MLOps: Build and Deploy First Machine Learning Application with Kubernetes
Author(s): Maria Zorkaltseva Originally published on Towards AI. This tutorial will walk through the process of building and deploying a machine learning application using Kubernetes — an open-source platform for automating deployment, scaling, and management of containerized applications. The tutorial covers a …
What is Explainability AI?
Author(s): Louis Bouchard Originally published on Towards AI. Interview with Yotam Azriel, CTO at TensorLeap — What’s AI Episode 13 Join us this week for a fascinating conversation on the What’s AI podcast, where Yotam Azriel, co-founder of TensorLeap, shares his fascinating …
Time Series Regression Using Transformer Models: A Plain English Introduction
Author(s): Ludovico Buizza Originally published on Towards AI. A plain English brief introduction to time series data regression/classification and transformers, as well as an implementation in PyTorch Photo by Jason Richard on Unsplash I am working on a project that uses transformer …
Prompt Injection Explained
Author(s): Louis Bouchard Originally published on Towards AI. Watch the video Originally published on louisbouchard.ai, read it 2 days before on my blog! By now, you all know what prompting is. It’s how we talk with ChatGPT and other AIs. But did …
This is Why You Should Read This Before using ChatGPT in Data Science
Author(s): Gencay I. Originally published on Towards AI. Unlocking the Power of ChatGPT for Effective Data Science: From Web Scraping to Machine Learning and Data Visualization Image by Author It’s no secret that Data Science is broad, with multiple areas to explore …
5 Use Cases to Leverage Large Language Models in Customer Service Interactions
Author(s): Sriram Parthasarathy Originally published on Towards AI. Customer service is the lifeblood of any successful business. Excellent customer service fosters customer loyalty, strengthens relationships, and boosts a brand’s reputation. Yet, with a huge volume of customer inquiries in the digital age, …
Connecting Yourself (Or Others) With Data Science Hiring Managers
Author(s): Adam Ross Nelson Originally published on Towards AI. Frequently folks ask me to connect them with a recruiter or a hiring manager. I’m happy to help with this! But there is a catch. You have to do some work first. You …
Policy Gradient Algorithm’s Mathematics Explained with PyTorch Implementation
Author(s): Ebrahim Pichka Originally published on Towards AI. Image generated by midjourney Table of Content · Introduction· Policy Gradient Method ∘ Derivation ∘ Optimization ∘ The Algorithm· PyTorch Implementation ∘ Networks ∘ Training Loop (Main algorithm) ∘ Training Results· Conclusion· References Introduction …
Unmasking the Bookworm in AI: A Deep Dive into the Literary Knowledge of Large Language Models
Author(s): Cezary Gesikowski Originally published on Towards AI. “You don’t have to burn books to destroy a culture. Just get people to stop reading them.” — Ray Bradbury, author of the sci-fi novel “Fahrenheit 451” image: Unsplash In a groundbreaking study that …
A quick introduction to Machine Learning. Part-1
Author(s): Abhijith S Babu Originally published on Towards AI. Machine learning is a term that is very popular at least for tech enthusiasts. Machine learning is a significant component of Artificial Intelligence, the buzzword of the current era. This article intends to …
Unleashing AI for Personal Enrichment: Harnessing ChatGPT-4’s Therapeutic Power
Author(s): Cezary Gesikowski Originally published on Towards AI. Revolutionizing Self-Reflection: An Innovative Approach to AI-Assisted Journaling image: Unsplash I’ve been leveraging the capabilities of ChatGPT-4 for my personal development over the last few months. I aimed to explore if it could help …
How to Fine-Tune Meta SAM
Author(s): Luhui Hu Originally published on Towards AI. Photo by Wolfgang Hasselmann on Unsplash Checkpoint-based fine-tuning of Meta pre-trained SAM for domain images Transformers and foundation models have reinvented AI and ushered in a new AI era of unifying NLP and CV, …
Exploring the Power of the Transformers Library for Natural Language Processing
Author(s): Rafay Qayyum Originally published on Towards AI. Natural language processing (NLP) is a branch of Artificial Intelligence that deals with giving computers the ability to understand text and spoken words in the same way human beings can.NLP has made significant advancements …
The Anatomy of a Full Large Language Model Langchain Application
Author(s): Mostafa Ibrahim Originally published on Towards AI. A deep dive — data extraction, initializing the model, splitting the data, embeddings, vector databases, modeling, and inference Photo by Simone Hutsch on Unsplash We are seeing a lot of use cases for langchain …
The Role of Product Data Science
Author(s): Lisa Cohen Originally published on Towards AI. Data science organizations help companies leverage data to build better products, improve customer experiences and grow the business. Yet, data scientists can get pulled into many directions. Amongst the endless opportunities that come by …
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