Analytics Vidhya

JULY 20, 2024

Introduction Generative AI is a newly developed field that is booming exponentially with job opportunities. Companies are looking for candidates with both the necessary technical abilities and real-world experience building AI models. This list of interview questions includes descriptive answer questions, short answer questions, and MCQs that will prepare you well for any generative AI […] The post Generative AI Interview Questions appeared first on Analytics Vidhya.

Generative AI 269

Generative AI AI AI AI Modeling 269

Aiiot Talk

JULY 20, 2024

Artificial intelligence (AI) has come a long way since its inception. It has reached the point where its conversational skills and generative capabilities are believable — but can you use it to craft authentic brand communication? What Is Emotional Intelligence in Marketing? Emotional intelligence is the ability to manage your feelings and understand others’ emotions.

Natural Language Processing 130

Natural Language Processing Algorithm Robotics Artificial Intelligence 130

Analytics Vidhya

JULY 20, 2024

Introduction Earlier this year, Klarna announced that they replaced 700 customer support professionals with artificial intelligence (AI) chatbots. This announcement raised a lot of questions, like, if AI could manage the works of so many customer service agents, was the industry heading towards an inevitable collapse? Now that some time has passed, we need to […] The post The Psychology of Human-AI Collaboration in Customer Service Teams appeared first on Analytics Vidhya.

AI Chatbots 254

AI Chatbots Artificial Intelligence Artificial Intelligence Chatbots 254

Aiiot Talk

JULY 20, 2024

Industries like aviation engineering, pharmaceutics and automotive manufacturing are beginning to rely on artificial intelligence for metrological instrument calibration, valuing it for its unparalleled accuracy and efficiency. How will this technology reshape conventional practices? AI’s Role in Metrological Instrument Calibration It shouldn’t be surprising that AI has applications in metrology — the science of measurement — since its versatility and market value are unrivaled.

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Neural Network Automation Artificial Intelligence Artificial Intelligence 130

Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL

Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.

AI

Marktechpost

JULY 20, 2024

DeepSeek has recently released its latest open-source model on Hugging Facel, DeepSeek-V2-Chat-0628. This release marks a significant advancement in AI-driven text generation and chatbot technology capabilities, positioning DeepSeek at the forefront of the industry. DeepSeek-V2-Chat-0628 is an enhanced iteration of the previous DeepSeek-V2-Chat model.

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Artificial Intelligence Artificial Intelligence Conversational AI Chatbots 138

Marktechpost

JULY 20, 2024

Large language models (LLMs) demonstrate proficiency in information retrieval and creative writing, with notable improvements in mathematics and coding. ZebraLogic , a benchmark consisting of Logic Grid Puzzles, assesses LLMs’ logical reasoning capabilities. Each puzzle presents N houses with M features, requiring unique value assignments based on given clues.

Large Language Models 137

Large Language Models LLM Categorization AI 137

How to Learn Machine Learning

JULY 20, 2024

TLDR: The following article is a comprehensive guide of AI powered OCR. Do you remember the first time you saw magic happen on your mobile screen when an image containing text turned into editable text? That’s Optical Character Recognition – OCR at work. OCR has been around for years, but its superb capabilities have improved recently, thanks to machine learning & artificial intelligence.

Machine Learning 52

Machine Learning Artificial Intelligence Artificial Intelligence AI 52

Marktechpost

JULY 20, 2024

Automating mathematical reasoning has long been a goal in artificial intelligence, with formal frameworks like Lean 4, Isabelle, and Coq playing a significant role. These frameworks enable users to write machine-verifiable proofs of mathematical theorems, providing a structured environment for proving complex problems. Developing neural theorem-provers, which aim to automate this process, requires rigorous benchmarks to evaluate their effectiveness and drive further research.

Artificial Intelligence 111

Artificial Intelligence Artificial Intelligence Automation AI 111

BAIR

JULY 20, 2024

These are comments in HTML. The above header text is needed to format the title, authors, etc. The "example_post" is an example representative image (not GIF) that we use for each post for tweeting (see below as well) and for the emails to subscribers. Please provide this image (and any other images and GIFs) in the blog to the BAIR Blog editors directly.

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Natural Language Processing LLM NLP AI Researcher 204

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

LLM

Marktechpost

JULY 20, 2024

Large language models (LLMs) have showcased remarkable capabilities in generating content and solving complex problems across various domains. However, a notable challenge persists in their ability to perform multi-step deductive reasoning. This type of reasoning requires a coherent and logical thought process over extended interactions, which current LLMs need help with due to their training methodologies.

