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Why Should You Not Completely Trust In Test Accuracy?
Author(s): Youssef Hosni Originally published on Towards AI. The machine learning engineering job would be much simpler if the only thing we ever had to do was do well on the holdout test set. Continue reading on Towards AI Join thousands of …
Improving Accuracy of Text Extraction with Simple Techniques
Author(s): Chinmay Bhalerao Originally published on Towards AI. understanding data and problem statements to make predictions better Photo by Clément Hélardot on Unsplash Text extraction has a lot of applications in extracting text from images, scanned documents, and pdfs. There are many …
Trends in AI — February 2023
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Bing + ChatGPT, Google’s Bard, Claude, and LAION… ChatGPT keeps setting the course of Language Model’s applications. Generative audio sees massive progress (MusicLM, AudioLDM, SingSong…), a comeback of GANs for image synthesis, …
This AI newsletter is all you need #33
What happened this week in AI by Louis ChatGPT and generative AI are still hot topics this week. ChatGPT reportedly reached 100 million monthly active users in January, making it one of the fastest-growing apps in history. This success is leading to …
Inside BLOOM: How Thousands of AI Researchers Created an Open Source ChatGPT Alternative
Author(s): Jesus Rodriguez Originally published on Towards AI. An open-source LLM shows that tech incumbents are not the only companies able to create massive models. Continue reading on Towards AI Join thousands of data leaders on the AI newsletter. Join over 80,000 …
Will AI replace Cybersecurity jobs?
Author(s): Taimur Ijlal Originally published on Towards AI. Do cybersecurity jobs have a limited lifespan as AI becomes better and better at securing stuff ? Continue reading on Towards AI Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers …
A Cheat Sheet to Deep Learning Algorithms: Types, Applications, and Examples
Author(s): SPX Originally published on Towards AI. Introduction Continue reading on Towards AI Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and …
How to Maximize ML Project Success with Efficient Scoping? | MLOps 5
Author(s): Akhil Theerthala Originally published on Towards AI. In our past articles of this series, we have seen many things. We started our journey by looking at the lifecycle of a project. Following this, we got an overview of each phase of …
An Intuitive Explanation of Policy Gradient
Author(s): Renu Khandelwal Originally published on Towards AI. A Simple Explanation of Policy Gradient for Reinforcement Learning with very little Math Continue reading on Towards AI Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up …
How to Use Hugging Face Pipelines?
Author(s): Tirendaz AI Originally published on Towards AI. A practical guide on how to perform NLP tasks with Hugging Face Pipelines Image by Canva With the libraries developed recently, it has become easier to perform deep learning analysis. One of these libraries is …
Unsupervised Sentiment Analysis With Real-World Data: 500,000 Tweets on Elon Musk
Author(s): Clément Delteil Originally published on Towards AI. Guided walkthrough in a real-world Natural Language Processing project. Continue reading on Towards AI Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the …
Traffic Forecasting: The Power of Graph Convolutional Networks on Time Series
Author(s): Barak Or Originally published on Towards AI. The Graph Convolutional Network (GCN) has revolutionized the field of deep learning by showcasing its versatility in solving real-world problems, including traffic prediction, which is a critical issue in transportation. Introduction The Graph Convolutional …
Solution
Author(s): ___ Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Quaritsch Photography on Unsplash In this short article, we will learn how to cherry-pick commits using VS Code and the GitLens …
Solution
Author(s): ___ Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Quaritsch Photography on Unsplash In this short article, we will learn how to cherry-pick commits using VS Code and the GitLens …
Understanding Machine Learning Performance Metrics
Author(s): Pranay Rishith Originally published on Towards AI. Evaluating the Effectiveness of Your Models Photo by Mikail McVerry on Unsplash I’m sure you’re familiar with machine learning, so let’s not discuss it further. There are several types of machine learning, such as …
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