Mastering 10 Regression Algorithms: A Step-by-Step Practical Approach
Author(s): Fares Sayah Originally published on Towards AI. A Hands-On Guide to Understanding and Evaluating Regression Algorithms Photo by Howie Mapson on Unsplash Linear Regression is one of the simplest algorithms in machine learning. It can be trained using different techniques. In …
N-Dimensional DICOM Volumes With ImageIO
Author(s): Abby Morgan Originally published on Towards AI. Visualizing, augmenting, and interacting with high-dimensional DICOM volumes in Python Still from the axial plane of a cranial CT; Image by author In this article, we’ll demystify how to access a common format of …
Integrating ChatGPT with Mac: A Guide to Directly Use ChatGPT on Medium or Anywhere on Your Mac
Author(s): The Tech Insider Originally published on Towards AI. Integrate your Mac with ChatGPT with a few simple steps, No Coding! Image: The Tech Insider I previously discussed how to integrate ChatGPT with Google Docs. Below is the link for that if …
OpenAI Releases Research Behind Plagiarism Detector (Not impressed)
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. OpenAI is Adding Watermark to GPT: No More Plagiarizing OpenAI empowers malicious actors of language models and shows how to reduce the risk. Source: macandernie In collaboration with Georgetown University’s center …
Mastering the Fundamentals: Differences Between Sample, Batch, Iteration, And Epoch
Author(s): Clément Delteil Originally published on Towards AI. A Beginner’s Guide to Mastering the Fundamentals of Machine Learning Photo by Robert Ruggiero on Unsplash When you are new to Machine Learning, it is common to get overwhelmed with information. There are so …
Understanding the Inner Mechanics of the Granger Causality Test
Author(s): Guenter Bauer Originally published on Towards AI. Advanced Plotting of Decomposed Time Series Photo by Chad Kirchoff on Unsplash In time series forecasting it is often helpful to use additional (exogenous) variables in order to improve the forecast accuracy of your …
How To Estimate FP, FN, TP, TN, TPR, TNR, FPR, FNR & Accuracy for Multi-Class Data in Python in 5 minutes
Author(s): Serafeim Loukas, PhD Originally published on Towards AI. In this post, I explain how someone can read a confusion matrix and how to extract several performance metrics for a multi-class classification problem from the confusion matrix in 5 minutes In one …
How To Use Vector Search To Quickly Build A Content-Based Filtering Recommender System
Author(s): ___ Originally published on Towards AI. Qualitative Evaluation Visualizing some results (all movie posters are from imdb) In this article, I will share how a vector search engine like weaviate can be used to quickly build a content-based filtering recommender system. …
AI Systems: Unearthed Bias and the Compelling Quest for True Fairness
Author(s): João Areias Originally published on Towards AI. And how we can prevent the automation of prejudice Source: Bing Image Creator Artificial Intelligence (AI) is no longer a futuristic concept — it has become an intrinsic part of our lives. It’s hard …
Unlocking the Black Box: A Comparative Study of Explainable AI Techniques: PDP vs. ALE and, SHAP vs. Breakdown
Author(s): Varsha Singh Originally published on Towards AI. Let us get a grip on the inner working of a few popular XAI Techniques with Easy-to-Understand Explanations. Photo by fabio on Unsplash As a data scientist, understanding the inner workings of our models …
9 Blunders to Avoid in Your Next Data Science Interview
Author(s): Anmol Tomar Originally published on Towards AI. Increase your chances of cracking the Data Science Interview. Data science interviews can be a nerve-wracking experience, but with proper preparation, you can increase your chances of success. However, even the most well-prepared candidates …
Google’s Chain of Thought Prompting is One of the Most Exciting Techniques in Generative AI
Author(s): Jesus Rodriguez Originally published on Towards AI. The technique is likely to be one of the hallmarks of the LaMDA model. Created with Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
5 Python Packages for Effortless EDA
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. These packages would help boost your workflow Photo by KOBU Agency on Unsplash Data exploration is the heart of many data activities. Before any analysis, you need to know your data better. Maybe …
Navigating the Legal Landscape of AI in Healthcare
Author(s): Andrew Austin Originally published on Towards AI. Laws, Policies & Principles for AI Use This is part of a 10-part series about the Ethics and Governance of Artificial Intelligence for Health that was created by the World Health Organization. How the …
A Beginner-Friendly Guide to Understanding Policy Gradient
Author(s): Renu Khandelwal Originally published on Towards AI. A Simple Explanation of Policy Gradient for Reinforcement Learning with very little Math Your goal is to teach a simulated robot to move forward using Reinforcement Learning(RL). https://gymnasium.farama.org/environments/mujoco/walker2d/ A simulated robot must explore the …
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