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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Prompt Engineer Prompt Engineering LLM Data Scientist 52

AI News

MARCH 7, 2024

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. The company says it has also achieved ‘near human’ proficiency in various tasks.

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Prompt Engineer Prompt Engineering OpenAI Large Language Models 248

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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Large Language Models Prompt Engineer Prompt Engineering Responsible AI 98

Unite.AI

JANUARY 23, 2024

Prompting Rather than inputs and outputs, LLMs are controlled via prompts – contextual instructions that frame a task. Prompt engineering is crucial to steering LLMs effectively. Responsible AI tooling remains an active area of innovation. LLMs utilize embeddings to understand word context.

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Large Language Models Prompt Engineer Prompt Engineering LLM 130

Unite.AI

SEPTEMBER 7, 2023

By developing prompts that exploit the model's biases or limitations, attackers can coax the AI into generating inaccurate content that aligns with their agenda. Solution Establishing predefined guidelines for prompt usage and refining prompt engineering techniques can help curtail this LLM vulnerability.

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LLM Large Language Models Prompt Engineer Prompt Engineering 173

Marktechpost

APRIL 11, 2024

Additionally, the course covers how to share and run AI applications easily using Gradio and Hugging Face Spaces, making it ideal for those new to the AI field. Prompt Engineering with Llama 2 Discover the art of prompt engineering with Meta’s Llama 2 models.

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Artificial Intelligence Artificial Intelligence LLM Prompt Engineer 114

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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Large Language Models Prompt Engineer Prompt Engineering Artificial Intelligence 52

Mlearning.ai

JULY 8, 2023

Add Responsible AI to LLM’s Add Abuse detection to LLM’s. Prompt Engineering — this is where figuring out what is the right prompt to use for the problem. Add monitoring and auditing code to log prompts and completion. Introduction Create ML Ops for LLM’s Build end to end development and deployment cycle.

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Large Language Models LLM Prompt Engineer Prompt Engineering 52

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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Prompt Engineer Prompt Engineering Computer Vision Deep Learning 52

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. With a Virtual Open Pass , you can be part of where the future of AI gathers for free.

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Data Science Prompt Engineer Prompt Engineering Machine Learning 52

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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Data Scientist AI AI Responsible AI 98

IBM Journey to AI blog

MARCH 4, 2024

Do you use gen AI out of the box? How can you master prompt engineering? When should you prompt-tune or fine-tune? Where do you harness gen AI vs. predictive AI vs. AI orchestration? If so, where will it run? Which approach requires on-premises GPUs?

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AI AI Artificial Intelligence Artificial Intelligence 270

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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Data Scientist Data Science Machine Learning Prompt Engineer 98

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.

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Data Science Large Language Models DevOps Machine Learning 52

ODSC - Open Data Science

FEBRUARY 6, 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 LLM Big Data NLP 52

ODSC - Open Data Science

SEPTEMBER 11, 2023

ML on-device: Building Efficient Models Danni Li | AI Resident | Meta This talk covered some of the challenges that on-device machine learning models face, like limited computational resources and limited storage and battery life, as well as the latest advancements, especially the end-to-end(E2E) ASR systems.

Data Scientist 52

Data Scientist Data Science Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

JULY 3, 2023

PaLM 2 also demonstrates robust reasoning capabilities and stable performance on a suite of responsible AI evaluations. GPT-4 is one of the better-known LLMs on this list and has already been shown to do incredible feats thanks to creative prompt engineers.

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Large Language Models Natural Language Processing Data Science Prompt Engineer 98

ODSC - Open Data Science

AUGUST 3, 2023

It will cover both the potential benefits and the challenges of ensuring fairness, with a focus on the perceptions of fairness, accountability, and trust in AI-driven decisions in the area and some ways in which these can be mitigated.

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Large Language Models Data Science Data Scientist Prompt Engineer 52

ODSC - Open Data Science

JANUARY 10, 2024

These concerns include lack of interpretability, bias, and discrimination, privacy, lack of model robustness, fake and misleading content, copyright implications, plagiarism, and environmental impact associated with training and inference of generative AI models.

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Large Language Models LLM Deep Learning ML 52

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. Present your innovative solution to both a live audience and a panel of judges.

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

Unite.AI

OCTOBER 31, 2023

The company is also working on ways to differentiate AI-generated images from those made by humans, reflecting their commitment to transparency and responsible AI use. OpenAI acknowledges these challenges and is working on improvements for future versions. However, a free public release date is not confirmed yet.

