Mini NLP Cypher | Mini Year Review
Author(s): Ricky Costa Originally published on Towards AI. Das Eismeer U+007C Friedrich __init__.py Mini NLP Cypher U+007C Mini Year Review U+1F44BU+1F44B 2020 – The Year That Never Was Good riddance to the woeful 12 months that made the year 2020. We spent …
Crack Detection in Concrete
Author(s): Chittal Patel Originally published on Towards AI. Photo by Maud CORREA on Unsplash Computer Vision Using Computer Vision Introduction Crack detection is crucial in monitoring the health of infrastructural buildings. As seasons change and the level of moisture remains inconsistent across …
5 Killer Machine Learning Automation Scripts
Author(s): Durgesh Samariya Originally published on Towards AI. Collection of Machine Learning Automation Scripts Photo by charlesdeluvio on Unsplash Automating machine learning workflows is essential to streamline the development, deployment, and maintenance of machine learning models. In this discussion, we have covered …
Tensorflow Cheat Sheet: Say Hi to Deep Learning!
Author(s): Gencay I. Originally published on Towards AI. Simplify Your Deep Learning Journey with Our Comprehensive TensorFlow Cheat Sheet for Python. – Created in Canvas- Image by Author Are you looking to master deep learning with TensorFlow? Whether you’re a beginner or …
StyleGAN3: Allias-Free GAN
Author(s): Albert Nguyen Originally published on Towards AI. Have you ever thought of a movie that is totally generated by AI? Recent advancements in generative AI have shown promising results in controllable image generation. Generators like StyleGAN2 can produce realistic images. See …
Backpropagation and Vanishing Gradient Problem in RNN (Part 2)
Author(s): Alexey Kravets Originally published on Towards AI. How it is reduced in LSTM https://unsplash.com/photos/B22I8wnon34 In part 1 of this series, we went through back-propagation in an RNN model and explained both with formulas and showed numerically the vanishing gradient problem in …
Using a Keras Tuner for Hyperparameter Tuning of a TensorFlow Model
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Use of Hyperband Tuner with Complete Code Photo by Will Francis on Unsplash TensorFlow can be highly efficient, but the process of finding the right parameters can be very tiring and tedious. On …
This AI newsletter is all you need #56
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week we saw several new competitors in the world of LLMs, in both open-source and closed models. Despite its impressive capabilities, the first …
MITACS Globalink Research Internship | How to get one?
Author(s): Raman Jha Originally published on Towards AI. MITACS Globalink Research Internship U+007C How to get one? Mitacs Globalink Research Internship Let me introduce myself first. Hey there, I am Raman Jha, a junior year Bachelor of Engineering student at D Y …
NLP using DeepLearning Tutorials: A Sentiment Classifier based on perceptron (Part 4/4)
Author(s): Abdelkader Rhouati Originally published on Towards AI. Evaluation of test data This image is uploaded from source Natural Language Processing is one of the most complicated fields of machine learning, basically due to the complexity and ambiguity of the language. However, …
Inside NLLB-200, Meta AI’ New Super Model that Achieved New Milestones in Machine Translations Across 200 Languages
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most important achievements to bring machine translation to low-resource languages. Source: https://gigazine.net/gsc_news/en/20220707-meta-nllb-200/ I recently started an AI-focused educational newsletter, that already has over 125,000 subscribers. TheSequence is a no-BS (meaning no …
The Quality of Projects in your Portfolio Matters a Lot when Applying for Data Scientist or Machine Learning Engineer Positions
Author(s): Suhas Maddali Originally published on Towards AI. The real-world impact that a project makes with the use of machine learning and data science can be a game changer when it comes to interviewing for data science and machine learning related positions. …
The Framework Uber Uses to Streamline Statistical Experiments
Author(s): Jesus Rodriguez Originally published on Towards AI. OED enables the scoring and optimization experiments using Pyro’s probabilistic programming model. Source: https://eng.uber.com/oed-pyro-release/ I recently started an AI-focused educational newsletter, that already has over 125,000 subscribers. TheSequence is a no-BS (meaning no hype, …
Power, Limitations, and Use Cases of Gpt-3 From My Tests and Prototype Apps You Can Replicate Right Away
Author(s): LucianoSphere Originally published on Towards AI. Exemplified with smart chatbots that can even listen and talk naturally command programs, or help students as full-time online tutors. And all on the web. Since OpenAI released it now already several months ago, I …
Deep Learning-Based Deepfake Detection in a Nutshell
Author(s): Pawara Siriwardhane, UG Originally published on Towards AI. Deep Learning-Based Deepfake Detection in a Nutshell A Brief Overview of Deep Learning-Based Deepfake Detection Figure 1: Arwork by Author Remarking on a climacteric of Artificial Intelligence (AI), Deep Learning (DL) has become …
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