Analytics Vidhya

JULY 2, 2024

Introduction In the rapidly evolving field of Generative AI, powerful models only do through prompting by humans until agents come, it’s like models are brains and agents are limbs, so, agentic workflow is introduced to do tasks autonomously using agents leveraging GenAI model. In the world of AI development agents are the future because agents […] The post Exploring Microsoft’s AutoGen Framework for Agentic Workflow appeared first on Analytics Vidhya.

Generative AI 336

Generative AI AI Development AI Developer AI 336

Unite.AI

JULY 2, 2024

Businesses are constantly seeking innovative ways to generate high-quality leads and drive growth, which is essential for modern companies and brands. This article looks at the best lead-capture software solutions that can greatly improve your marketing efforts. From customizable forms to AI-powered tools, these platforms offer a range of features designed to attract, engage, and convert potential customers.

Chatbots 182

Chatbots Automation Machine Learning Conversational AI 182

Analytics Vidhya

JULY 2, 2024

Introduction Structured Query Language (SQL) is the foundation of managing and manipulating relational databases. One of the most powerful features in SQL is the use of views. They simplify and compress complex queries, making database interactions more efficient and manageable. It is a must-have skill for not just data analysts, but basically anyone working with […] The post What Are Views in SQL?

336

336

IBM Journey to AI blog

JULY 2, 2024

IBM Storage Defender is a purpose-built end-to-end data resilience solution designed to help businesses rapidly restart essential operations in the event of a cyberattack or other unforeseen events. It simplifies and orchestrates business recovery processes by providing a comprehensive view of data resilience and recoverability across primary and auxiliary storage in a single interface.

Automation 170

Automation AI AI 170

Speaker: Kevin Burke

AI is reshaping marketing and sales, empowering professionals to work smarter, faster, and more effectively. This webinar will provide a practical introduction to AI, focusing on its current applications, transformative potential, and strategies for successful implementation in your organization. Using real-world examples and actionable insights, we’ll examine how businesses are leveraging AI to increase efficiency, enhance personalization, and drive measurable results.

AI

Analytics Vidhya

JULY 2, 2024

Introduction Nominal data is one of the most fundamental types of data in data analysis. Identifying and interpreting it is essential in many fields, including statistics, computer science, psychology, and marketing. This article examines nominal data’s characteristics, applications, and differences from other data types. Overview What is Nominal Data?

Data Analysis 319

Data Analysis 319

Analytics Vidhya

JULY 2, 2024

Introduction Have you ever been fooled by statistics? Simpson’s paradox shows how analyzing data in total can obscure important trends. We can uncover hidden factors that reverse or eliminate relationships by breaking down information. This short guide will equip you to avoid being misled by aggregated data and ensure you see the whole picture.

Data Analysis 306

Data Analysis 306

Unite.AI

JULY 2, 2024

LLMs like GPT-3, GPT-4, and their open-source counterpart often struggle with up-to-date information retrieval and can sometimes generate hallucinations or incorrect information. Retrieval-Augmented Generation (RAG) is a technique that combines the power of LLMs with external knowledge retrieval. RAG allows us to ground LLM responses in factual, up-to-date information, significantly improving the accuracy and reliability of AI-generated content.

LLM 162

LLM OpenAI Python Machine Learning 162

Analytics Vidhya

JULY 2, 2024

Introduction In the Database Management Systems, understanding keys is crucial for designing efficient and effective databases. Among various types of keys, candidate keys hold significant importance. A minimum superkey that uniquely identifies tuples in a relation is called a candidate key. This article will explore the idea of candidate keys, including their characteristics, significance, and […] The post What is a Candidate Key in DBMS?

306

306

AssemblyAI

JULY 2, 2024

In this tutorial, you’ll learn how to build a Next.js video conferencing app that supports video calls with live transcriptions and an LLM-powered meeting assistant. By the end of this tutorial, you will learn everything from creating the Next.js app to implementing video call functionality with the Stream Video SDK , adding real-time transcriptions, and integrating an LLM that can answer questions during the call.

