Marktechpost

JUNE 19, 2024

Introduction to Generative AI Learning Path Specialization This course offers a comprehensive introduction to generative AI, covering large language models (LLMs), their applications, and ethical considerations. The learning path comprises three courses: Generative AI, Large Language Models, and Responsible AI.

Artificial Intelligence 121

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 121

Towards AI

MARCH 15, 2024

Photo by Martin Martz on Unsplash A new trend has recently reshaped our approach to building software applications: the rise of large language models (LLMs) and their integration into software development. These inputs are called prompts and are designed for LLMs like GPT to generate responses.

Large Language Models 103

Large Language Models LLM Software Engineer Prompt Engineer 103

deepsense.ai

JULY 30, 2023

To start simply, you could think of LLMOps ( Large Language Model Operations) as a way to make machine learning work better in the real world over a long period of time. As previously mentioned: model training is only part of what machine learning teams deal with. What is LLMOps? Why are these elements so important?

Large Language Models 98

Large Language Models LLM Machine Learning Automation 98

Unite.AI

SEPTEMBER 27, 2023

Generative AI refers to models that can generate new data samples that are similar to the input data. The success of ChatGPT opened many opportunities across industries, inspiring enterprises to design their own large language models. FinGPT FinGPT is a state-of-the-art financial fine-tuned large language model (FinLLM).

Generative AI 304

Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

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

Marktechpost

AUGUST 10, 2024

Large Language Models (LLMs) have significantly impacted software engineering, primarily in code generation and bug fixing. These models leverage vast training data to understand and complete code based on user input. The research identified 79 unique LLMs across 117 papers.

Software Engineer 114

Software Engineer LLM Large Language Models Categorization 114

Towards AI

NOVEMBER 14, 2024

From Beginner to Advanced LLM Developer Why should you learn to become an LLM Developer? Large language models (LLMs) and generative AI are not a novelty — they are a true breakthrough that will grow to impact much of the economy. Author(s): Towards AI Editorial Team Originally published on Towards AI.

LLM 85

LLM Software Development Machine Learning Data Scientist 85

Marktechpost

JULY 21, 2024

Large language models (LLMs) have revolutionized the field of artificial intelligence, enabling the creation of language agents capable of autonomously solving complex tasks. However, the development of these agents faces significant challenges.

Artificial Intelligence 115

Artificial Intelligence Artificial Intelligence Neural Network Large Language Models 115

Unite.AI

SEPTEMBER 11, 2023

With Large Language Models (LLMs) like ChatGPT, OpenAI has witnessed a surge in enterprise and user adoption, currently raking in around $80 million in monthly revenue. Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks.

Python 328

Python OpenAI Software Development Software Engineer 328

Unite.AI

JANUARY 25, 2024

This data points to a burgeoning interest in the underlying technologies that power generative AI, reflecting a shift towards more sophisticated, AI-driven solutions in tech development. These trends signal a paradigm shift toward incorporating security throughout the software development lifecycle, rather than treating it as an afterthought.

Prompt Engineer 182

Prompt Engineer Prompt Engineering Generative AI NLP 182

Marktechpost

MAY 21, 2024

Generative AI models, particularly Large Language Models (LLMs), have seen a surge in adoption across various industries, transforming the software development landscape. Historically, symbolic programming has dominated, where developers use symbolic code to express logic for tasks or problem-solving.

Neural Network 110

Neural Network LLM Prompt Engineer Prompt Engineering 110

Topbots

JULY 29, 2024

These courses are designed with a strong practical focus, ensuring that you gain real-world skills needed to build applications powered by large language models (LLMs). LangChain for LLM Application Development by LangChain and DeepLearning.ai Open Source Models with Hugging Face by Hugging Face and DeepLearning.ai

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

Towards AI

MARCH 28, 2024

It is a roadmap to the future tech stack, offering advanced techniques in Prompt Engineering, Fine-Tuning, and RAG, curated by experts from Towards AI, LlamaIndex, Activeloop, Mila, and more.

