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 …
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 …
How To Choose Your Loss Function — Where I Disagree With Cassie Kozyrkov
Author(s): Christian Leschinski Originally published on Towards AI. Selecting the right loss function and evaluation metrics is important for the success of your data science project. But while a lot has been written about machine learning algorithms and overall trends in our …
Dalle Mini Is Amazing — And You Can Use It!
Author(s): Louis Bouchard Originally published on Towards AI. Dalle mini is a free, open-source AI that produces amazing images from text inputs. Here’s how it works. This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, …
How To Be A Great Data Tutor
Author(s): Adam Ross Nelson Originally published on Towards AI. Everything you need to know about using your pro data skills to help others as a data tutor This member-only story is on us. Upgrade to access all of Medium. Being a data …
7 Important Concepts in Artificial Intelligence and Machine Learning
Author(s): Carla Martins Originally published on Towards AI. Concepts you should know before starting any project This member-only story is on us. Upgrade to access all of Medium. Photo by Clément Hélardot on Unsplash Artificial intelligence (AI) and machine learning (ML) applications …
SafetyOps — Automation Framework Beyond MLOps
Author(s): Supriya Ghosh Originally published on Towards AI. SafetyOps — Automation Framework Beyond MLOps Most Data Scientists and Machine Learning engineers are well-acquainted with MLOps and utilize the framework for Machine Learning (ML) Software production and deployment. But does the term SafetyOps …
Trends in AI — June 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Top highlight Multi-modal multi-task Reinforcement Learning from Deepmind’s Gato shell-shocked AGI predictions. DALLE·2 has new competition from Imagen by Google. Is reasoning with LLM’s around the corner when we ask them to …
Towards AI Announces Acquisition of Learn AI Together — The Largest AI Discord Community
Author(s): Towards AI Editorial Team Originally published on Towards AI. Source: Unsplash Learn AI Together is a highly engaged community of 25,000 AI developers and enthusiasts. The acquisition accelerates Towards AI’s plans to democratize access to AI and build the key community …
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