ODSC - Open Data Science

DECEMBER 21, 2023

RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application? 7 Data Science & AI Trends That Will Define 2024 2023 was a huge year for artificial intelligence, and 2024 will be even bigger. Give the gift of new, job-ready skills with hands-on instruction at ODSC East 2023. Register here!

LLM 98

LLM Prompt Engineer Prompt Engineering Data Science 98

ODSC - Open Data Science

FEBRUARY 8, 2024

A Beginner’s Guide to Build Your Own LLM-Based Solutions With the KNIME AI Extension In this blog, learn how you can build your own LLM-based solutions using KNIME, a low-code/no-code analytics platform. Register now for 50% off! People of all skill levels attend, and we love it that way.

Large Language Models 52

Large Language Models LLM Data Science Python 52

ODSC - Open Data Science

OCTOBER 19, 2023

Trending AI GitHub Repos: Week of October 9, 2023 This week’s trending GitHub AI repos have been highlighted by tools that streamline LLMs, integrate GPT models, and store data. Data Science & AI News CEOs Across Industries View AI as a “Top Investment Priority” Moving Forward A new survey states that over 72% of U.S.

Large Language Models 97

Large Language Models Data Science Data Scientist Artificial Intelligence 97

Towards AI

DECEMBER 28, 2023

Last Updated on December 30, 2023 by Editorial Team Author(s): Sudhanshu Sharma Originally published on Towards AI. GenAI I serve as the Principal Data Scientist at a prominent healthcare firm, where I lead a small team dedicated to addressing patient needs. Expand your skillset by… courses.analyticsvidhya.com 2.

Large Language Models 109

Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 109

ODSC - Open Data Science

JUNE 15, 2023

Why Data Security is Critical to Creating Effective AI Programs Traditional data security approaches fail to account for malicious attacks targeting AI initiatives. In no particular order, here are 3 reasons why data security is critical to building effective AI programs.

Data Scientist 52

Data Scientist Neural Network Data Science Generative AI 52

ODSC - Open Data Science

FEBRUARY 17, 2023

Many Models Batch Training at Scale with Ray Core In this blog, we demonstrate how to conduct batch training on the NYC Taxi Dataset using only Ray Core and stateless Ray tasks. Revolution of AI: Will ChatGPT Replace Search Engines in 2023? The new tool is designed to help teachers and professors to identify content written by AI.

ML 52

ML ChatGPT Data Science Machine Learning 52

ODSC - Open Data Science

OCTOBER 26, 2023

10 Essential LLMs Topics to Know, LLMOps and MLOps, and Trending Open-Source Data Visualization Tools 10 Essential Topics to Master LLMs and Generative AI In this blog, we’ll explore ten key aspects of building generative AI applications, including large language model basics, fine-tuning, and core NLP competencies.

Large Language Models 52

Large Language Models Data Science Generative AI NLP 52

ODSC - Open Data Science

APRIL 20, 2023

Data Integrity: The Foundation for Trustworthy AI/ML Outcomes and Confident Business Decisions Let’s explore the elements of data integrity, and why they matter for AI/ML. Six Core Competencies Data Scientists Need to Succeed in Their Careers Data scientists need to know more than just algorithms to succeed. Here’s how.

Deep Learning 52

Deep Learning Data Integration Large Language Models Data Scientist 52

IBM Journey to AI blog

MAY 26, 2023

Cloud is transforming the way life sciences organizations are doing business. Leading life science companies are leveraging cloud for innovation around operational, revenue and business models. In 2017, 94% of hospitals used electronic clinical data from their EHR.

Automation 199

Automation Machine Learning Artificial Intelligence Artificial Intelligence 199

Pickl AI

JANUARY 31, 2023

Being part of Data Science, the implementation of these technologies requires expert guidance and monitoring. As a result, Data Scientists are constantly in demand in the market, many are transitioning their careers in the same field. The blog will answer your question. Data Science Job Guarantee Program by Pickl.AI

Data Science 52

Data Science Neural Network Data Scientist Machine Learning 52

ODSC - Open Data Science

JUNE 29, 2023

Debugging Object Detection Models, 8 Trending LLMs, New AI Tools, and Generative AI as a Must-Have Skill Debug Object Detection Models with the Responsible AI Dashboard This blog will focus on the Azure Machine Learning Responsible AI Dashboard’s new vision insights capabilities, supporting debugging capabilities for object detection models.

Generative AI 52

Generative AI AI Tools Large Language Models Responsible AI 52

ODSC - Open Data Science

MAY 4, 2023

Training 175B Parameter Language Models at 1000 GPU Scale with Alpa and Ray This blog post presents how two open-source frameworks, Alpa and Ray, closely integrate to achieve the scale to train a 175B parameters OPT-175B model (equivalent to GPT-3) with pipeline parallelism up to 1024 A100 GPUs in collaboration with Nvidia.