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OpenAI ChatGPT Neural Network Prompt Engineer 264

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

AWS Machine Learning Blog

MARCH 27, 2024

That’s why it’s good practice to check if you actually need to fine-tune your model for your use case or if prompt engineering is sufficient. With some prompt engineering, we can provide more details to get closer to the look of our favorite pets.

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Prompt Engineer Prompt Engineering Data Scientist Machine Learning 91

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. AI Expo and Demo Hall Exploring options for building your own AI models and algorithms or working with a 3rd party?

Data Science 52

Data Science Data Scientist Continuous Learning Deep Learning 52

Robot Writers AI

JANUARY 21, 2024

According to writer Scott Clark, the “comprehensive courses are available for those seeking a more in-depth understanding of what some are describing as both a science and an art form (prompt engineering).” Observes Lahiri: “Founded in 2021 by former OpenAI employees, Anthropic focuses on responsible AI and safety.

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ChatGPT OpenAI Chatbots AI Chatbots 52

AWS Machine Learning Blog

MAY 9, 2024

Governance Establish governance that enables the organization to scale value delivery from AI/ML initiatives while managing risk, compliance, and security. Additionally, pay special attention to the changing nature of the risk and cost that is associated with the development as well as the scaling of AI. Vikram Elango is a Sr.

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ML Generative AI AI AI 57

Unite.AI

APRIL 26, 2024

Prompt Engineering : The quality and specificity of the input prompt can significantly impact the generated text. Prompt engineering, the art of crafting effective prompts, has emerged as a crucial aspect of leveraging LLMs for various tasks, enabling users to guide the model's generation process and achieve desired outputs.

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Large Language Models Prompt Engineer Prompt Engineering Neural Network 277

Pickl AI

AUGUST 2, 2023

The Ethical Considerations While Using ChatGPT With the advancements in AI, ethical concerns are paramount. OpenAI has continuously emphasized responsible AI usage, implementing safeguards to limit misinformation and offensive responses. Moreover, it will also ensure that ChatGPT will be utilized at its full potential.

ChatGPT 52

ChatGPT Neural Network Prompt Engineer Prompt Engineering 52

AWS Machine Learning Blog

JANUARY 4, 2024

Specifically, we discuss the following: Why do we need Text2SQL Key components for Text to SQL Prompt engineering considerations for natural language or Text to SQL Optimizations and best practices Architecture patterns Why do we need Text2SQL? Effective prompt engineering is key to developing natural language to SQL systems.

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Prompt Engineer Prompt Engineering Generative AI LLM 125

Snorkel AI

JUNE 7, 2023

In particular, he highlighted his company’s Demonstrate-Search-Predict framework which abstracts away aspects of using foundation models, such as prompt engineering. 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

In particular, he highlighted his company’s Demonstrate-Search-Predict framework which abstracts away aspects of using foundation models, such as prompt engineering. 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

AWS Machine Learning Blog

APRIL 22, 2024

Figure 5 offers an overview on generative AI modalities and optimization strategies, including prompt engineering , Retrieval Augmented Generation , and fine-tuning or continued pre-training. This balance must account for the assessment of risk in terms of several factors such as quality, disclosures, or reporting.

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Generative AI ESG AI AI 118

ODSC - Open Data Science

SEPTEMBER 28, 2023

In the interview, we talked about what confident data science is, how data scientists can confidently and ethically use AI, and emerging fields like prompt engineering. 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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Data Science Data Scientist Responsible AI Prompt Engineer 98

AWS Machine Learning Blog

JANUARY 26, 2024

As part of quality assurance tests, introduce synthetic security threats (such as attempting to poison training data, or attempting to extract sensitive data through malicious prompt engineering) to test out your defenses and security posture on a regular basis.

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Generative AI LLM ML AI 128

AWS Machine Learning Blog

NOVEMBER 22, 2023

Hear best practices for using unstructured (video, image, PDF), semi-structured (Parquet), and table-formatted (Iceberg) data for training, fine-tuning, checkpointing, and prompt engineering. Also hear different architectural patterns that customers use today to harness their business data for customized generative AI solutions.

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ML Generative AI Prompt Engineer Prompt Engineering 117

Heartbeat

NOVEMBER 23, 2023

Whether you’re building conversational agents, question-answer systems, or any AI tool, the self-critique chain offers an added layer of assurance. This feature emphasizes the commitment to responsible AI, which provides accurate answers and ensures the content adheres to broader societal values.

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LLM Data Scientist OpenAI AI Tools 52

AWS Machine Learning Blog

FEBRUARY 1, 2024

Make sure to validate prompt input data and prompt input size for allocated character limits that are defined by your model. If you’re performing prompt engineering, you should persist your prompts to a reliable data store.

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Generative AI Prompt Engineer Prompt Engineering AI 119