Wed.Jul 10, 2024

article thumbnail

Comprehensive Guide to Build AI Agents from Scratch

Analytics Vidhya

Introduction This article introduces the ReAct pattern for improved capabilities and demonstrates how to create AI agents from scratch. It covers testing, debugging, and optimizing AI agents in addition to tools, libraries, environment setup, and implementation. This tutorial gives users the skills they need to create effective AI agents, regardless of whether they are developers […] The post Comprehensive Guide to Build AI Agents from Scratch appeared first on Analytics Vidhya.

AI 364
article thumbnail

Ethical Considerations When Developing AI for Emotion Recognition

Unite.AI

Artificial intelligence for emotion regulation is one of the latest technological advancements in the machine learning field. Although it shows great potential, ethical issues are poised to affect its adoption rate and longevity. Can AI developers overcome them? What Is Emotion Recognition AI? Emotion recognition AI is a type of machine learning model.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

What are the Radial Basis Functions Neural Networks?

Analytics Vidhya

Introduction Radial Basis Function Neural Networks (RBFNNs) are a type of neural network that uses radial basis functions for activation. They are effective in applications like pattern-recognition, interpolation, and timeseries forecasting. Unlike conventional neural networks that employ different activation functions across multiple neuron layers, RBFNNs feature a unique structure that enhances their performance in specific […] The post What are the Radial Basis Functions Neural Networks

article thumbnail

Claude 3 Models now available with LeMUR

AssemblyAI

LeMUR, AssemblyAI's framework for leveraging Large Language Models (LLMs) to understand recognized speech, makes it possible to ask questions, generate content, and create summaries from your audio data to provide better outputs and insights for your end users. With the addition of the Claude 3 model family, you'll get access to a range of state-of-the-art LLM models so you can select, test, and leverage models that best suit your users' needs.

LLM 173
article thumbnail

AI in Marketing & Sales: Today’s Tools, Tomorrow’s Potential

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.

article thumbnail

A Comprehensive Guide on Building AI Agents with AutoGPT

Analytics Vidhya

Introduction When you think about AI agents, do you imagine an assistant like R2-D2 from Star Wars, always ready to help? Or maybe WALL-E, the robot on a mission to clean up Earth? Maybe your mind drifts to Ava from Ex Machina, exploring AI? While today’s technology hasn’t reached this point of creating sentient beings […] The post A Comprehensive Guide on Building AI Agents with AutoGPT appeared first on Analytics Vidhya.

Robotics 313

More Trending

article thumbnail

Top 7 LOOKUP Functions in Excel

Analytics Vidhya

Introduction Excel’s LOOKUP capabilities are essential tools for data analysis because they let users quickly find and retrieve data from big databases. These functions boost productivity for various tasks, from straightforward lookups to intricate data management. This article will examine Excel’s most popular LOOKUP functions. What are LOOKUP Functions in Excel?

article thumbnail

Microsoft Is Struggling to Get Companies Onboard the AI PC Hype Train: Report

Extreme Tech

Microsoft is reportedly having trouble getting some of the biggest names in tech to optimize their apps and add new features for 'AI PCs.

AI 136
article thumbnail

How to Use Aliases in SQL?

Analytics Vidhya

Introduction Ever felt like your SQL queries could use a bit of a readability boost? Enter SQL aliases. These nifty tools let you give your tables and columns temporary nicknames, making your queries clearer and easier to handle. This article will discuss all the use cases of alias clauses, like renaming columns and tables and […] The post How to Use Aliases in SQL?

291
291
article thumbnail

TheoremLlama: An End-To-End Framework to Train a General-Purpose Large Language Model to Become a Lean4 Expert

Marktechpost

A major step forward in mathematical reasoning is the use of computer-verifiable formal languages such as Lean to prove mathematical theorems. These formal languages make it possible to rigorously verify proofs, guaranteeing accuracy and consistency in mathematical outcomes. Using Large Language Models (LLMs) trained on Natural Language (NL) proofs to produce comprehensive formal proofs is a promising method for formal theorem proving.

article thumbnail

AI for Paralegals: Everything You Need to Know (and How to Use It Safely)

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 risks before they become problems.

