ODSC - Open Data Science

MARCH 11, 2024

Introducing the Topic Tracks for ODSC East 2024 — Highlighting Gen AI, LLMs, and Responsible AI ODSC East 2024 , coming up this April 23rd to 25th, is fast approaching and this year we will have even more tracks comprising hands-on training sessions, expert-led workshops, and talks from data science innovators and practitioners.

Responsible AI 52

Responsible AI Deep Learning Data Science Machine Learning 52

John Snow Labs

NOVEMBER 6, 2023

Machine Learning (ML) has seen exponential growth in recent years. Enter MLFlow and LangTest: two tools that, when combined, create a revolutionary approach to ML development. On the other hand, LangTest has emerged as a transformative force in the realm of Natural Language Processing (NLP) and Large Language Model (LLM) evaluation.

ML 52

ML Natural Language Processing BERT Large Language Models 52

ODSC - Open Data Science

SEPTEMBER 28, 2023

5 Must-Have Skills to Get Into Prompt Engineering From having a profound understanding of AI models to creative problem-solving, here are 5 must-have skills for any aspiring prompt engineer. The Implications of Scaling Airflow Wondering why you’re spending days just deploying code and ML models?

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Scientist 52

TheSequence

JANUARY 14, 2024

Created Using DALL-E Next Week in The Sequence: Edge 361: Our current series about LLM reasoning explores the tree-of-thought method including its original paper. We also dive into LangChain’s LangSmith tool for LLM debugging and evaluation. B LLM pretrained on one trillion tokens.

Generative AI 105

Generative AI LLM AI AI 105

John Snow Labs

OCTOBER 2, 2023

Moreover, LangTest extends its capabilities beyond just frameworks, offering compatibility with numerous LLM sources like OpenAI and AI21, enabling users to harness the power of diverse language models in their NLP pipelines.

Responsible AI 52

Responsible AI Automation NLP Natural Language Processing 52

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. Understanding and addressing LLM vulnerabilities, threats, and risks during the design and architecture phases helps teams focus on maximizing the economic and productivity benefits generative AI can bring.

Generative AI 122

Generative AI LLM ML AI 122

Unite.AI

JULY 11, 2023

Introduction To Generative AI Image Source Course difficulty: Beginner-level Completion time: ~ 45 minutes Prerequisites: No What will AI enthusiasts learn? What is Generative Artificial Intelligence, how it works, what its applications are, and how it differs from standard machine learning (ML) techniques.

Generative AI 189

Generative AI BERT Natural Language Processing Large Language Models 189

ODSC - Open Data Science

JANUARY 10, 2024

Andre Franca | CTO | connectedFlow Explore the world of Causal AI for data science practitioners, with a focus on understanding cause-and-effect relationships within data to drive optimal decisions. Takeaways include: The dangers of using post-hoc explainability methods as tools for decision-making, and where traditional ML falls short.

Large Language Models 52

Large Language Models LLM Deep Learning ML 52

Flipboard

AUGUST 6, 2023

The tool connects Jupyter with large language models (LLMs) from various providers, including AI21, Anthropic, AWS, Cohere, and OpenAI, supported by LangChain. Designed with responsible AI and data privacy in mind, Jupyter AI empowers users to choose their preferred LLM, embedding model, and vector database to suit their specific needs.

Artificial Intelligence 113

Artificial Intelligence Artificial Intelligence Metadata Large Language Models 113

Marktechpost

DECEMBER 24, 2023

This paper (from a team of researchers from the University of Massachusetts Amherst, Columbia University, Google, Stanford University, and New York University) is a significant contribution to the ongoing discourse surrounding LLM safety, as it meticulously explores the intricate dynamics of these models during the finetuning process.

Machine Learning 112

Machine Learning Large Language Models Algorithm LLM 112

Marktechpost

DECEMBER 12, 2023

They propose distinct guidelines for labeling LLM output (responses from the AI model) and human requests (input to the LLM). Thus, the semantic difference between the user and agent responsibilities can be captured by Llama Guard. Tools to evaluate the prevalence of insecure code proposals.

Generative AI 103

Generative AI AI Modeling Large Language Models LLM 103

AWS Machine Learning Blog

APRIL 18, 2024

Slack customers can now search smarter, summarize conversations instantly, and be at their most productive.” – Jackie Rocca, VP Product, AI at Slack Foundation models in SageMaker JumpStart SageMaker JumpStart is a machine learning (ML) hub that can help accelerate your ML journey.

