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Building Intuition on the Concepts behind LLMs like ChatGPT — Part 1- Neural Networks, Transformers, Pretraining, and Fine Tuning
Author(s): Stephen Bonifacio Originally published on Towards AI. https://twitter.com/Stepanogil/status/1617907019692019714?s=20 I’m sure I’m not the only one, but if it wasn’t too apparent from my tweet back in January, my mind was completely blown away when I first encountered ChatGPT. The experience was …
AI and The Future of College Football
Author(s): Giovanni Malloy Originally published on Towards AI. Here is how AI thinks conference realignment ends The landscape of college athletics has once again shifted thanks to money and football. The SEC struck first, grabbing Texas and Oklahoma, followed by the Big …
Top Important Computer Vision for the Week from 14/8 to 20/8
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research This member-only story is on us. Upgrade to access all of Medium. Computer vision, a field of artificial intelligence that enables machines to interpret and understand the …
LlamaIndex Last Version: From Basics To Advanced Techniques In Python -(Part-3)
Author(s): Tarik Kaoutar (高達烈) Originally published on Towards AI. LLM – LlamaIndex ???? 0.7.9 This member-only story is on us. Upgrade to access all of Medium. This is the third part of a LlamaIndex series. You should read part 2. In Part …
Speed Up Pandas String Manipulations
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. This tutorial focuses on speeding up string manipulations. This member-only story is on us. Upgrade to access all of Medium. I got bored and decided to benchmark string manipulation methods and …
Generative Adversarial Networks (GANs) for Image Augmentation
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Designing customized GANs for image-to-image translation to augment glasses onto faces This member-only story is on us. Upgrade to access all of Medium. Image by Annie Spratt on Unsplash Quick Note: I will …
New Research Aligns Text to Speech Effortlessly | Google
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Overcome Sequence length mismatch without explicitly specifying it. This member-only story is on us. Upgrade to access all of Medium. Training a text-speech (multimodal Model) has its own problems. Given the …
How to Perform Feature Selection with Scikit-Learn
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. How to select important features for your machine learning model This member-only story is on us. Upgrade to access all of Medium. Photo by Timothy Muza on Unsplash Feature selection is choosing the …
A Framework For Efficiently Serving Your Large Language Models
Author(s): Zoumana Keita Originally published on Towards AI. Serve your large language models just like you would using OpenAI API but at no cost This member-only story is on us. Upgrade to access all of Medium. Photo by Austrian National Library on …
Use LangChain to Extract a Dictionary from Text
Author(s): Eugenia Anello Originally published on Towards AI. A deep-dive tutorial that exploits LangChain’s Output parser to store the text of a property listing as key-value pairs This member-only story is on us. Upgrade to access all of Medium. Photo by Sergey …
Using LangChain and ChatGPT to Explain Python Code
Author(s): Eugenia Anello Originally published on Towards AI. A LangChain tutorial for beginners and experts who want to document code This member-only story is on us. Upgrade to access all of Medium. Photo by Unsplash+ on Unsplash Are you tired of trying …
Platypus: Dataset Curation and Adapters for Better Large Language Models
Author(s): Benjamin Marie Originally published on Towards AI. Achieve low-cost state-of-the-art on your target tasks This member-only story is on us. Upgrade to access all of Medium. Image by the Author — Made from Pixabay illustrations (1 and 2) Meta’s Llama 2 …
Real World Temporal Anomaly Detection through Supervised Machine Learning and Set Theory
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Explore Open Data from the City of Seattle Table Of Contents: I. The Problem Statement II. Remodeling time series into a supervised …
Diversity of Variables in Statistics: A Guide for Data Professionals
Author(s): Anmol Tomar Originally published on Towards AI. Quantitative and Qualitative Variables: Unveiling the Dichotomy This member-only story is on us. Upgrade to access all of Medium. Pic Credits: Analytics Vidhya In statistics, understanding the types of data measurements is essential for …
What to Learn in Data Science (2023)
Author(s): James Koh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Beginners, and even existing ML practitioners and data scientists, get lost in the large sea of endless information. There is information overload, …
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