AI/ML Resources

Data Poisoning and Model Collapse: The Coming AI Cataclysm

The presence of AI-generated content will spread like the plague, poisoning search results as well as collapsing AI models.

October 12, 2023

by Jason Bloomberg

· 3,044 Views · 1 Like

Fueling Innovation: Key Tools for Enhancing Generative AI in Data Lake Houses

With the advent of LLMs and Generative AI apps, data is the central part of the entire ecosystem; in this article, we will discuss tools to support AI apps on top of Data Lake Houses.

October 12, 2023

by Karthik Penikalapati

· 6,277 Views · 4 Likes

Comparing LLMs for Chat Applications: LLaMA v2 Chat vs. Vicuna

When should you use LLaMA v2 Chat vs. Vicuna for chat applications? A detailed look at the two LLMs, their pros and cons, and a heuristic for choosing a winner.

October 12, 2023

by mike labs

· 2,635 Views · 2 Likes

Cloud-Native Integration Platforms To Accelerate Business Transformation

This article delves into the pivotal role of cloud-native integration platforms by unlocking their power to expedite business transformation.

October 11, 2023

by Pradeep Kumar Dhoopati

· 6,468 Views · 3 Likes

Setup OpenAI Reverse Proxy With NGINX for ChatGPT

ChatGPT OpenAI reverse proxy with NGINX with step-by-step instructions for seamless integration to applications like Janitor AI or other services.

October 11, 2023

by Pappin Vijak

· 11,258 Views · 1 Like

LLaMA-v2-Chat vs. Alpaca: When Should You Use Each AI Model?

This article answers the questions: When should you use LLaMA-v2-Chat vs. Alpaca? What are the pros and cons of both AI models?

October 11, 2023

by mike labs

· 1,851 Views · 1 Like

Unleashing AI Potential: The Rise of Cloud GPUs

Enter Cloud GPUs, a scalable, cost-efficient, and inclusive solution for the complex computing challenges posed by AI applications.

October 11, 2023

by Rajeev Bera

· 3,485 Views · 1 Like

Generate Music Using Meta’s MusicGen On Colab

Learn how to set up MusicGen on Colab, an advanced text-to-music model that uses artificial intelligence algorithms to generate captivating musical compositions.

October 10, 2023

by Mittal Patel

· 1,878 Views · 1 Like

Apache SeaTunnel, Milvus, and OpenAI Improve Accuracy and Efficiency of Book Title Similarity Search

Using Apache SeaTunnel, Milvus, and OpenAI, we can achieve more accurate book title similarity searches through large language models.

October 10, 2023

by Debra Chen

· 2,804 Views · 1 Like

Building a Slack Chatbot With OpenAI API, NodeJs, and FL0

In this tutorial, we will build a fully functioning Slackbot that can answer our questions about FL0 and its features using OpenAPI API.

October 10, 2023

by Dale Brett

· 1,831 Views · 1 Like

Adding AR Filters to Video Calls Using DeepAR and Dyte

In this article, learn how to build a video calling app with AR filters using Dyte video SDK, DeepAR, and web components UI kit.

October 10, 2023

by Ishita Kabra

· 1,748 Views · 1 Like

AI in Java: Building a ChatGPT Clone With Spring Boot and LangChain

Learn to build a ChatGPT clone with Spring Boot, LangChain, and Hilla in Java. Cover both synchronous chat completions and advanced streaming completion.

October 9, 2023

by Marcus Hellberg

· 21,254 Views · 17 Likes

Understanding Minimal Spanning Trees: An Essential Concept in Graph Theory

In this article, we will delve into the world of MSTs, exploring their significance, properties, and practical applications.

October 9, 2023

by Aditya Bhuyan

· 2,159 Views · 2 Likes

Salesforce Einstein: You Build Your Customer Relationships, AI Helps Maintain Them Automatically

“Customer Relationship Management” (CRM) is essential for fostering organizational success in today's hyper-connected and cutthroat commercial environment.

October 9, 2023

by Nitin Kevadiya

· 1,547 Views · 1 Like

Generative AI in the Crosshairs: CISOs' Battle for Cybersecurity

ChatGPT and large language models (LLM) are the early signs of how generative AI will shape many business processes.

October 9, 2023

by Gaurav Agarwaal

· 2,239 Views · 1 Like

Midjourney V5: The Latest Version of Midjourney

The latest incarnation of Midjourney, known as V5, marks a milestone in the evolution of this art-generating artificial intelligence.

October 7, 2023

by Isaac Alvarez

· 3,129 Views · 1 Like

Bellman-Ford Algorithm: A Pathfinding Algorithm for Weighted Graphs

In this article, we will delve into the intricacies of the Bellman-Ford algorithm, exploring its underlying concepts, implementation details, and practical applications.

October 7, 2023

by Aditya Bhuyan

· 3,343 Views · 2 Likes

Application of Machine Learning Methods To Search for Rail Defects (Part 2)

Explore the application of machine learning methods to find radial cracks of bolted holes of railway rails by ultrasonic flaw pattern.

October 6, 2023

by Aleksei Kaliuzhnyi

· 5,493 Views · 4 Likes

Optimizing Machine Learning Models with DEHB: A Comprehensive Guide Using XGBoost and Python

In this article, we explore Distributed Evolutionary Hyperparameter Tuning (DEHB) and its application to the popular XGBoost machine learning algorithm using Python.

October 6, 2023

by Sai Nikhilesh Kasturi

· 3,162 Views · 1 Like

Improving Sentiment Score Accuracy With FinBERT and Embracing SOLID Principles

In this lab, I've improved market news sentiment analysis accuracy with a popular FinBERT ML algorithm using Python Jupyter Notebook.

October 6, 2023

by David Shilman

· 6,209 Views · 3 Likes

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