Tools and Techniques I Used for Cleanlab’s Data-centric AI Competition 2023
Author(s): Giorgos Papachristoudis Originally published on Towards AI. I had so much fun participating in Cleanlab’s Data-centric AI (DCAI) competition! You can read the competition announcement here. This event comprised two distinct contests: one focused on text and the other on images. …
Fine Tune GPT Models Using Lit-Parrot by Lightening-AI
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. BYOD Bring Your Own Data! and Let's Train on Your GPU Lit-Parrot is a hackable implementation of state-of-the-art open-source large language models: StabilityAI StableLMEleutherAI PythiaTogether RedPajama-INCITETII UAE Falcon Lit-Parrot has been …
Don’t wait Code Interpreter for ChatGPT! Use this instead!
Author(s): Gencay I. Originally published on Towards AI. Uploading Files to ChatGPT Made Easy Upload File to ChatGPT Without Code Interpreter — Image by Author Are you intrigued by the ability to upload files using Code Interpreter, but it is not available …
Demystifying Overfitting in Time Series
Author(s): Andrea Ianni Originally published on Towards AI. Sevilla FC popularity and Europa League 2023 Image by the author Suppose that the Marketing department of Sevilla FC has defined a brand satisfaction index based on user interactions on social media. This index …
A quick Introduction to Machine Learning. Part-3 (Decision Tree)
Author(s): Abhijith S Babu Originally published on Towards AI. In this article, we can see how a decision tree is a useful machine-learning method. I recommend you to read part-1 and part-2 to have a basic idea about machine learning. Photo by …
How Artificial Intelligence Can Empower the Daily Life of Those with Asperger’s Syndrome.
Author(s): Jason Jones Originally published on Towards AI. Photo by Annie Spratt on Unsplash Living with Asperger’s syndrome can present unique challenges in navigating everyday life. However, the rapid advancement of artificial intelligence (AI) technologies has provided remarkable opportunities for individuals like …
Unveiling Machine Learning: The PiML Toolbox for Enhanced Explainability
Author(s): Himanshu Sharma Originally published on Towards AI. Demystifying Complex Models with Transparency and Interpretability PiML(Source: By Author) Python modules like sklearn, lazy predict, etc., have made it simple to develop a machine-learning model. These libraries may be quickly learned and put …
Navigating the Changing Landscape of AI: Felix Tao’s Journey from Researcher to CEO
Author(s): Louis Bouchard Originally published on Towards AI. From GPT3 to AGI, AI Agents, LLMs and more… Join us for an engaging episode as we delve into the fascinating world of AI with Felix Tao, CEO of Mindverse AI. With years of …
WizardLM: Fully Open-source Automated Instruction Data Generator
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Automate tedious steps of instruction-based training data generation Instruction tuning on open-domain LLMs (LLaMA, MPT, Falcon) has worked fantastically! But manually creating instruction data is really time-consuming and humans are lazy …
Adopting Generative AI: Fueling Innovation and Unlocking Creative Potential
Author(s): Nick Minaie, PhD Originally published on Towards AI. In the ever-changing world of artificial intelligence (AI), generative AI has caught our attention as an innovative technology with exciting potential. It empowers machines to generate fresh and unique content that bears a …
Falcon 40B — Data Powered AI Revolution
Author(s): M. Haseeb Hassan Originally published on Towards AI. Falcon 40B — Data Powered AI Revolution (Source: Image by the author) Falcon-40B is an advanced step in the world of Large Language Models (LLMs). It is a foundational language model that is …
Unleashing the Power of AI/ML in Enterprises — A Battle between Top-Down and Bottom-Up Strategies
Author(s): Nick Minaie, PhD Originally published on Towards AI. Striking the Balance for Successful Adoption and Transformation With a career spanning over two decades in the industry, I have gained extensive experience as a management consultant and data science leader, advising C-suite …
Building a Scalable Data Science Team for Success: From Data to Knowledge
Author(s): Nick Minaie, PhD Originally published on Towards AI. A Data Science Manager’s Guide to Success In today’s data-driven world, organizations recognize the immense value of data science in driving business insights and innovation. To fully leverage the power of data, building …
Unleashing the Power of Feature Stores: How They Can Supercharge Your MLOps
Author(s): Natalia Koupanou Originally published on Towards AI. Discover the Benefits of Feature Stores for Streamlined and Efficient MLOps Edited Photo by Joshua Sortino If you’re interested in Machine Learning Operations (MLOps), you’ve probably heard about feature stores. But what exactly are …
Forget ChatGPT; These AI Tools Are Killing It Right Now
Author(s): Claire D. Costa Originally published on Towards AI. Since ChatGPT made its big debut, it has been in talks which made it quite popular that even Google feared that ChatGPT might take over its existence. ChatGPT has had a great influence …
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