Chat with Your BigQuery Data
Author(s): Benedict Neo Originally published on Towards AI. made with excalidraw Large language models (LLMs) have shown extraordinary ability in understanding natural language and generating code. One popular use-case for code generation is in Text-To-SQL tasks, where the goal is to automatically …
The (Truly) Hardest of Pandas: pivot and melt Clearly Explained
Author(s): Bex T. Originally published on Towards AI. Master these head-scratchers like never before Top highlight Image by me with Midjourney The title says it all — this is about the two hardest Pandas functions: pivot and melt. If Pandas functions were …
Reinforcement Learning: Function Approximation and Deep Q-Networks — Part 4
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Reinforcement Learning with continuous state spaces and gradient descent techniquesImage by SpaceX on Unsplash Since Part 1 of this series, we have framed Reinforcement Learning as a Markov Decision Process environment with discrete …
If You Only Have 3 Minutes — This ChatGPT Dense Summary Prompt is For You
Author(s): Qendel AI Originally published on Towards AI. I only have 3 minutes — how do I read my 5 pages now? Your time is precious, and a strong summary honors that! A strong summary is brief — a weak summary is …
A Simple ChatGPT Prompt to Clearly Convey Your Message to Anyone, Anytime.
Author(s): Qendel AI Originally published on Towards AI. Photo created using DALLE-3. Stop throwing your words to the wrong ears! Imagine you have a well-crafted message, but you throw it into diverse minds — people of different ages, professions, upbringings, etc. The …
A Practical Introduction to PySpark
Author(s): Mihir Gandhi Originally published on Towards AI. This article explains what PySpark is, some common PySpark functions, and data analysis of the New York City Taxi & Limousine Commission Dataset using PySpark. PySpark is an interface for Apache Spark in Python. …
Navigating the Mind of GPT: How to Elicit Clarity and Avoid AI Hallucinations
Author(s): MindfulModeler Originally published on Towards AI. Photo by Ehimetalor Akhere Unuabona on Unsplash Introduction When working with cutting-edge language models like GPT, we occasionally find ourselves stumbling upon “hallucinations.” A hallucination, in the context of a language model, is when the …
Smart Control of Traffic Lights Using AI
Author(s): Mihir Gandhi Originally published on Towards AI. The congestion of urban traffic is becoming one of the critical issues with the increasing population and automobiles in cities. Traffic jams not only cause extra delay and stress for the drivers but also …
“5-Word ChatGPT Prompt Prefix” That Yields Desired Response On The First Try
Author(s): Qendel AI Originally published on Towards AI. 5-word ChatGPT Prompt Prefix That Yields Desired Responses On The First Try As crazy as it sounds, a simple 5-word prompt prefix helps ChatGPT think like any professional and enables you to find better …
Harmonizing Digital CX Channels: The Four-Quadrant Synergy Model of Chatbots and ChatGPT in Modern Organizations
Author(s): Francis Adrian Viernes Originally published on Towards AI. How the Modern Organization Can Utilize Both Chatbots and ChatGPTPhoto by BoliviaInteligente on Unsplash The benefits of using technology, particularly automation, have already been discussed, quantified, and validated by numerous sources and accounts. …
Mapping With GPT-4's Advanced Data Analysis Tool: A Comprehensive Example
Author(s): John Loewen, PhD Originally published on Towards AI. Using GPT-4 to generate beautiful on-the-fly charts and mapsDall-e Image: impressionist painting in vivid colors of planet Earth With data analysis, one of the most challenging things to do is to transform raw …
Top Important Computer Vision Papers for the Week from 18/9 to 24/9
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research Top highlight On a weekly basis, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image …
Advanced Matplotlib: A Comprehensive Guide to Data Visualization
Author(s): RaviTeja G Originally published on Towards AI. World of charts — Image Generate with Ideogram.ai Welcome back to the second installment of our two-part series of Matplotlib. In part 1, we saw how we can make the basic plot and understand …
Stop Using Print()
Author(s): James Asher Originally published on Towards AI. How to log in to Python and why you should be using it insteadPhoto by Bank Phrom on Unsplash I get it, printing is simple and easy, so why should I waste my time …
Exploring Julia Programming Language: Unit Testing
Author(s): Jose D. Hernandez-Betancur Originally published on Towards AI. Running unit testing in the Julia programming languageImage by Author. Welcome back to this series for exploring the Julia programming language for developing end-to-end machine learning projects U+1F44B. In this post, we’ll dive …
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