Large Language Models 52

Large Language Models Deep Learning Natural Language Processing Artificial Intelligence 52

Heartbeat

DECEMBER 22, 2023

Other agents are often optimized for using tools to figure out the best response, which could be better in a conversational setting where you may want the agent to be able to chat with the user as well. Want to learn how to build modern software with LLMs using the newest tools and techniques in the field?

LLM 52

LLM Data Scientist Data Science Deep Learning 52

AWS Machine Learning Blog

MARCH 6, 2024

Because of this, many life science researchers need to answer questions about proteins faster, cheaper, and more accurately. Various cancers Data source: Urquhart, L. Various cancers Data source: Urquhart, L. Nature Reviews Drug Discovery 22, 260–260 (2023). COVID-19 Spikevax Moderna $21.8 COVID-19 Humira AbbVie $21.6

Neural Network 93

Neural Network Large Language Models Machine Learning ML 93

Heartbeat

AUGUST 10, 2023

Photo by Milad Fakurian on Unsplash Introduction With advanced models like Generative Pre-trained Transformer 3 (GPT-3), which provides human-like responses to user queries, AI is progressing toward generative tools to create realistic content, including text, videos, images, and audio. Comet’s experiment tracking.

Generative AI 52

Generative AI AI Modeling Neural Network Large Language Models 52

Towards AI

AUGUST 11, 2023

Last Updated on August 12, 2023 by Editorial Team Author(s): Data Science meets Cyber Security Originally published on Towards AI. So, have any of you heard of synthetic data? Synthetic data is data that is not genuine but is manufactured by algorithms when actual data is unavailable.

Neural Network 91

Neural Network Deep Learning Artificial Intelligence Artificial Intelligence 91

Heartbeat

DECEMBER 8, 2023

A Guide to Enhancing AI with Strategic Decision-Making and Tool Integration Photo by julien Tromeur on Unsplash Agents in LangChain Agents in LangChain are systems that use a language model to interact with other tools. An agent uses a language model to interact with other tools or environments. What are tools and toolkits?

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Deep Learning LLM 52

Allen AI

MAY 16, 2023

EarthRanger , a zero-revenue product of AI2, is a real-time data visualization and analysis software that gives conservationists the information they require to keep wildlife, habitats, and communities safe. Students at Arribada Club’s new location in Cape Verde learn about computer science. Photo courtesy Arribada Club.

Data Analysis 52

Data Analysis Artificial Intelligence Artificial Intelligence AI 52

Towards AI

FEBRUARY 16, 2023

Last Updated on February 23, 2023 by Editorial Team Author(s): Fares Sayah Originally published on Towards AI. However, it is important to note that just because you are using this tool does not guarantee accurate results. Improper use of the library can lead to incorrect conclusions, missed data, or misleading calculations.

Data Analysis 52

Data Analysis Data Science AI AI 52

Dlabs.ai

MAY 17, 2021

When you work in artificial intelligence, you must constantly refresh your knowledge and use the latest AI tools to avoid slipping behind the field. These brilliant AI blogs are well worth your attention. 17 AI Blogs and Websites to Read 1. Analytics Vidhya (Developers) Analytics Vidhya is the blog for data scientists.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI Tools Machine Learning 52

Robot Writers AI

JULY 9, 2023

ChatGPT can also run on the older GPT-3.5 — users can make that switch by simply clicking on a link within the tool that instantly installs GPT-3.5 ChatGPT Plus users — subscribers who pay $20/month for advanced use of the tool — already enjoy limited access to the GPT-4 autowriting engine. But GPT-3.5

ChatGPT 52

ChatGPT AI AI OpenAI 52

The MLOps Blog

JANUARY 23, 2023

Data versioning control is an important concept in machine learning, as it allows for the tracking and management of changes to data over time. As data is the foundation of any machine learning project, it is essential to have a system in place for tracking and managing changes to data over time.

ML 52

ML Machine Learning Metadata Data Scientist 52

Bugra Akyildiz

JANUARY 2, 2024

Google’s ML Research 2023 Coverage An update to Bard, which enabled multilingual capabilities. Meta’s 10 interesting AI Research advancements in 2023 Segment Anything (SAM) A step toward the first foundation model for image segmentation. More details are in here. However, real-world multimodal datasets (e.g.

Robotics 52

Robotics Computer Vision Algorithm Neural Network 52

AWS Machine Learning Blog

MAY 7, 2024

Large language models (LLMs) have unlocked new possibilities for extracting information from unstructured text data. What makes LLMs so transformative, however, is their ability to achieve state-of-the-art results on these common tasks with minimal data and simple prompting, and their ability to multitask.

Prompt Engineer 92

Prompt Engineer Prompt Engineering Large Language Models LLM 92

PyImageSearch

AUGUST 14, 2023

Figure 2: Product graph representing co-purchase and co-view relationships between products (source: Amazon Science ). Figure 3: Using GNNs for related-product recommendations (source: Amazon Science ). Algorithm 1: Generating product source and graph embeddings using the GNN approach (source: Amazon Science ).

