Advanced RAG 02: Unveiling PDF Parsing
Author(s): Florian June Originally published on Towards AI. Including key points, diagrams, and code For RAG, the extraction of information from documents is an inevitable scenario. Ensuring the effectiveness of content extraction from the source is crucial in improving the quality of …
Simplify Your Data Engineering Journey: The Essential PySpark Cheat Sheet for Success!
Author(s): Kamireddy Mahendra Originally published on Towards AI. β It is not important to complete tasks blindly. It is important to complete tasks more efficiently with more effectivenessβ Photo by Markus Winkler on Unsplash Yes, It is important to understand before getting …
Master Essential β Key Statistics Every Aspiring Data Scientist Must Grasp Before Taking the Dive β Part-I
Author(s): Kamireddy Mahendra Originally published on Towards AI. The Most Underestimated thing to excel in any field is to build a strong foundation or fundamentals. keep strengthening fundamentals. Image by Gerd Altmann from Pixabay Before getting into the context of this article, …
H2O.aiβs Danube and The Case for Smaller, More Accessible AI Models
Author(s): Frederik Bussler Originally published on Towards AI. Photo by Agence Olloweb on Unsplash AI models have grown massively in size in recent years, with models like GPT-3 containing over 175 billion parameters (and an estimated 1 trillion in GPT-4). However, these …
![[Code Llama 70B🦙] It is One Step Away From Surpassing GPT-4](https://i0.wp.com/miro.medium.com/v2/resize:fit:700/1*VbCCJPI8eYdUVUmq24b8MQ.png?w=700&resize=700,394&ssl=1 "[Code Llama 70B🦙] It is One Step Away From Surpassing GPT-4")
[Code Llama 70B🦙] It is One Step Away From Surpassing GPT-4
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. When one thinks about the development of artificial intelligence models, the two names that initially come to mind are OpenAI and, perhaps, Google. However, they are not the only ones. In this Post, …
How to Detect the Trend in the Time Series Data and Detrend in Python
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Photo by Polly Alexandra on Unsplash Before choosing any time series forecasting model, it is very important to detect the trend, seasonality, or cycle in the data. Half the job is to understand …
Learn AI Together β Towards AI Community Newsletter #10
Author(s): Towards AI Editorial Team Originally published on Towards AI. This week, I had a fantastic discussion with Mariam Brian, an amazing artist and CEO of Holo Art. This episode is perfect for those curious about how AI is not just a …
Neural Network from Scratch
Author(s): Abhishek Chaudhary Originally published on Towards AI. Many of us have a functional understanding of neural networks and how they work. Iβve even studied this particular term multiple times, and every time, I convince myself that I know what Iβm talking …
Productionizing Generative AI Applications
Author(s): Marie Stephen Leo Originally published on Towards AI. 5 Practical, Beginner-Friendly Tips to Transform Your Generative AI Projects!Image generated by Author using Dall E 3 with manual edits for text Over the past year, Iβve been building and scaling customer-facing GenAI …
Dark Data: Opportunity or Threat
Author(s): Adam Ross Nelson Originally published on Towards AI. A visual analysis of the dark data phenomena Organizations suffer from what is often known as the dark data problem. This article reframes the issue as an opportunity: the dark data opportunity. Dark …
What Are Dimensions in Machine Learning?
Author(s): Max Charney Originally published on Towards AI. Source: https://www.reddit.com/r/machinelearningmemes/comments/taelzq/ml_scientists_when_their_excel_spreadsheet_has_4/ Introduction When I first started reading papers involving deep learning, I often encountered discussions about high-dimensions (feature spaces) and models such as SqueezeNet. Iβm pretty sure data canβt be captured in the …
Ethics, AI, and Art
Author(s): Louis-FranΓ§ois Bouchard Originally published on Towards AI. Stella Sky in AI Art and Business Great for beginners, bad for prompt engineers?Β·3 min readΒ·3 days ago 127 1 … Read the full blog for free on Medium. Join thousands of data leaders …
How To Fine-Tune The CRAFT Text Detection Model In EasyOCR
Author(s): Eivind Kjosbakken Originally published on Towards AI. The CRAFT model (Character-Region Awareness For Text detection) model in EasyOCR is used to detect bounding boxes of text inside an image. These bounding boxes are then sent to the text recognizer module of …
Pragmatic GPT-4 Prompting: Nifty No-Code Maps and Reports for Noobs
Author(s): John Loewen, PhD Originally published on Towards AI. GPT-4 no-code prompting for rapid data visualization reporting As a computer science professor of 20+ years, I have oodles of experience in coding Python for data visualizations. Until recently, the generation of beautiful …
Neuralinkβs BCI Gets Implanted Into Its First Human!
Author(s): Yakshith Kommineni Originally published on Towards AI. Elon Muskβs Neuralink has implanted a brain chip in a human for the first time U+007C Mashable After a long wait, Elon Muskβs company, Neuralink had its first BCI implantation in a human yesterday. …
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