Prompt Engineering to Leverage In-Context Learning in Large Language Models
Author(s): Salvatore Raieli Originally published on Towards AI. How to modify your text prompt to obtain the best from an LLM without trainingPhoto by Steven Lelham on Unsplash Large Language Models are more and more used and their skills are surprising. Part …
Digital Transformation in Finance: How Machine Learning is Redefining Financial Services and Overcoming Technology Debt
Author(s): Francis Adrian Viernes Originally published on Towards AI. The Critical Role of Machine Learning in Finance, the Overlooked Backend Problem and the Way ForwardPhoto by Markus Winkler on Unsplash When talking about digital transformation in financial services, two things come to …
Reinforcement Learning: SARSA and Q-Learning β Part 3
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Introducing the Temporal Difference family of iterative techniques to solve the Markov Decision ProcessImage by Alexey Savchenko on Unsplash In the previous article β Part 2 β we discovered a few solution algorithms …
Throwing In The Data Science Job Search Towel
Author(s): Adam Ross Nelson Originally published on Towards AI. Here is how to know if it is too early to give up on the data science job search Job searching is hard. Not news. Going from one field to another is even …
Top Important Computer Vision Papers for the Week from 28/8 to 3/9
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research Computer vision, a field of artificial intelligence that enables machines to interpret and understand the visual world, is rapidly evolving with groundbreaking research and technological advancements. On …
6 Pandas Mistakes That Silently Tell You Are a Rookie
Author(s): Bex T. Originally published on Towards AI. No error messages β thatβs what makes them subtle Top highlight Image by me We are all used to the big, fat, red error messages that frequently pop up while we code. Fortunately, people …
Building a Recommender for Implicit Feedback Data
Author(s): MichaΕ Oleszak Originally published on Towards AI. Provide personalized recommendations without knowing your users. Each recommendation system is different, and some of them are much easier to build than others. Think about Netflix. They know all about each of their movies, …
Building Correlation Matrix With P-Values In Python
Author(s): Adam Ross Nelson Originally published on Towards AI. Producing correlation output beyond the defaults in Python If you're a fan of the correlation Matrix, like I am, this article is for you. This article is especially for folks who use Python …
The First General-Purpose Visual and Language AI: LLaVA
Author(s): Louis Bouchard Originally published on Towards AI. LLaVA: Bridging the Gap Between Visual and Language AI with GPT-4 Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/Pn1B_L_zAwI GPT-4 is powerful, but did you know that some AIs …
βNavigating the Data Odyssey: Top Data Analytics Trends for 2023β
Author(s): Bhavesh Agone Originally published on Towards AI. The study of analyzing raw data to draw inferences about information is known as data analytics. In this blog, Iβll discuss the future of data analytics and show you where the sector is going. …
Beyond Tutorials: Learning Data Analysis with LangChainβs Pandas Agent
Author(s): Edwin Tan Originally published on Towards AI. How to leverage LangChain's Pandas Agent as your co-pilot.Image by author. Pandas has become the de-facto Python library when it comes to data processing and analysis due to its rich API and intuitive data …
ANPR with YOLOV8
Author(s): Skander Menzli Originally published on Towards AI. Photo by Semyon Borisov on Unsplash Introduction: YOLO V8 is the latest model developed by the Ultralytics team. Itβs a state-of-the-art YOLO model that transcends its predecessors in terms of both accuracy and efficiency. …
Choosing the Right GPU Strategy for Your AI Project
Author(s): Ryan Shrott Originally published on Towards AI. Explore the practical implications of purchasing versus renting a GPU for your AI endeavors, using real-life scenarios to guide your decision.Photo by Daniel LeΕΌuch on Unsplash Whether youβre a budding startup aiming to change …
Who Needs Photo Editors?! β Massive Image Manipulation Tutorial in Python
Author(s): Bex T. Originally published on Towards AI. Transform and manipulate images at will with scikit-imageImage by Midjourney We are here on a sad business. Very sad, indeed. We are here to learn how to take beautiful, breathtaking images and turn them …
Reinforcement Learning: Dynamic Programming and Monte Carlo β Part 2
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Introducing two simple iterative techniques to solve the Markov Decision ProcessImage by Wil Stewart on Unsplash In the previous article β Part 1 β we have formulated the Markov Decision Process (MDP) as …
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