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A Disturbingly Long (But Excellent) Guide on Performing Pandas Joins
Author(s): Bex T. Originally published on Towards AI. From semi/anti joins to validating data merges Image by me with Midjourney A nasty shock that comes with real-world data is that it never comes in a single, tame CSV file. Instead, it ıs …
Machine Unlearning in 2023: Where We Are and Where It’s Headed
Author(s): Suyang Li Originally published on Towards AI. A summary of machine unlearning paradigms and methods, the motivation for machine unlearning, current challenges, and future outlook. Photo by Bret Kavanaugh on Unsplash (edited by author) Have you ever lied awake at night, …
Deep Diving Into Llama 2: Meta AI New Open Source Foundation Model
Author(s): Jesus Rodriguez Originally published on Towards AI. The model includes important improvements over its predecessors and represents an important milestone for open-source foundation models. Top highlight Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 …
Be Confident in your Machine Learning Models with the help of Cross-Validation
Author(s): Shivamshinde Originally published on Towards AI. Cross-validation is a go-to tool to check if your machine-learning model is reliable enough to work on new data. This article will discuss cross-validation, from why it is needed to how to perform it on …
How to Track and Visualize Machine Learning Experiments using MLflow
Author(s): Gurami Keretchashvili Originally published on Towards AI. MLflow — an open-source platform to manage machine learning lifecycle. In machine learning there is no free lunch. We do not know which data preprocessing or which machine learning algorithm is the best for …
Logistic Regression: Intuition & Implementation
Author(s): Muhammad Arham Originally published on Towards AI. The math behind the Logistic Regression algorithm and implementation from scratch using Numpy. Image by Author Introduction Logistic Regression is a fundamental binary classification algorithm that can learn a decision boundary between two different …
ExplainableAI (XAI)
Author(s): Data Science meets Cyber Security Originally published on Towards AI. Now Algorithms know what they are doing and why! INTRODUCTION: Hello, technophiles and curious minds. Welcome to the next chapter of the book Artificial Intelligence. Let us go further into the …
ChatGPT’s New Custom Instructions Were Just Released. Here’s How to Use It
Author(s): Gencay I. Originally published on Towards AI. Unlocking the Power of ChatGPT: From Custom Instructions to Machine Learning Code Decoding created in leonardo.ai There is no doubt that we all are very curious about the new blog post that has been …
AI Tutorial: How To Launch The AI Chat App In Streamlit Using Open AI And GitHub
Author(s): Tarik Kaoutar (高達烈) Originally published on Towards AI. Open AI Key In This Article, We are going to Talk about a service called “Streamlit”. It’s great for what we need. Even a beginner in Python, I was able to use it …
Best GPUs for AI and Deep Learning
Originally published on Towards AI. Source: Unsplash When delving into AI and deep learning, choosing the right GPU for your AI rig can make a significant difference. Choosing the right GPU gives you the flexibility to tackle advanced tasks and the opportunity …
Getting Started with Titanic Kaggle | Part 2
Author(s): Durgesh Samariya Originally published on Towards AI. Let’s develop a model to predict Titanic’s challenge with Kaggle Source: National Geographic In the last post, we started working on the Titanic Kaggle competition. If you haven’t read that yet, you can read …
ECCV 2020 Best Paper Award | A New Architecture For Optical Flow
Author(s): Louis Bouchard Originally published on Towards AI. Paper’s introduction Photo by Cris Ovalle on Unsplash ECCV 2020 Best Paper Award Goes to Princeton Team.They developed a new end-to-end trainable model for optical flow.Their method beats state-of-the-art architectures’ accuracy across multiple datasets …
NLP News Cypher | 10.11.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Ankhesenamun on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 10.11.20 An Ode to Code Hey, welcome back! We have another great NLP Cypher for this week. And as …
NLP News Cypher | 10.18.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Fatih Yürür on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 10.18.20 Crash Override Hey welcome back! It’s a brand new week. And if you are unaware, we tapped …
AlphaZero applied to an analog game.
Author(s): Mikhail Simin Originally published on Towards AI. Artificial Intelligence, Machine Learning The majority of turn-based games, that AlphaZero has been applied to, all share one common aspect — they are played on a board with discrete locations for pieces. This is …
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