The Complete Guide to Data Preprocessing (Part 2)
Author(s): Dr. Roi Yehoshua Originally published on Towards AI. Loading the Data Set In the first part of this article, we described the data preprocessing process and showed how to handle missing values, categorical data, outliers and skewed data. In this part …
The Trials and Tribulations of a Data Scientist in a Startup: A Tale of Sarcasm and Survival
Author(s): Michele De Filippo, PhD ???? Originally published on Towards AI. The Daily Grind It was the best of times, it was the worst of times. But mostly the worst of times. Such is the life of a data scientist, especially one …
Inside Parsel: Stanford University’s New Framework for Hierarchical Reasoning
Author(s): Jesus Rodriguez Originally published on Towards AI. The model shows incredible performance across diverse tasks such as code evaluation or robotic task planning. I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
7 Ways ChatGPT Boosts Productivity for Python Developers
Author(s): Bobby Originally published on Towards AI. How ChatGPT 10X Productivity for Python Developers ChatGPT has no doubt changed the world. This cutting-edge tool can bring big productivity boosts when used right. In this post, we will explore seven powerful ways in …
Kluges That Work: Turning Pattern Matchers into Logical Reasoners
Author(s): Tabrez Syed Originally published on Towards AI. Photo by Todd Quackenbush on Unsplash In his book “Kluge: The Haphazard Construction of the Human Mind,” Gary Marcus details how our brains have been shaped by evolution into a structure that is functional …
Data Science Job Hunting: 5 Books That Guided My Path to Employment
Author(s): Jack Chang Originally published on Towards AI. Book Your Way to A Successful Job Interview Photo by James Yarema on Unsplash I know it has been rough! In the midst of these challenging times, it is undeniable that we are facing …
Zomato Sentiment Analysis
Author(s): Roli Trivedi Originally published on Towards AI. A Journey through EDA and Data Preparation Photo by Ravi Sharma on Unsplash In this article we will define the objective, Load data, Perform Exploratory Data Analysis and do data preparation Steps to be …
How Do 8 Smaller Models in GPT4 Work?
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. The secret “Model of Experts” is out; let's understand why GPT4 is so good! In recent years, deep learning models have been all the buzz. Every company is developing it. And …
Freezing Layers of a Deep Learning Model — the proper way
Author(s): Alexey Kravets Originally published on Towards AI. ADAM optimizer example in PyTorch Jason Mitrione on unsplash Introduction It is often useful to freeze some of the parameters for example when you are fine-tuning your model and want to freeze some layers …
ChatGPT is Old News: Here are 8 AI Tools that Will Transform Your Work
Author(s): Natassha Selvaraj Originally published on Towards AI. Image by Midjourney On November 30, 2022, OpenAI released ChatGPT, an AI chatbot capable of understanding natural language, writing code, and answering questions based on logic and reasoning. ChatGPT has over 100 million users …
Plan Your Trip Itinerary With ChatGPT
Author(s): Ana Bildea Originally published on Towards AI. A step-by-step tutorial on how to use ChatGPT as a travel assistant image by the author Are you planning your summer trip but feeling overwhelmed by all the choices and decisions? Have you considered …
“From Gaming to AI: Nvidia’s Pivotal Role in the AI Revolution”
Author(s): Bhavesh Agone Originally published on Towards AI. Nvidia is now worth more than Facebook, Tesla and Netflix. According to Reuters, the stock’s value has tripled in the last eight months. But how did this happen? How did a company that was …
The Danger of Sharing Personal Information With Chatbots – Pay Attention
Author(s): Maks Lunev Originally published on Towards AI. An answer to what happens with your chatbot conversations, who can see them, what topics you should avoid, and why you shouldn’t consider an AI chatbot like your closest friend Source: Photo by Luis …
The ChatGPT Code Interpreter Is Finally Open. How Exactly Does It Work? Here’s A Tutorial
Author(s): The Tech Insider Originally published on Towards AI. ChatGPT and Code Interpreter A few days ago, OpenAI announced that it was making the official plugin Code Interpreter available to all ChatGPT Plus users via a Beta panel in the settings within …
Meet LLM-AUGMENTER: Microsoft Research’s Architecture to Augment LLMs with Memory, Knowledge, and External Feedback
Author(s): Jesus Rodriguez Originally published on Towards AI. The new framework can serve as a reference to production-ready LLM solutions. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no …
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