Computer Vision 98

Computer Vision Deep Learning Algorithm Neural Network 98

Mlearning.ai

JULY 20, 2023

In this three-part blog series, we delve into the basics of probability and conditional probability, using the engaging context of cycling and supplemented by dynamic Python simulations. For instance, suppose we want to estimate the likelihood of rain in Toronto on June 27th, 2023. Filters out the specific Toronto weather station data.

Python 52

Python Algorithm Machine Learning Data Scientist 52

AWS Machine Learning Blog

AUGUST 16, 2023

This is where MLOps tooling comes in. MLOps tooling helps you repeatably and reliably build and simplify these processes into a workflow that is tailored for ML. Therefore, it’s important to have the infrastructure in place to track, train, deploy, and monitor models with varying complexities at scale.

Metadata 72

Metadata Data Scientist ML Python 72

PyImageSearch

JULY 3, 2023

In this blog post, we will dive deeper into the Netflix movies and series recommendation systems ( Figure 1 ). Whenever you watch something on Netflix, the system collects various kinds of data, which is then consumed by these algorithms to update recommendations on your profile home page the very next day.

Computer Vision 52

Computer Vision Deep Learning Algorithm Metadata 52

Allen AI

AUGUST 18, 2023

Today, we release our first data artifact in this project —  Dolma ¹, a dataset of 3 trillion tokens from a diverse mix of web content, academic publications, code, books, and encyclopedic materials. For more details, we also release a data sheet (Gebru et al, 2018) as initial documentation. Where should data come from?

Auto-complete 98

Auto-complete Large Language Models NLP Explainability 98

Snorkel AI

MARCH 1, 2023

Foundation models are large AI models trained on enormous quantities of unlabeled data—usually through self-supervised learning. Data scientists can build upon generalized FMs and fine-tune custom versions with domain-specific or task-specific training data. What are they and how will they impact your business?

BERT 83

BERT Natural Language Processing Large Language Models Neural Network 83

PyImageSearch

MAY 29, 2023

Furthermore, we look closer at the Apples2Oranges Dataset and discuss dataset preprocessing techniques, allowing us to process our input data and build our end-to-end image translation model. Notice that the dataset consists of approximately equal numbers of apple and orange data samples. file), and the data preprocess procedure (i.e.,

Computer Vision 56

Computer Vision Deep Learning Artificial Intelligence Artificial Intelligence 56

Google Research AI blog

JUNE 23, 2023

Posted by Ramki Gummadi, Software Engineer, Google and Kevin Chen, Software Engineer, YouTube Caching is a ubiquitous idea in computer science that significantly improves the performance of storage and retrieval systems by storing a subset of popular items closer to the client based on request patterns.

Automation 79

Automation Neural Network Software Engineer Metadata 79

deepsense.ai

NOVEMBER 14, 2023

analyze its intricate relationship with GPU inequality [4] and address how the ‘GPU-rich’ (a handful of firms with thousands of the strongest GPUs, as well as resources like data, engineers, and labelers) approach the problem of GenAI evaluation, in contrast to the harsh realities of the ‘GPU-poor’ (everyone else, really).

Generative AI 83

Generative AI ML Prompt Engineer Prompt Engineering 83

PyImageSearch

SEPTEMBER 11, 2023

This affects the practical usability of these models since it is not always possible or feasible to have access to or collect large amounts of data for every task at hand. In computer vision, the recent foundational models mainly rely on utilizing large scale web-data and aligning image and text pairs to train strong representation models.

Computer Vision 117

Computer Vision AI AI Prompt Engineer 117

Allen AI

NOVEMBER 2, 2023

EarthRanger Names Mount Kenya Trust and Conservation X Labs as 2023 Conservation Technology Award Winners The two organizations will each receive a $15,000 grant to further their missions and celebrate the impact they are already making. The pilot JRP program was a huge success, reaching over 1,110 students from 12 schools.

AI Tools 52

AI Tools AI AI AI Modeling 52

ODSC - Open Data Science

MARCH 17, 2023

How can you use AI and open-source tools to tell new stories and gain new insights about the world? How Does Automated Penetration Testing Prevent the Theft of Important Data? ODSC East’s limited discount might be gone, but you can still save 40% on the leading data science training conference. Register now for 40% off.

Deep Learning 52

Deep Learning OpenAI Automation NLP 52

AWS Machine Learning Blog

SEPTEMBER 7, 2023

Prerequisites To simplify reproducing the entire stack from this post, we use a container that has all the required tooling (aws cli, eksctl, helm, etc.) The result is as follows: root@e5ecb162812f:/eks# You now have a shell in a container environment that has all the tools needed to complete the tasks below. already installed.

Metadata 88

Metadata Machine Learning ML Deep Learning 88