article thumbnail

Seamlessly Extract Text from PDFs with Indexify and PaddleOCR

Analytics Vidhya

Introduction In the ever-evolving landscape of data processing, extracting structured information from PDFs remains a formidable challenge, even in 2024. While numerous models excel at question-answering tasks, the real complexity lies in transforming unstructured PDF content into organized, actionable data. Let’s explore this challenge and discover how Indexify and PaddleOCR can be the tools we […] The post Seamlessly Extract Text from PDFs with Indexify and PaddleOCR appeared first

article thumbnail

Knowledge Bases for Amazon Bedrock now supports advanced parsing, chunking, and query reformulation giving greater control of accuracy in RAG based applications

AWS Machine Learning Blog

Knowledge Bases for Amazon Bedrock is a fully managed service that helps you implement the entire Retrieval Augmented Generation (RAG) workflow from ingestion to retrieval and prompt augmentation without having to build custom integrations to data sources and manage data flows, pushing the boundaries for what you can do in your RAG workflows. However, it’s important to note that in RAG-based applications, when dealing with large or complex input text documents, such as PDFs or.txt files, queryin

Metadata 134
article thumbnail

Object Detection Algorithms: R-CNN, Fast R-CNN, Faster R-CNN, and YOLO

Analytics Vidhya

Introduction Think of letting a computer not only see something but also comprehend it. This is at the heart of object detection and a key application area in Computer Vision that has dramatically changed how machines interact with the world. Self-driving cars traversing through packed streets or security mechanisms recognize potential threats, and object detection […] The post Object Detection Algorithms: R-CNN, Fast R-CNN, Faster R-CNN, and YOLO appeared first on Analytics Vidhya.

Algorithm 287
article thumbnail

NuminaMath 7B TIR Released: Transforming Mathematical Problem-Solving with Advanced Tool-Integrated Reasoning and Python REPL for Competition-Level Accuracy

Marktechpost

Numina has announced the release of its latest model, NuminaMath 7B TIR. This advanced language model is designed specifically for solving mathematical problems. The model boasts 6.91 billion parameters and is adept at handling complex mathematical queries through a sophisticated tool-integrated reasoning (TIR) mechanism. NuminaMath 7B TIR’s problem-solving process is structured and efficient: Chain of Thought Reasoning : The model generates a detailed reasoning pathway to approach the pro

Python 133
article thumbnail

4 HR Priorities for 2025 to Supercharge Your Employee Experience

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.

article thumbnail

Top 30 PySpark Interview Questions and Answers

Analytics Vidhya

Introduction PySpark is an interface for Apache Spark in Python, designed to leverage Spark’s features such as Spark SQL, Spark DataFrame, Spark Streaming, Spark Core, and Spark MLlib. It processes structured and semi-structured datasets efficiently by providing optimized APIs, allowing seamless data handling from various sources. The integration of Apache Spark with Python, originally written […] The post Top 30 PySpark Interview Questions and Answers appeared first on Analytics Vid

Python 285
article thumbnail

Fine-tune Anthropic’s Claude 3 Haiku in Amazon Bedrock to boost model accuracy and quality

AWS Machine Learning Blog

Frontier large language models (LLMs) like Anthropic Claude on Amazon Bedrock are trained on vast amounts of data, allowing Anthropic Claude to understand and generate human-like text. Fine-tuning Anthropic Claude 3 Haiku on proprietary datasets can provide optimal performance on specific domains or tasks. The fine-tuning as a deep level of customization represents a key differentiating factor by using your own unique data.

article thumbnail

SenseTime Unveiled SenseNova 5.5: Setting a New Benchmark to Rival GPT-4o in 5 Out of 8 Key Metrics

Marktechpost

SenseTime, a leading AI company from China, has unveiled its latest advancement, the SenseNova 5.5 , at the 2024 World Artificial Intelligence Conference & High-Level Meeting on Global AI Governance. The release emphasizes SenseTime’s commitment to innovation and practical application in various industries. The SenseNova 5.5 Large Model represents a comprehensive upgrade, integrating the first real-time multimodal model in China, SenseNova 5o.

article thumbnail

Strategic Cloud Spending and AI: Maximizing Business Value in 2024

Unite.AI

Experts predict that 2024 will see an increase in cloud spending , mostly due to the rise in the adoption of artificial intelligence (AI) and generative AI (GenAI). Savvy companies are already examining their use of AI and GenAI, focusing on the costs associated with cloud budgets. The next step is adopting management strategies that optimize their investments and ensure sustainable business growth.

