI. A foundational piece of every machine learning solution. This member-only story is on us. Upgrade to access all of Medium. Source: https://syncedreview.com/2021/09/16/deepmind-podracer-tpu-based-rl-frameworks-deliver-exceptional-performance-at-low-cost-105/ I recently started an AI-focused educational newsletter, that already has over 125,000 …
Confusion Matrix to No Confusion Matrix in Just 5mins
Author(s): Gowtham S R Originally published on Towards AI. What is confusion matrix precision, recall, accuracy, F1-score, FPR, FNR, TPR, TNR? image from Unsplash uploaded by Siora Photography Image by author In the beginning of your data science career, confusion matrix will …
Zero-shot vs Few-shot Learning: Key Insights with 2022 Updates
Author(s): Anil Tilbe Originally published on Towards AI. These are the present-day definitions and insights about zero-shot and few-short learning setups. This member-only story is on us. Upgrade to access all of Medium. By Nathan Queloz from Unsplash If you want a …
TensorFlow 2.9 Is Here: Present-day Use Cases
Author(s): Anil Tilbe Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Tensorflow is available as an open-source deep learning framework for machine learning under the MIT license. It provides a high-level API, which …
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