Large Language Models 111

Large Language Models Prompt Engineer Prompt Engineering Natural Language Processing 111

Bugra Akyildiz

JULY 20, 2024

Article This paper presents Google's search ads click-through rate (CTR) prediction system, offering insights into the challenges and solutions for large-scale industrial recommender systems. The CTR prediction model described has billions of weights, trains on over 100 billion examples, and performs inference at more than 100,000 requests per second.

ML Engineer 52

ML Engineer ML Neural Network Algorithm 52

Marktechpost

JULY 20, 2024

Conversational AI systems like ChatGPT have gained considerable attention among the various AI advancements. These systems utilize advanced machine learning algorithms and natural language processing to assist users in numerous tasks, such as drafting emails, conducting research, and providing detailed information. The proliferation of such AI tools significantly transforms how office tasks are executed, contributing to a more efficient and productive work environment.

ChatGPT 111

ChatGPT Natural Language Processing AI Tools AI 111

Marktechpost

JULY 20, 2024

Together AI has unveiled a groundbreaking advancement in AI inference with its new inference stack. This stack, which boasts a decoding throughput four times faster than the open-source vLLM, surpasses leading commercial solutions like Amazon Bedrock, Azure AI, Fireworks, and Octo AI by 1.3x to 2.5x. The Together Inference Engine, capable of processing over 400 tokens per second on Meta Llama 3 8B, integrates the latest innovations from Together AI, including FlashAttention-3, faster GEMM and MH

Generative AI 111

Generative AI Inference Engine AI AI 111

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

Marktechpost

JULY 20, 2024

Traditional methods, relying solely on formal proof data, overlook valuable informal reasoning processes crucial to human mathematicians. The absence of natural language thought processes in formal proofs creates a significant gap between human reasoning and machine-driven proofs. Existing language models specialized for generating tactics in formal mathematics often fail to leverage the benefits of thought augmentation fully.

Automation 110

Automation AI AI Artificial Intelligence 110

Marktechpost

JULY 20, 2024

Language models (LMs) face significant challenges related to privacy and copyright concerns due to their training on vast amounts of text data. The inadvertent inclusion of private and copyrighted content in training datasets has led to legal and ethical issues, including copyright lawsuits and compliance requirements with regulations like GDPR. Data owners increasingly demand the removal of their data from trained models, highlighting the need for effective machine unlearning techniques.

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Large Language Models Algorithm AI AI 105

Marktechpost

JULY 20, 2024

Recently, diffusion models have become powerful tools in various fields, like image and 3D object generation. Their success comes from their ability to handle denoising tasks with different types of noise, efficiently turning random noise into the target data distribution through repeated denoising steps. Using Transformer-based structures, it has been shown that adding more parameters usually improves performance.

NLP 105

NLP ML AI AI 105

Marktechpost

JULY 20, 2024

High-dimensional clinical data (HDCD) refers to datasets in healthcare where the number of variables (or features) is significantly larger than the number of patients (or observations). As the number of variables increases, the data space grows exponentially, requiring substantial computational resources that make it difficult to process and analyze.

AI 105

AI AI ML Artificial Intelligence 105

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AI

Marktechpost

JULY 20, 2024

Instruction-tuned LLMs can handle various tasks using natural language instructions, but their performance is sensitive to how instructions are phrased. This issue is critical in healthcare, where clinicians, who may need to be more skilled, prompt engineers, need reliable outputs. The robustness of LLMs to variations in clinical task instructions is thus questioned.

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Prompt Engineer Prompt Engineering LLM ML 105

Marktechpost

JULY 20, 2024

Evaluating large language models (LLMs) has become increasingly challenging due to their complexity and versatility. Ensuring the reliability and quality of these models’ outputs is crucial for advancing AI technologies and applications. Researchers need help developing reliable evaluation methods to assess the accuracy and impartiality of LLMs’ outputs, given human evaluations’ subjective, inconsistent, and costly nature.

LLM 103

LLM Large Language Models AI AI 103

Marktechpost

JULY 20, 2024

As LLMs become increasingly integral to various AI tasks, their massive parameter sizes lead to high memory requirements and bandwidth consumption. While quantization-aware training (QAT) offers a potential solution by allowing models to operate with lower-bit representations, existing methods often require extensive training resources, making them impractical for large models.

Machine Learning 104

Machine Learning Large Language Models Natural Language Processing Artificial Intelligence 104

Marktechpost

JULY 20, 2024

Using offline web apps and AI apps often comes with challenges. Users typically need to navigate multiple steps to get an app running. These steps can be confusing and time-consuming, especially for those who are not tech-savvy. Additionally, managing and customizing these apps often requires manual editing of files, making the process even more cumbersome.

Automation 105

Automation AI AI Algorithm 105

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

AI