Large Language Models 74

Large Language Models Prompt Engineer Prompt Engineering AI 74

Marktechpost

NOVEMBER 14, 2024

Large Language Models (LLMs) have revolutionized various domains, with a particularly transformative impact on software development through code-related tasks. The emergence of tools like ChatGPT, Copilot, and Cursor has fundamentally changed how developers work, showcasing the potential of code-specific LLMs.

LLM 92

LLM Large Language Models Algorithm Software Engineer 92

IBM Journey to AI blog

FEBRUARY 13, 2024

This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task. Generative adversarial networks (GANs) or variational autoencoders (VAEs) are used for images, videos, 3D models and music. Imagine training a generative AI model on a dataset of only romance novels.

Generative AI 354

Generative AI AI AI Chatbots 354

AWS Machine Learning Blog

NOVEMBER 15, 2024

GoDaddy Lighthouse is an insights solution powered by large language models (LLMs) that allows prompt engineers throughout the company to craft, manage, and evaluate prompts using a portal where they can interact with an LLM of their choice.

LLM 99

LLM Prompt Engineer Prompt Engineering Generative AI 99

AWS Machine Learning Blog

AUGUST 22, 2024

Verisk’s evaluation involved three major parts: Prompt engineering – Prompt engineering is the process where you guide generative AI solutions to generate desired output. Verisk framed prompts using their in-house clinical experts’ knowledge on medical claims. He helps enterprise customers in the Northeast U.S.

Generative AI 110

Generative AI Auto-complete Software Development Automation 110

AWS Machine Learning Blog

JUNE 25, 2024

Large language models (LLMs) have transformed the way we engage with and process natural language. These powerful models can understand, generate, and analyze text, unlocking a wide range of possibilities across various domains and industries. This provides an automated deployment experience on your AWS account.

Automation 123

Automation Prompt Engineer Prompt Engineering Categorization 123

Flipboard

JUNE 13, 2023

Diamond Bishop , CEO and co-founder at Augmend , a Seattle collaboration software startup Diamond Bishop, CEO of Augmend. Augmend Photo) “AI is making it so small startups like ours can accelerate all aspects of the software development lifecycle. It’s one of the things GPT does extremely well.

Generative AI 181

Generative AI Auto-complete Software Engineer AI 181

AWS Machine Learning Blog

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). These powerful models, trained on vast amounts of data, can generate human-like text, answer questions, and even engage in creative writing tasks.

NLP 114

NLP Generative AI Python Machine Learning 114

AWS Machine Learning Blog

MAY 21, 2024

With the advent of generative AI, and in particular large language models (LLMs), we have now adopted an AI by design strategy, evaluating the application of AI for every new technology product we develop. Bertrand d’Aure is a software developer at 20 Minutes.

Generative AI 127

Generative AI Prompt Engineer Prompt Engineering Metadata 127

ODSC - Open Data Science

NOVEMBER 20, 2023

In particular, Peter focuses on how we can gain confidence that our applications will be fair, just, truthful, beneficial, and well-stirred for their users, the other stakeholders, and society at large. HuggingFace models, Python, PyTorch, Jupyter Notebooks).

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models Data Science 52

AWS Machine Learning Blog

FEBRUARY 1, 2024

Full stack generative AI Although a lot of the excitement around generative AI focuses on the models, a complete solution involves people, skills, and tools from several domains. Consider the following picture, which is an AWS view of the a16z emerging application stack for large language models (LLMs).

Generative AI 132

Generative AI Prompt Engineer Prompt Engineering AI 132

ODSC - Open Data Science

OCTOBER 16, 2024

Tutorials: Customizing AI with Synthetic Data: Techniques and Real-World Applications On-Device Multimodal Model Development and Inference Acceleration Workshops: Building an Agentic Rag Application with LangGraph Function Calling with Llama-3 Running at 1,000 tokens That’s only a preview of what we have to offer at ODSC West this year!

Data Science 40

Data Science Prompt Engineer Prompt Engineering AI Engineer 40

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.

