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 Δ±s …
Machine Unlearning in 2023: Where We Are and Where Itβs 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 β 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 …
ChatGPTβs New Custom Instructions Were Just Released. Hereβs 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 (ι«ιη) Originally published on Towards AI. Open AI Key In This Article, We are going to Talk about a service called βStreamlitβ. Itβs 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 …
NLP News Cypher | 10.18.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Fatih YΓΌrΓΌr on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 10.18.20 Crash Override Hey welcome back! Itβs 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 β they are played on a board with discrete locations for pieces. This is …
The NLP Cypher | 10.25.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Youhana Nassif on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 10.25.20 On Her Majestyβs Service Was knocking about the Big Bad NLP Database when I arrived on a …
What goes into a Bona-Fide Cradle to Grave Business Transformation Platform?
Author(s): Cassidy Hilton Originally published on Towards AI. Technology What goes into a Bona-Fide Cradle to Grave Business Transformation Platform? Foreword Over the years, Iβve developed a deep appreciation and passion for world-class SaaS technology. When leveraged effectively with an emphasis on …
Turing, Winograd, or Whither
Author(s): Danielle Boccelli Originally published on Towards AI. Photo by Possessed Photography on Unsplash Artificial Intelligence, Machine Intelligence, Opinion What do we question when we ask if machines can think? An interesting concept from literary theory states that if a reader wants …
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