LLM 148

LLM Robotics AI AI 148

Speaker: Joe Stephens, J.D., Attorney and Law Professor

Ready to cut through the AI hype and learn exactly how to use these tools in your legal work? Join this webinar to get practical guidance from attorney and AI legal expert, Joe Stephens, who understands what really matters for legal professionals! What You'll Learn: Evaluate AI Tools Like a Pro 🔍 Learn which tools are worth your time and how to spot potential security and ethics risks before they become problems.

AI

Analytics Vidhya

JULY 2, 2024

Introduction An “agent” is like a smart assistant who can think and make decisions independently. When you give it a task or ask a question, it doesn’t just follow a script—it understands what you need, figures out the best way to handle it, and then gives you the right answer or completes the task. For […] The post Llama-Agents: A Comprehensive Guide to Multi-Agent Systems as a Service appeared first on Analytics Vidhya.

Large Language Models 306

Large Language Models Generative AI AI AI 306

databricks

JULY 2, 2024

Databricks announced the public preview of Mosaic AI Agent Framework & Agent Evaluation alongside our Generative AI Cookbook at the Data + AI.

Generative AI 142

Generative AI AI AI ML 142

Analytics Vidhya

JULY 2, 2024

Introduction If you work with data, I’m sure you’ve needed to compare two columns in Excel at some point. Whether you’re a data scientist or just someone who spends a lot of time with spreadsheets, knowing how to efficiently compare columns can save you a lot of time and effort. In this guide, we will […] The post 5 Ways To Compare Two Columns In Excel appeared first on Analytics Vidhya.

Data Scientist 306

Data Scientist Data Analysis 306

AWS Machine Learning Blog

JULY 2, 2024

With the rise of generative artificial intelligence (AI), an increasing number of organizations use digital assistants to have their end-users ask domain-specific questions, using Retrieval Augmented Generation (RAG) over their enterprise data sources. As organizations transition from proofs of concept to production workloads, they establish objectives to run and scale their workloads with minimal operational overhead, while optimizing on costs.

DevOps 141

DevOps Artificial Intelligence Artificial Intelligence Python 141

Speaker: Carolyn Clark and Miriam Connaughton

Forget predictions, let’s focus on priorities for the year and explore how to supercharge your employee experience. Join Miriam Connaughton and Carolyn Clark as they discuss key HR trends for 2025—and how to turn them into actionable strategies for your organization. In this dynamic webinar, our esteemed speakers will share expert insights and practical tips to help your employee experience adapt and thrive.

AI

Analytics Vidhya

JULY 2, 2024

Introduction Navigating the complexities of data analytics in today’s dynamic environment can be daunting. One effective approach for uncovering hidden patterns in time series data is using Moving Averages. This comprehensive guide explores the intricacies of Moving Averages in python, offering insights into their methodologies and diverse applications across various industries.

Python 302

Python Data Analysis 302

Extreme Tech

JULY 2, 2024

The new law will take effect on October 1, 2024.

136

136

AWS Machine Learning Blog

JULY 2, 2024

In November 2023, we announced Knowledge Bases for Amazon Bedrock as generally available. Knowledge bases allow Amazon Bedrock users to unlock the full potential of Retrieval Augmented Generation (RAG) by seamlessly integrating their company data into the language model’s generation process. This feature allows organizations to harness the power of large language models (LLMs) while making sure that the generated responses are tailored to their specific domain knowledge, regulations, and busines

Metadata 130

Metadata Generative AI Python Computer Vision 130

Unite.AI

JULY 2, 2024

Yandong Liu is the Co-founder and CTO at Connectly.ai. He previously worked at Strava as a CTO. Yandong Liu attended Carnegie Mellon University. Founded in 2021, Connectly is the leader in conversational artificial intelligence (AI). Using proprietary AI models, Connectly’s platform automates how businesses communicate with their customers and sell their products across any messaging platform.

