ODSC - Open Data Science

SEPTEMBER 28, 2023

As newer fields emerge within data science and the research is still hard to grasp, sometimes it’s best to talk to the experts and pioneers of the field. Recently, we spoke with Adam Ross Nelson, data science career coach and author of “How to Become a Data Scientist” and “ Confident Data Science.”

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ODSC - Open Data Science

AUGUST 24, 2023

Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices Editor’s note: Jayachandran Ramachandran and Rohit Sroch are speakers for ODSC APAC this August 22–23. As LLMs become integral to AI applications, ethical considerations take center stage.

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Marktechpost

JUNE 8, 2024

Microsoft’s AI courses offer comprehensive coverage of AI and machine learning concepts for all skill levels, providing hands-on experience with tools like Azure Machine Learning and Dynamics 365 Commerce. It provides just enough familiarity to understand machine learning examples for products like Azure ML or Azure Databricks.

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ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” It turns out that the role of a Prompt Engineer is not simply typing questions into a prompt window.

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Marktechpost

JUNE 19, 2024

The learning path comprises three courses: Generative AI, Large Language Models, and Responsible AI. Generative AI for Everyone This course provides a unique perspective on using generative AI. It aims to empower everyone to participate in an AI-powered future.

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ODSC - Open Data Science

FEBRUARY 16, 2024

Recently, we posted an in-depth article about the skills needed to get a job in prompt engineering. Now, what do prompt engineering job descriptions actually want you to do? Here are some common prompt engineering use cases that employers are looking for.

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AWS Machine Learning Blog

NOVEMBER 7, 2024

In this second part, we expand the solution and show to further accelerate innovation by centralizing common Generative AI components. We also dive deeper into access patterns, governance, responsible AI, observability, and common solution designs like Retrieval Augmented Generation. They’re illustrated in the following figure.

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ODSC - Open Data Science

NOVEMBER 30, 2023

2023 Was the Year of Large Language Models: Then and Now The 2023 AI landscape was defined by large language models, and these are a few milestones that made it as such. Top 10 Errors in R and How to Fix Them In this post, we highlight the 10 most common errors in R and how to fix them.

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ODSC - Open Data Science

AUGUST 11, 2023

Learn from success stories of implementing self-service data analytics within large organizations that StoryIQ has partnered with. In part, you will discuss how to utilize AI to monitor, validate, and version your models for optimal performance. Time is running out, so be sure to register for one of our free or paid passes soon!

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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. Originally posted on OpenDataScience.com Read more data science articles on OpenDataScience.com , including tutorials and guides from beginner to advanced levels!

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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?

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Marktechpost

JULY 9, 2024

By demystifying AI, businesses can create a common knowledge framework that empowers every team member to contribute to AI initiatives effectively. Microsoft emphasizes the importance of responsible AI in this foundational stage, ensuring that the AI systems developed are ethical, inclusive, reliable, and secure.

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AWS Machine Learning Blog

MAY 13, 2024

Amazon Bedrock also comes with a broad set of capabilities required to build generative AI applications with security, privacy, and responsible AI. You can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with.

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ODSC - Open Data Science

JUNE 27, 2023

Who Are AI Builders, AI Users, and Other Key Players? AI Builders AI builders are the data scientists, data engineers, and developers who design AI models. The goals and priorities of responsible AI builders are to design trustworthy, explainable, and human-centered AI.

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ODSC - Open Data Science

JULY 3, 2023

PaLM 2 also demonstrates robust reasoning capabilities and stable performance on a suite of responsible AI evaluations. Pythia Pythia is a suite of 16 LLMs trained on the same public data that can be used to study the development and evolution of LLMs. It was trained on web-scale multimodal corpora, including text and images.

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ODSC - Open Data Science

OCTOBER 24, 2024

From Prototype to Production: Mastering LLMOps, Prompt Engineering, and Cloud Deployments This post is meant to walk through some of the steps of how to take your LLMs to the next level, focusing on critical aspects like LLMOps, advanced prompt engineering, and cloud-based deployments. Register by Friday for 30% off!

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Towards AI

JANUARY 6, 2025

Applied Generative AI for Digital Transformation by MIT PROFESSIONAL EDUCATION Applied Generative AI for Digital Transformation is for professionals with backgrounds, especially senior leaders, technology leaders, senior managers, mid-career executives, etc. Therefore, it expects you to possess the said experience in the field.

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ODSC - Open Data Science

OCTOBER 26, 2023

ODSC West is less than a week away and we can’t wait to bring together some of the best and brightest minds in data science and AI to discuss generative AI, NLP, LLMs, machine learning, deep learning, responsible AI, and more. So, don’t delay. There are only a few days left to grab a free, Virtual Open Pass.

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ODSC - Open Data Science

MAY 21, 2024

New Content The data science and AI fields change fast (not to mention LLMs), and it can be difficult to stay at the forefront of your field or industry. At ODSC Europe you’ll discover new applications for data science and AI from a wide range of industries, including Finance.