Generative AI 99

Generative AI ML AI AI 99

ODSC - Open Data Science

FEBRUARY 6, 2024

Stay at the forefront of increasingly ubiquitous technology with the leading AI training conference, ODSC East this April 23rd-25th in Boston. Check out some of the LLM-focused training sessions, workshops, and talks you’ll find at the conference. Large Language Models are everywhere these days.

Large Language Models 52

Large Language Models LLM Big Data NLP 52

IBM Journey to AI blog

OCTOBER 16, 2023

An AI governance framework ensures the ethical, responsible and transparent use of AI and machine learning (ML). It encompasses risk management and regulatory compliance and guides how AI is managed within an organization. Generative AI chatbots have been known to insult customers and make up facts.

Metadata 193

Metadata Explainability Automation AI 193

Heartbeat

FEBRUARY 29, 2024

After closely observing the software engineering landscape for 23 years and engaging in recent conversations with colleagues, I can’t help but feel that a specialized Large Language Model (LLM) is poised to power the following programming language revolution. The LLM Ecosystem The impact of LLMs extends beyond mere code generation.

Software Engineer 52

Software Engineer Software Development LLM Large Language Models 52

Towards AI

AUGUST 22, 2023

Last Updated on August 23, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Hottest News Meta’s Next Big Open Source AI Dump Will Reportedly Be a Code-Generating Bot Meta’s next AI release will reportedly be a coding machine.

LLM 84

LLM AI AI OpenAI 84

AWS Machine Learning Blog

APRIL 29, 2024

Trainium is the second-generation machine learning (ML) accelerator that AWS purpose built to help developers access high-performance model training accelerators to help lower training costs by up to 50% over comparable Amazon Elastic Compute Cloud (Amazon EC2) instances. Malikeh Ehghaghi is an Applied NLP Research Engineer at Arcee.

Large Language Models 101

Large Language Models NLP Machine Learning Artificial Intelligence 101

ODSC - Open Data Science

FEBRUARY 8, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI.

Large Language Models 52

Large Language Models Big Data Deep Learning Data Science 52

Unite.AI

JANUARY 1, 2024

Generative AI accelerates business process management by automating complex tasks, promoting innovation, and reducing manual workload. For example, in data analysis, models like Google's BigQuery ML accelerate the process of extracting insights from large datasets.

Generative AI 223

Generative AI AI AI Large Language Models 223

Towards AI

APRIL 1, 2023

Last Updated on April 1, 2023 by Editorial Team Author(s): Mary Reagan PhD Originally published on Towards AI. Part 2: Responsible AI Recommendations for ML Practitioners and Policy Makers By Mary Reagan and Krishnaram Kenthapadi This is a follow-up to my part 1 on ChatGPT.

Generative AI 52

Generative AI Responsible AI Large Language Models Chatbots 52

Google Research AI blog

FEBRUARY 23, 2023

Commensurate with our mission to demonstrate these societal benefits , Google Research’s programs in applied machine learning (ML) have helped place Alphabet among the top five most impactful corporate research institutions in the health and life sciences publications on the Nature Impact Index in every year from 2019 through 2022.

Convolutional Neural Networks 104

Convolutional Neural Networks ML Neural Network Deep Learning 104

Marktechpost

JULY 4, 2023

For the unaware, ChatGPT is a large language model (LLM) trained by OpenAI to respond to different questions and generate information on an extensive range of topics. Avoiding accidental consequences: AI systems trained on poorly designed prompts can lead to consequences.

Prompt Engineer 113

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 113

ODSC - Open Data Science

AUGUST 11, 2023

EVENT — ODSC APAC 2023 Virtual Conference: August 22–23rd, 2023 Join us for a deep dive into the latest data science and AI trends, tools and techniques: from LLMs to data analytics and from machine learning to responsible AI.

Data Scientist 98

Data Scientist Data Science Machine Learning Prompt Engineer 98

Heartbeat

NOVEMBER 23, 2023

Enhancing Trustworthiness and Accountability through ConstitutionalChain in LangChain Photo by Joshua Woods on Unsplash Introduction Building LLM-driven technologies is not just about creating systems that can understand and respond to user queries. Initial response: Create a distraction by setting off a small explosion in a nearby alley.