Large Language Models 130

Large Language Models Artificial Intelligence Artificial Intelligence Conversational AI 130

Speaker: Joe Stephens, J.D., Attorney and Law Professor

Get ready to uncover what attorneys really need from you when it comes to trial prep in this new webinar! Attorney and law professor, Joe Stephens, J.D., will share proven techniques for anticipating attorney needs, organizing critical documents, and transforming complex information into compelling case presentations. Key Learning Objectives: Organization That Makes Sense 🎯 Learn how to structure and organize case materials in ways that align with how attorneys actually work and think.

IBM Journey to AI blog

JULY 2, 2024

Throughout my tenure in senior leadership positions at a global aerospace company and a Fortune 100 hardware manufacturer, I witnessed firsthand how inadequate asset management and cumbersome procurement processes led to significant inefficiencies and hindered organizational performance. Once, during peak production, a computer numerical control machine failed, disrupting manufacturing (not dissimilar in impact from a telecom base station failure or utility transformer failure).

Automation 130

Automation 130

Machine Learning Mastery

JULY 2, 2024

Using machine learning to solve real-world problems is exciting. But most eager beginners jump straight to model building—overlooking the fundamentals—resulting in models that aren’t very helpful. From understanding the data to choosing the best machine learning model for the problem, there are some common mistakes that beginners often tend to make.

Machine Learning 120

Machine Learning 120

AWS Machine Learning Blog

JULY 2, 2024

Originally PyTorch used an eager mode where each PyTorch operation that forms the model is run independently as soon as it’s reached. PyTorch 2.0 introduced torch.compile to speed up PyTorch code over the default eager mode. In contrast to eager mode, the torch.compile pre-compiles the entire model into a single graph in a manner that’s optimal for running on a given hardware platform.

Natural Language Processing 119

Natural Language Processing Python NLP Software Development 119

Marktechpost

JULY 2, 2024

The field of research focuses on optimizing algorithms for training large language models (LLMs), which are essential for understanding and generating human language. These models are critical for various applications, including natural language processing and artificial intelligence. Training LLMs requires significant computational resources and memory, making optimizing these processes a high-priority area for researchers.

Large Language Models 119

Large Language Models Natural Language Processing Big Data Algorithm 119

Speaker: David Warren and Kevin O'Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

Artificial Lawyer

JULY 2, 2024

Bird & Bird has become one of the first international law firms to launch a large-scale proof of concept (POC) trial across multiple offices with.

AI 117

AI AI 117

Marktechpost

JULY 2, 2024

It is observed that LLMs often struggle to retrieve relevant information from the middle of long input contexts, exhibiting a “lost-in-the-middle” behavior. The research paper addresses the critical issue of the performance of large language models (LLMs) when handling longer-context inputs. Specifically, LLMs like GPT-3.5 Turbo and Mistral 7B often struggle with accurately retrieving information and maintaining reasoning capabilities across extensive textual data.

Large Language Models 119

Large Language Models ML Artificial Intelligence Artificial Intelligence 119

Extreme Tech

JULY 2, 2024

AMD has always been conservative with its X3D chips but may change that for this generation of CPUs.

116

116

Marktechpost

JULY 2, 2024

In various fields, data comes in many forms. Be it documents, images, or video/audio files, managing and making sense of this unstructured data can be overwhelming. The challenge lies in converting this diverse data into a structured format that is easy to work with, especially for applications involving advanced AI technologies. Several existing solutions address this issue to some extent.

Data Ingestion 119

Data Ingestion LLM AI AI 119

Advertisement

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Extreme Tech

JULY 2, 2024

Google AI is expanding on the Pixel 9.

AI 116

AI AI 116

Marktechpost

JULY 2, 2024

Frontier AI systems, including LLMs, increasingly shape human beliefs and values by serving as personal assistants, educators, and authors. These systems, trained on vast amounts of human data, often reflect and propagate existing societal biases. This phenomenon, known as value lock-in, can entrench misguided moral beliefs and practices on a societal scale, potentially reinforcing problematic behaviors like climate inaction and discrimination.

Machine Learning 115

Machine Learning Algorithm AI AI 115

Extreme Tech

JULY 2, 2024

It's not just the hurricane itself that's concerning—so are the conditions that allowed Beryl to form.

116

116