Fri.Apr 26, 2024

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Mastering Decoder-Only Transformer: A Comprehensive Guide

Analytics Vidhya

Introduction In this blog post, we will explore the Decoder-Only Transformer architecture, which is a variation of the Transformer model primarily used for tasks like language translation and text generation. The Decoder-Only Transformer consists of several blocks stacked together, each containing key components such as masked multi-head self-attention and feed-forward transformations.

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Newsletter #33: Make.com Speech AI Integration and Streaming STT Updates

AssemblyAI

Hey 👋, this weekly update contains the latest info on our new product features, tutorials, and our community. Join Us On Discord 🚀 Speech AI Automation with AssemblyAI & Make.com We've launched our  integration with Make.com , which enables users to use AssemblyAI's Speech AI in another popular low-code/no-code service.

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Top 9 Universities Offering GenAI Certification

Analytics Vidhya

Introduction Fictional stories about artificial intelligence are no longer relevant. With the help of generative artificial intelligence (GenAI), which makes it possible to produce never-before-seen pictures, compelling narratives, and even inventive music, design, marketing, and entertainment are all experiencing drastic transformation. Whether you’re an aspiring AI artist or developer or trying to stay on top, […] The post Top 9 Universities Offering GenAI Certification appeared fi

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Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Unite.AI

The advancements in large language models have significantly accelerated the development of natural language processing , or NLP. The introduction of the transformer framework proved to be a milestone, facilitating the development of a new wave of language models, including OPT and BERT, which exhibit profound linguistic understanding. Furthermore, the inception of GPT, or Generative Pre-trained Transformer models, introduced a new paradigm with autoregressive modeling and established a robust m

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Code Like a Pro and Write SQL in Seconds with Snowflake Arctic

Analytics Vidhya

Introduction Snowflake Arctic represents a solution for enterprise AI, offering efficiency, openness, and a strong focus on enterprise intelligence. This new model is designed to push the boundaries of cost-effective training and transparency, making it a significant advancement in large language models. Let’s explore all about coding with Snowflake Arctic with this post.

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Top 10 Programming Languages in 2024

Analytics Vidhya

Introduction With technology changing all the time, learning the most useful programming languages is super important. Today’s digital world moves really fast, being a skilled coder with the right programming language can give you wings to fly in this digital world or it can give you a big advantage and open doors to cool jobs […] The post Top 10 Programming Languages in 2024 appeared first on Analytics Vidhya.

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SenseTime from China Launched SenseNova 5.0: Unleashing High-Speed, Low-Cost Large-Scale Modeling, Challenging GPT-4 Turbo’s Performance

Marktechpost

Artificial intelligence continues evolving, pushing data processing and computational efficiency boundaries. A standout development in this space is the emergence of large-scale AI models that are not just expansive but also uniquely capable of handling complex datasets and multi-faceted tasks with greater precision and speed. These models advance various technologies, from automated reasoning to complex problem-solving across multiple domains.

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Top 7 AI Healthcare Solution Providers

Analytics Vidhya

Introduction Artificial Intelligence technology is reshaping treatment, patient care and diagnosis in the healthcare industry. Precision medicine platforms and portable ultrasound equipment are examples of these technology. Healthcare professionals can now offer patients individualized, effective, and precise care because to developments in artificial intelligence.

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DeepMind Researchers Propose Naturalized Execution Tuning (NExT): A Self-Training Machine Learning Method that Drastically Improves the LLM’s Ability to Reason about Code Execution

Marktechpost

Understanding and reasoning about program execution is a critical skill for developers, often applied during tasks like debugging and code repair. Traditionally, developers simulate code execution mentally or through debugging tools to identify and fix errors. Despite their sophistication, large language models (LLMs) trained on code have struggled to grasp the deeper, semantic aspects of program execution beyond the superficial textual representation of code.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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New Chinese Model Outperforms GPT-4 Turbo!

Analytics Vidhya

SenseTime, a leading AI company based in China, has launched its latest model, SenseNova 5.0, marking a significant advancement in artificial intelligence. This new model has been shown to outperform many powerful large language models, including GPT-4 Turbo. Despite the lack of buzz surrounding its release, it looks promising in revolutionizing various industries with its […] The post New Chinese Model Outperforms GPT-4 Turbo!

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Enhancing Biomedical Named Entity Recognition with Dynamic Definition Augmentation: A Novel AI Approach to Improve Large Language Model Accuracy

Marktechpost

Biomedical research relies heavily on precisely identifying and classifying specialized terms from extensive textual data. This process, known as named entity recognition (NER), is fundamental for efficiently sorting and utilizing information within medical literature. Accurately extracting these entities from texts enables researchers and healthcare professionals to understand better and leverage data for medical advancements and patient care.

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Nvidia Acquires Run:ai to Boost AI Infrastructure Efficiency

Analytics Vidhya

Nvidia had recently acquired Run:ai, an Israeli startup specializing in AI workload management. This move underscores the increasing significance of Kubernetes in generative AI. Through this, Nvidia aims to address the challenges associated with GPU resource utilization in AI infrastructure. Let’s delve into the details of this acquisition and its implications for the AI and […] The post Nvidia Acquires Run:ai to Boost AI Infrastructure Efficiency appeared first on Analytics Vidhya.