LLM 52

LLM Data Scientist OpenAI AI Tools 52

ODSC - Open Data Science

SEPTEMBER 19, 2023

Now 2 days (October 31st — November 1st), expert speakers from industry, academia, and government will discuss how to navigate the implementation and adoption of AI for organizations. Ethics and Governance Discover the tools and knowledge you need to chart a course for responsible AI.

Data Science 52

Data Science Automation Data Scientist Generative AI 52

ODSC - Open Data Science

JANUARY 29, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. This enhances the context awareness and factual accuracy of LLM outputs.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Science 52

ODSC - Open Data Science

MARCH 3, 2023

Open Source Data Exploration Tools You Need to Know, GitHub Codespaces and Copilot, and Meta’s New LLM 11 Open Source Data Exploration Tools You Need to Know in 2023 In this article, we’re going to cover 11 data exploration tools that are specifically designed for exploration and analysis.

Data Scientist 52

Data Scientist Machine Learning Large Language Models Responsible AI 52

AWS Machine Learning Blog

NOVEMBER 22, 2023

Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level. And although our track focuses on generative AI, many other tracks have related sessions.

ML 110

ML Generative AI Prompt Engineer Prompt Engineering 110

ODSC - Open Data Science

APRIL 3, 2024

Session: Trust, Transparency & Secured Generative AI Anna Goldie Senior Staff Research Scientist at Google DeepMind Anna Goldie is a Senior Staff Research Scientist at Google DeepMind, where she works on Large Language Model (LLM) research in Gemini & Bard.

Large Language Models 52

Large Language Models Data Science Generative AI AI Researcher 52

John Snow Labs

SEPTEMBER 26, 2023

to be precise) of data scientists and engineers plan to deploy Large Language Model (LLM) applications into production in the next 12 months or “as soon as possible.” of data science teams have implemented LLM applications currently in use by their own or client companies. According to the data collected by Forbes , over a half (53.3%

NLP 52

NLP Large Language Models LLM Data Scientist 52

Google Research AI blog

MAY 18, 2023

It’s a mission that is particularly timely given the emergence of generative AI and chatbots. Our inspiration this year is "changing the way people think about what THEY can do with AI.” For example, we recently published new AI Explorables on the topics of model confidence and unintended biases.

Responsible AI 65

Responsible AI AI AI ML 65

AWS Machine Learning Blog

OCTOBER 17, 2023

In this post, we describe how Amazon Pharmacy implemented its customer care agent assistant chatbot solution using AWS AI products, including foundation models in Amazon SageMaker JumpStart to accelerate its development. Agents use a separate internal customer care UI to ask questions to the LLM-based Q&A chatbot (Step 2).

LLM 107

LLM Chatbots Explainability Generative AI 107

Google Research AI blog

FEBRUARY 14, 2023

For this approach to work, one needs to have both an LLM that can predict the sequence of steps to complete long horizon tasks and an affordance model representing the skills a robot can actually do in a given situation. Top Google Research, 2022 & beyond This was the sixth blog post in the “Google Research, 2022 & Beyond” series.

Robotics 139

Robotics LLM Algorithm Computer Vision 139

Snorkel AI

JUNE 7, 2023

LLMOps: Making LLM Applications Production-Grade Matei Zaharia, co-founder and chief technologist at Databricks , discussed techniques for transforming large language models into reliable, production-grade applications. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

Snorkel AI

JUNE 7, 2023

LLMOps: Making LLM Applications Production-Grade Matei Zaharia, co-founder and chief technologist at Databricks , discussed techniques for transforming large language models into reliable, production-grade applications. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

ODSC - Open Data Science

OCTOBER 5, 2023

Join the ODSC AI Startup Showcase! Video of the Week: Evolving Trends in Prompt Engineering for LLMs with Built-in Responsible AI Practices The advent of LLMs like GPT, Llama, and PaLM has revolutionized AI, offering unique capabilities in enterprise search, summarization, conversational bots, and more.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Artificial Intelligence 52

AWS Machine Learning Blog

MAY 14, 2024

An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF). RLHF is a technique that combines rewards and comparisons, with human feedback to pre-train or fine-tune a machine learning (ML) model. A second real-time human workflow is initiated as decided by the LLM.

Generative AI 86

Generative AI LLM Chatbots Machine Learning 86