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. 9 Open Source LLMs and Agents to Watch These are some interesting and new LLMs and LLM agents that we are following and that you should be too.

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IBM Journey to AI blog

FEBRUARY 2, 2024

This year, the business challenge facing the GRAMMYs paralleled those of other iconic cultural sports and entertainment events: in today’s highly fragmented media landscape, creating cultural impact means driving captivating content across multiple digital channels. The solution: AI Stories with IBM watsonx.

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John Snow Labs

SEPTEMBER 5, 2023

Topics Covered Include Large Language Models, Semantic Search, ChatBots, Responsible AI, and the Real-World Projects that Put Them to Work John Snow Labs , the healthcare AI and NLP company and developer of the Spark NLP library, today announced the agenda for its annual NLP Summit, taking place virtually October 3-5.

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AWS Machine Learning Blog

MAY 14, 2024

A second real-time human workflow is initiated as decided by the LLM. We use a simple notification workflow in this post, but you can use any real-time human workflow to take over the AI-human conversation. We also use the same LLM to respond to this internal sentiment prompt check for simplicity.

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ODSC - Open Data Science

JANUARY 31, 2024

The fact is that these AI powerhouses can generate text, translate languages, write different kinds of creative content, and even answer your questions in an informative way. But, now that you have the makings of an LLM or even a model, how will your team turn your model into an AI beast that can enhance your company’s productivity?

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ODSC - Open Data Science

OCTOBER 26, 2023

With the rapid advance of AI across industries, responsible AI has become a hot topic for decision-makers and data scientists alike. But with the advent of easy-to-access generative AI, it’s now more important than ever. There are several reasons why responsible AI is critical as the technology continues to advance.

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AWS Machine Learning Blog

MARCH 14, 2024

We formulated a text-to-SQL approach where by a user’s natural language query is converted to a SQL statement using an LLM. This data is again provided to an LLM, which is asked to answer the user’s query given the data. The relevant information is then provided to the LLM for final response generation.

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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.

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ODSC - Open Data Science

MARCH 8, 2024

Ensuring LLM security and integrity is paramount as these models scale in multiple industries. Developed by the AI Red Team, PyRIT is a library for researchers and engineers that focuses on safeguarding their LLM endpoints. You can also get data science training on-demand wherever you are with our Ai+ Training platform.

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ODSC - Open Data Science

JANUARY 10, 2024

Learn more about our first-announced sessions coming to the event this April 23rd-25th below. Causal AI: from Data to Action Dr. 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.

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Towards AI

NOVEMBER 16, 2023

-Louis Bouchard, Towards AI Co-founder & Head of Community What’s AI Weekly In this week’s What’s AI Podcast episode, Louis Bouchard interviewed Paige Bailey, Lead product manager at Google DeepMind and previously working at Microsoft GitHub building Copilot. Join the live this Sunday (in just 3 days)!

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ODSC - Open Data Science

FEBRUARY 16, 2024

Companies can create dynamic knowledge bases and tailor responses based on context, improving customer satisfaction and saving valuable time. You can also get data science training on-demand wherever you are with our Ai+ Training platform. Interested in attending an ODSC event? Learn more about our upcoming events here.

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ODSC - Open Data Science

FEBRUARY 8, 2024

You’ll explore the breadth of capabilities of state-of-the-art LLMs like GPT-4 can deliver through hands-on code demos that leverage the Hugging Face and PyTorch Lightning Python libraries. By the end of the tutorial, you’ll have a basic familiarity with how to use the latest tools for LLM development.

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ODSC - Open Data Science

DECEMBER 18, 2023

Generative AI became the thing, hiring and firing was all over the place, “data scientist” isn’t the sexiest job anymore (who even knows what it is now?), and responsible AI is now at the front of everyone’s mind. What I didn’t predict was how huge AI would be this year. It’ll be good, and I will be there as well.

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ODSC - Open Data Science

OCTOBER 3, 2023

While AI continues to scale across industries at a rapid pace, questions of ethical and societal importance must be communicated via prompt engineers which is important when it comes to responsible AI usage. You can also get data science training on-demand wherever you are with our Ai+ Training platform.