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Revolutionizing Web Automation: AUTOCRAWLER’s Innovative Framework Enhances Efficiency and Adaptability in Dynamic Web Environments

Marktechpost

Web automation technologies are vital in streamlining complex tasks that traditionally require human intervention. These technologies automate actions within web-based platforms, enhancing efficiency and scalability across various digital operations. Traditionally, web automation relies heavily on scripts or software, known as wrappers, to extract data from websites.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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How Data Efficient GANs Generate Images of Cats and Dogs?

Analytics Vidhya

Introduction Generative adversarial networks are a popular framework for Image generation. In this article we’ll train Data-efficient GANs with Adaptive Discriminator Augmentation that addresses the challenge of limited training data. Adaptive Discriminator Augmentation dynamically adjusts data augmentation during GAN training, preventing discriminator overfitting and enhancing model generalization.

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CATS (Contextually Aware Thresholding for Sparsity): A Novel Machine Learning Framework for Inducing and Exploiting Activation Sparsity in LLMs

Marktechpost

Large Language Models (LLMs) have transformed numerous AI applications, but they come with high operational costs during inference phases due to the computational power they require. Efficiency in LLMs remains a primary challenge as their size and complexity increase. The key issue is the computational expense of running these models, particularly during the inference stage.

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Apple Introduces OpenELM: Open-Source AI Models for On-Device Processing

Analytics Vidhya

Apple has recently unveiled OpenELM, a family of open-source language models optimized for on-device processing. This model has been made open source, encouraging free usage and collaboration. Apple’s move towards transparency aims to empower developers and researchers while enhancing user privacy. Let’s find out more about this new release. Also Read: Apple Boosts AI Capabilities […] The post Apple Introduces OpenELM: Open-Source AI Models for On-Device Processing appeared first on

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LegalMation Offers AI-Generated Responses For Employment Claims

Artificial Lawyer

LegalMation has launched a demand letter response solution for employment claims, which it says no-one else has done before. Initially the California-based company will focus.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Integrating Large Language Models with Graph Machine Learning: A Comprehensive Review

Marktechpost

Graphs are important in representing complex relationships in various domains like social networks, knowledge graphs, and molecular discovery. Alongside topological structure, nodes often possess textual features providing context. Graph Machine Learning (Graph ML), especially Graph Neural Networks (GNNs), has emerged to effectively model such data, utilizing deep learning’s message-passing mechanism to capture high-order relationships.

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‘Legal Tech Market Will Be Worth $50bn by 2027…Because of GenAI’ – Gartner

Artificial Lawyer

Here is a statistic (wild guess…?) that will be in every legal tech company’s pitch deck to VCs from now on… ! Technology market analysts Gartner.

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Lenovo Announces World's First Laptop With LPCAMM2 DDR5x Memory Modules

Extreme Tech

The replacement of the ancient SO-DIMM standard has finally begun.

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Agiloft’s Evolutionary AI Journey – Andy Wishart Interview

Artificial Lawyer

In 2021/22 CLM funding news garnered multiple headlines. Today the buzz is a little quieter, but contract lifecycle management is arguably more relevant for corporates.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Exploring Model Training Platforms: Comparing Cloud, Central, Federated Learning, On-Device Machine Learning ML, and Other Techniques

Marktechpost

Different training platforms have emerged to cater to diverse needs and constraints in the rapidly evolving machine learning (ML) field. Explore key training platforms: Cloud, Central, Federated Learning, On-Device ML, and other emerging techniques, examining their strengths, use cases, and prospects. Cloud and Centralized Learning Cloud-based ML platforms leverage remote servers to handle extensive computations, making them suitable for tasks requiring significant computational power.

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Corals Evolved to Produce Light 540 Million Years Ago

Extreme Tech

Bioluminescence has existed for more than twice as long as previously believed.

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Neuromorphic Computing: Algorithms, Use Cases and Applications

Marktechpost

Neuromorphic computing represents a transformative approach to artificial intelligence, seeking to emulate the human brain’s neural structures and processing methods. This computing paradigm offers significant advancements in efficiency and performance for specific tasks, including those requiring real-time processing and low power consumption.

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Nvidia-backed AI Firm Launches Lifelike Avatars for Enterprise Users

Extreme Tech

Companies will be able to use Synthesia's AI-generated actors to create training videos, presentations, and other corporate materials.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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Reshape collections at your contact center with Level AI

LevelAI

The current economic climate paints a concerning picture. Rising living costs and inflation are straining household budgets. Reports show that credit card debt is at an all-time high of $930 billion, and delinquency rates are creeping up to 5%. With interest rates soaring, this number is likely to climb, presenting a unique challenge for collections agencies that need to recover credit while tightening their belts.

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The Rise of AI Robots Just Got Real

Artificial Corner

Image created with DALL-E 3 Recently, I was looking forward to starting a series to take a break from these hectic days we all too often experience. I stumbled upon "1923," a dramedy and western that portrays the hardships of that era, including Prohibition, droughts, and the early stages of the Great Depression. There was a particular scene that caught my attention.

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Top 50+ Data Analyst Interview Questions & Answers

Pickl AI

This comprehensive blog outlines vital aspects of Data Analyst interviews, offering insights into technical, behavioural, and industry-specific questions. It covers essential topics such as SQL queries, data visualization, statistical analysis, machine learning concepts, and data manipulation techniques. Additionally, it delves into case study questions, advanced technical topics, and scenario-based queries, highlighting the skills and knowledge required for success in data analytics roles.