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

ODSC - Open Data Science

AUGUST 17, 2023

Evolving Trends in Prompt Engineering, a Primer to Scaling Pandas, and Enriching ERP with Generative AI Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices In this blog post, our objective is to illuminate the constantly evolving research around the LLMs space, including prompt engineering.

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Prompt Engineer Prompt Engineering Natural Language Processing Artificial Intelligence 52

Mlearning.ai

JULY 8, 2023

Introduction Create ML Ops for LLM’s Build end to end development and deployment cycle. Add Responsible AI to LLM’s Add Abuse detection to LLM’s. High level process and flow LLM Ops is people, process and technology. LLM Ops flow — Architecture Architecture explained. This is an iterative pattern.

Large Language Models 52

Large Language Models LLM Prompt Engineer Prompt Engineering 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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OpenAI Prompt Engineer Prompt Engineering Large Language Models 259

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. Prompt engineering is crucial to steering LLMs effectively.

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Large Language Models Prompt Engineer Prompt Engineering LLM 130

Marktechpost

APRIL 11, 2024

These courses are crafted to provide learners with the right knowledge, tools, and techniques required to excel in AI. Here’s a look at the most relevant short courses available: Red Teaming LLM Applications This course offers an essential guide to enhancing the safety of LLM applications through red teaming.

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Artificial Intelligence Artificial Intelligence LLM Prompt Engineer 113

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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Large Language Models LLM Big Data NLP 52

ODSC - Open Data Science

JANUARY 10, 2024

The AI Paradigm Shift: Under the Hood of a Large Language Models Valentina Alto | Azure Specialist — Data and Artificial Intelligence | Microsoft Develop an understanding of Generative AI and Large Language Models, including the architecture behind them, their functioning, and how to leverage their unique conversational capabilities.

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Large Language Models LLM Deep Learning ML 52

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.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Artificial Intelligence 52

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.

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Large Language Models Big Data Deep Learning Data Science 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. 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. Dolly Dolly 2.0

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Large Language Models Natural Language Processing Data Science Prompt Engineer 98

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

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).

Data Science 52

Data Science Large Language Models DevOps Machine Learning 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.

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Generative AI LLM ML AI 122

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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LLM Data Scientist OpenAI AI Tools 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.

ML 105

ML Generative AI AI AI 105

Unite.AI

APRIL 26, 2024

Parameter Count : The number of parameters in a decoder-based LLM is primarily determined by the embedding dimension (d_model), the number of attention heads (n_heads), the number of layers (n_layers), and the vocabulary size (vocab_size).

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Large Language Models Prompt Engineer Prompt Engineering Neural Network 277

Pickl AI

AUGUST 2, 2023

The next opportunity is provided by the web platform Ora.sh, which facilitates the quick development of LLM apps within a shareable chat interface. Hack #4: Free Access on Nat.dev Nat Friedman, the ex-CEO of GitHub, has launched a tool for comparing various LLM models worldwide. Hack #3: Free Access on Ora.sh

ChatGPT 52

ChatGPT Neural Network Prompt Engineer Prompt Engineering 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

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

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 118

AWS Machine Learning Blog

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. Amazon Bedrock also comes with a broad set of capabilities required to build generative AI applications with security, privacy, and responsible AI.

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Generative AI Prompt Engineer Prompt Engineering LLM 105

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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Generative AI Prompt Engineer Prompt Engineering LLM 119

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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Conversational AI LLM AI AI 107

AssemblyAI

MAY 23, 2023

Large Language Models In recent years, LLM development has seen a significant increase in size, as measured by the number of parameters. To put it differently, this means that in the span of the last 4 years only, the size of LLMs has repeatedly doubled every 3.5 Determining the necessary data for training an LLM is challenging.

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Large Language Models Neural Network LLM Chatbots 130

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 enhances transparency and promotes trust in your commitment to sustainability.

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Generative AI ESG AI AI 111

AWS Machine Learning Blog

MAY 9, 2024

The company is committed to ethical and responsible AI development, with human oversight and transparency. Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

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Insight Engine Generative AI LLM AI 113

AWS Machine Learning Blog

MARCH 4, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as 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.

NLP 101

NLP LLM Prompt Engineer Prompt Engineering 101

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 109

AWS Machine Learning Blog

MAY 15, 2024

We cover the technical implementation using the Anthropic Claude large language model (LLM) on Amazon Bedrock and AWS Lambda deployed with the AWS Serverless Application Model (AWS SAM). This post demonstrates how to use advanced prompt engineering to control an LLM’s behavior and responses.

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Prompt Engineer Prompt Engineering Generative AI Python 87

AWS Machine Learning Blog

NOVEMBER 29, 2023

However, harnessing this potential while ensuring the responsible and effective use of these models hinges on the critical process of LLM evaluation. An evaluation is a task used to measure the quality and responsibility of output of an LLM or generative AI service. Who needs to perform LLM evaluation?

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LLM Data Scientist Algorithm Generative AI 82

Snorkel AI

MARCH 2, 2023

Ali Arsanjani, director of cloud partner engineering at Google Cloud , presented a talk entitled “Challenges and Ethics of DLM and LLM Adoption in the Enterprise” at Snorkel AI’s recent Foundation Model Virtual Summit. Then comes prompt engineering. People just basically try different prompts.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

Snorkel AI

MARCH 2, 2023

Ali Arsanjani, director of cloud partner engineering at Google Cloud , presented a talk entitled “Challenges and Ethics of DLM and LLM Adoption in the Enterprise” at Snorkel AI’s recent Foundation Model Virtual Summit. Then comes prompt engineering. People just basically try different prompts.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

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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ChatGPT Large Language Models Data Scientist Neural Network 52

The MLOps Blog

JUNE 27, 2023

The platform also offers features for hyperparameter optimization, automating model training workflows, model management, prompt engineering, and no-code ML app development. LLM training configurations. Guardrails: – Does pydantic-style validation of LLM outputs. recovery from node failures).

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Machine Learning Metadata Data Quality Data Scientist 134

ODSC - Open Data Science

SEPTEMBER 20, 2023

Confirmed Extra Events Halloween Data After Dark AI Expo and Demo Hall Virtual Open Spaces Morning Run Day 3: Wednesday, November 1st (Bootcamp, Platinum, Gold, Silver, VIP, Virtual Platinum, Virtual Premium) The third day of ODSC West 2023, will be the second and last day of the Ai X Business and Innovation Summit and the AI Expo and Demo Hall.

Large Language Models 52

Large Language Models Data Science Machine Learning Prompt Engineer 52