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AWS Machine Learning Blog

NOVEMBER 19, 2024

Fourth, we’ll address responsible AI, so you can build generative AI applications with responsible and transparent practices. Fifth, we’ll showcase various generative AI use cases across industries. In this session, learn best practices for effectively adopting generative AI in your organization.

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ODSC - Open Data Science

AUGUST 3, 2023

AI Applications in Fintech, Retail, Ecommerce, Supply Chain, Ads, Power Systems Rudrendu Kumar Paul | Data Science Leader | Walmart Connect Delve into the transformative impact of AI across a wide range of fields, including fintech, retail, ecommerce, supply chain, advertising, and power systems.

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The MLOps Blog

JUNE 27, 2023

Google Cloud Vertex AI Google Cloud Vertex AI provides a unified environment for both automated model development with AutoML and custom model training using popular frameworks. Metaflow Metaflow helps data scientists and machine learning engineers build, manage, and deploy data science projects. neptune.ai

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ODSC - Open Data Science

SEPTEMBER 11, 2023

The emergence of non-traditional data sources and data science methods to integrate them with traditional data. For more hands-on, expert-led instruction on generative AI, LLMs, machine learning, NLP, data engineering, and much more, join us at ODSC West this fall !

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ODSC - Open Data Science

SEPTEMBER 26, 2023

New Content The data science and AI fields change fast, and it can be difficult to stay at the forefront of your field or industry. At ODSC West you’ll discover new applications for data science and AI from a wide range of industries. ODSC combines the best of both technical learning and community building.

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AWS Machine Learning Blog

MAY 1, 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 through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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ODSC - Open Data Science

FEBRUARY 6, 2024

Jon Krohn | Chief Data Scientist | Nebula.io Hear from one of the leading experts in Large Language Models, Dr. Jon Krohn as he takes a deep dive into the models like GPT-4 that are transforming the world in general and the field of data science in particular at an unprecedented pace.

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AWS Machine Learning Blog

APRIL 24, 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 using 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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Towards AI

OCTOBER 19, 2024

Researchers are exploring new methods like attention visualisation and prompt engineering to shed light on these complex systems. As AI continues to advance, finding ways to make it more transparent and explainable remains a key priority. These new approaches aim to help us understand how LLMs work and explain their outputs.

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ODSC - Open Data Science

FEBRUARY 8, 2024

AI and data science are advancing at a lightning-fast pace with new skills and applications popping up left and right. Jon Krohn | Chief Data Scientist | Nebula.io Ditch all your tedious social plans and learn how to make your own AI friend powered by Large Language Models in this tutorial from Benjamin Batrosky.

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Heartbeat

AUGUST 4, 2023

One element that makes this study more important is that they have put forward an approach that adopts the ethical principles of Responsible AI. To see this capability effectively in applications, it is necessary to direct the language model with the correct prompt entries. Thus, the models produce more successful outputs.

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ODSC - Open Data Science

OCTOBER 5, 2023

The Prompt Optimization Stack A lot goes into successful prompt engineering. However, with this thorough prompt optimization guide, you’ll know exactly how to perfect this new art. Organizations harness these LLMs through prompt engineering and fine-tuning, but challenges persist.

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AWS Machine Learning Blog

AUGUST 8, 2024

Refine your existing application using strategic methods such as prompt engineering , optimizing inference parameters and other LookML content. You can gain granular control over the reasoning capabilities using several prompt engineering techniques. Create a simple web application using LangChain and Streamlit.

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ODSC - Open Data Science

JANUARY 10, 2024

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. Register for ODSC East today to save 60% on any pass.

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ODSC - Open Data Science

APRIL 21, 2023

Well, during the hackathon you’ll have access to cutting-edge tools and platforms, including Weaviate and OpenAI API & ChatGPT plugins, to work on projects such as generative search and prompt engineering. 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

SEPTEMBER 8, 2023

Get your ODSC West pass by the end of the day Thursday to save up to $450 on 300+ hours of hands-on training sessions, expert-led workshops, and talks in Generative AI, Machine Learning, NLP, LLMs, Responsible AI, and more. If you’re fascinated by data engineering, machine learning, and the pivotal role of orchestrators.

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AWS Machine Learning Blog

JUNE 20, 2024

Additionally, evaluation can identify potential biases, hallucinations, inconsistencies, or factual errors that may arise from the integration of external sources or from sub-optimal prompt engineering. In this case, the model choice needs to be revisited or further prompt engineering needs to be done.

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ODSC - Open Data Science

JANUARY 10, 2025

Some common skills include large language models, prompt engineering, SAAS, Sales, Business Management, andPython. Regulatory and Ethical Considerations As AI becomes more prevalent, ethical considerations regarding fairness, transparency, and potential biases must be addressed. Read the full report formore.

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