Large Language Models 52

Large Language Models LLM Deep Learning Data Science 52

Snorkel AI

MAY 4, 2023

In the era of large language models (LLMs), your data is the difference maker. Large Language Models (LLMs) such as GPT-4 and LLaMA have revolutionized natural language processing and understanding, enabling a wide range of applications, from conversational AI to advanced text generation.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

Snorkel AI

MAY 4, 2023

In the era of large language models (LLMs), your data is the difference maker. Large Language Models (LLMs) such as GPT-4 and LLaMA have revolutionized natural language processing and understanding, enabling a wide range of applications, from conversational AI to advanced text generation.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

deepsense.ai

DECEMBER 20, 2023

Its transformative applications in language, the metaverse, and industries demonstrate its versatility and ability to enable significant advancements. Large Language Models – Mateusz Wosiński Unless you have been locked in a closet for about a year, you no doubt know that we are living in the era of Large Language Models (LLMs).

Software Development 98

Software Development AI AI LLM 98

ODSC - Open Data Science

SEPTEMBER 8, 2023

Building a ChatGPT-Powered and Voice-Enabled Assistant using React and Express In this post, we’ll walk through how to build a simple chatbot powered by the ChatGPT language model (in this case GPT-35-Turbo). US Copyright Office Open to Public Opinion on AI and Copyright Starting on August 30th.

ChatGPT 52

ChatGPT Large Language Models Data Scientist Neural Network 52

Flipboard

DECEMBER 6, 2023

Experimentation and challenges It was clear from the beginning that to understand a human language question and generate accurate answers, Q4 would need to use large language models (LLMs). Further performance optimization involved fine-tuning the query generation process using efficient prompt engineering techniques.

Chatbots 167

Chatbots LLM Prompt Engineer Prompt Engineering 167

AWS Machine Learning Blog

JUNE 4, 2024

In addition to deploying the solution, we’ll also teach you the intricacies of prompt engineering in this post. Prompt engineering for summarization Now that the transcript has been created by Amazon Transcribe, diarized, and enhanced with Amazon Bedrock, the transcript can be summarized with Amazon Bedrock and an LLM.

LLM 115

LLM Prompt Engineer Prompt Engineering Large Language Models 115

AWS Machine Learning Blog

NOVEMBER 6, 2023

Generative AI is helping summarize customer calls accurately and efficiently Generative AI is powered by very large machine learning (ML) models referred to as foundation models (FMs) that are pre-trained on vast amounts of data at scale. You can modify the prompt templates to see what works best for the LLM you select.

Automation 126

Automation Generative AI LLM AI 126

AWS Machine Learning Blog

NOVEMBER 19, 2024

The technical sessions covering generative AI are divided into six areas: First, we’ll spotlight Amazon Q , the generative AI-powered assistant transforming software development and enterprise data utilization. In this session, learn best practices for effectively adopting generative AI in your organization.

ML 85

ML Generative AI AI AI 85

TheSequence

MARCH 11, 2024

To successfully build an AI application, evaluating the performance of large language models (LLMs) is crucial. Take lessons from traditional software A large proportion of teams now building great products with LLMs aren't experienced ML practitioners. Typical makeup of a test suite in software development CI.

LLM 52

LLM Categorization Software Development Machine Learning 52

AWS Machine Learning Blog

MAY 9, 2024

The Approach When building an interactive agent with large language models (LLMs), there are often two techniques that can be used: RAG and fine-tuning. Through some slick prompt engineering and using Claude’s latest capabilities to invoke APIs, Verisk seamlessly accessed their database to procure real-time information.

Insight Engine 133

Insight Engine Generative AI LLM AI 133

AWS Machine Learning Blog

APRIL 17, 2023

Quantization and compression can reduce model size and serving cost by reducing the precision of weights or reducing the number of parameters via pruning or distillation. Compilation can optimize the computation graph and fuse operators to reduce memory and compute requirements of a model.

Prompt Engineer 95

Prompt Engineer Prompt Engineering Deep Learning Large Language Models 95

AWS Machine Learning Blog

NOVEMBER 7, 2024

Prompt catalog – Crafting effective prompts is important for guiding large language models (LLMs) to generate the desired outputs. Prompt engineering is typically an iterative process, and teams experiment with different techniques and prompt structures until they reach their target outcomes.

Generative AI 112

Generative AI AI AI Responsible AI 112