article thumbnail

Trial Prep: What Attorneys Really Want (And How to Deliver It)

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.

article thumbnail

Mission NIMpossible: Decoding the Microservices That Accelerate Generative AI

NVIDIA

In the rapidly evolving world of artificial intelligence, generative AI is captivating imaginations and transforming industries. Behind the scenes, an unsung hero is making it all possible: microservices architecture. The Building Blocks of Modern AI Applications Microservices have emerged as a powerful architecture, fundamentally changing how people design, build and deploy software.

article thumbnail

A progress update on our commitment to safe, responsible generative AI

AWS Machine Learning Blog

Responsible AI is a longstanding commitment at Amazon. From the outset, we have prioritized responsible AI innovation by embedding safety, fairness, robustness, security, and privacy into our development processes and educating our employees. We strive to make our customers’ lives better while also establishing and implementing the necessary safeguards to help protect them.

article thumbnail

Paige Cofounder Thomas Fuchs’ Diagnosis on Improving Cancer Patient Outcomes With AI

NVIDIA

Improved cancer diagnostics — and improved patient outcomes — could be among the changes generative AI will bring to the healthcare industry, thanks to Paige, the first company with an FDA-approved tool for cancer diagnosis. In this episode of NVIDIA’s AI Podcast , host Noah Kravitz speaks with Paige cofounder and Chief Scientific Officer Thomas Fuchs.

article thumbnail

Streamline generative AI development in Amazon Bedrock with Prompt Management and Prompt Flows (preview)

AWS Machine Learning Blog

Today, we’re excited to introduce two powerful new features for Amazon Bedrock: Prompt Management and Prompt Flows, in public preview. These features are designed to accelerate the development, testing, and deployment of generative artificial intelligence (AI) applications, enabling developers and business users to create more efficient and effective solutions that are easier to maintain.

article thumbnail

Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

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

article thumbnail

AMD's 8-core Zen 5 CPU Stuns in First Single-Core Benchmark Results

Extreme Tech

The standard eight-core Zen 5 CPU might be capable of punching way above its weight class.

119
119
article thumbnail

The Dual Impact of AI and Machine Learning: Revolutionizing Cybersecurity and Amplifying Cyber Threats

Marktechpost

AI and ML are revolutionizing cybersecurity by significantly boosting defensive and offensive capabilities. On the defensive front, these technologies empower systems to detect better and counter cyber threats. AI and ML algorithms excel in processing extensive datasets, enabling them to identify patterns and anomalies far more efficiently than traditional approaches.

article thumbnail

Spellbook Launches Contract ‘Benchmarks’ to Show What’s Market

Artificial Lawyer

Spellbook, an early pioneer in legal genAI applications, has launched Benchmarks, an ‘at-a-glance’ tool that helps lawyers to quickly spot where contracts may be ‘off.

118
118
article thumbnail

This AI Paper from the National University of Singapore Introduces a Defense Against Adversarial Attacks on LLMs Utilizing Self-Evaluation

Marktechpost

Ensuring the safety of Large Language Models (LLMs) has become a pressing concern in the ocean of a huge number of existing LLMs serving multiple domains. Despite the implementation of training methods like Reinforcement Learning from Human Feedback (RLHF) and the development of inference-time guardrails, many adversarial attacks have demonstrated the ability to bypass these defenses.

LLM 117
article thumbnail

Optimizing The Modern Developer Experience with Coder

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.

article thumbnail

PC Market Picks Up Steam, Posts Second Consecutive Quarter of Growth

Extreme Tech

Research firm IDC says a corporate refresh cycle and Apple computers are the biggest drivers for this surge in PC shipments.

116
116
article thumbnail

DoRM: A Brain-Inspired Approach to Generative Domain Adaptation

Marktechpost

Few-shot Generative Domain Adaptation (GDA) is a machine learning and domain adaptation concept that addresses the challenge of adapting a model trained on a source domain to perform well on a target domain, using only a few examples from the target domain. Such a technique is particularly useful when obtaining a large amount of labeled data from the target domain, which is expensive or impractical.

article thumbnail

Beyond Accuracy to Understanding: Leveraging Stanford’s Hallucination Framework

Artificial Lawyer

By Tycho Orton. In the wake of Stanford University’s recent paper on AI-driven legal research tools, debate has erupted over the accuracy of these systems.

AI 115