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ODSC - Open Data Science

FEBRUARY 29, 2024

If you’re curious, here are eight AI research labs that are leading the way in AI research that you’d want to keep an eye on. From responsible AI to protein discovery and more, The MIT Media Lab aims to drive AI research to create a “transformative future” while working toward the social good.

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ODSC - Open Data Science

FEBRUARY 5, 2024

This surge is largely due to enhanced support for ONNX models and significant improvements in text embedding calculation, essential for retrieval augmented generation LLM solutions. The NLP Lab platform, a no-code solution for AI model training and publishing, has seen a fivefold increase in usage.

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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.

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ODSC - Open Data Science

MARCH 12, 2024

In this article, we’ll take a look at how the AI hardware game has changed, what new demands have arisen, and where the industry is moving toward. REGISTER NOW The Surge in Energy Demand for AI Chips If you’re outside of the programming aspect of AI, you are likely to realize how power-hungry these programs can get.

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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.

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ODSC - Open Data Science

FEBRUARY 15, 2024

In this blog post, we will explore ten valuable datasets that can assist you in fine-tuning or training your LLM. Fine-tuning a pre-trained LLM allows you to customize the model’s behavior and adapt it to your specific requirements. Each dataset offers unique features and can enhance your model’s performance. Why Fine-Tune a Model?

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ODSC - Open Data Science

SEPTEMBER 19, 2023

AI Strategy Attend sessions on harnessing AI’s potential to drive business growth, developing data-driven plans for smarter decisions, enhanced customer experiences, and operational efficiency with the goal of achieving a competitive advantage. Interested in attending an ODSC event? Learn more about our upcoming events here.

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AWS Machine Learning Blog

MARCH 15, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

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ODSC - Open Data Science

DECEMBER 1, 2023

Work with Generative Artificial Intelligence (AI) Models in Azure Machine Learning The purpose of this course is to give you hands-on practice with Generative AI models. First you’ll delve into the history of NLP, with a focus on how Transformer architecture contributed to the creation of large language models (LLMs).

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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.

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ODSC - Open Data Science

SEPTEMBER 20, 2023

Monday’s sessions will cover a wide range of topics, from Generative AI and LLMs to MLOps and Data Visualization. Tuesday is the first day of the AI Expo and Demo Hall , where you can connect with our conference partners and check out the latest developments and research from leading tech companies. What’s next?

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Towards AI

NOVEMBER 14, 2023

So, we think it is essential to see detailed studies on AI adoption across industries so we can start to plan for both the positive and negative impacts of this technology. Clearly, in some areas, LLM adoption is already significantly impacting employees, both negatively (wage reduction) and positively (productivity and quality improvement).

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ODSC - Open Data Science

JANUARY 29, 2024

Using skills such as statistical analysis and data visualization techniques, prompt engineers can assess the effectiveness of different prompts and understand patterns in the responses. This skill focuses on minimizing the resources and time required for an LLM to generate output based on your prompts.

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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. Interested in attending an ODSC event?

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ODSC - Open Data Science

MARCH 11, 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. Interested in attending an ODSC event?

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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.

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ODSC - Open Data Science

MARCH 8, 2024

A remake done using AI of the cult classic, Silent Hill , is proving that AI still has a long way to go. You can also get data science training on-demand wherever you are with our Ai+ Training platform. Interested in attending an ODSC event? Learn more about our upcoming events here.

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ODSC - Open Data Science

AUGUST 29, 2023

Often, NLP engineers who specialize in prompt engineering will work closely with domain experts, where they create prompts that extract insights, support decision-making, and ensure responsible AI interactions. Often, they will work alongside Prompt Engineers and NLP Engineers to refine prompting strategies and expectations.

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IBM Journey to AI blog

OCTOBER 16, 2023

Curated foundation models, such as those created by IBM or Microsoft, help enterprises scale and accelerate the use and impact of the most advanced AI capabilities using trusted data. In addition to natural language, models are trained on various modalities, such as code, time-series, tabular, geospatial and IT events data.

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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.

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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.

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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%

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