Mon.Apr 22, 2024

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Language Translation Using LSTM

Analytics Vidhya

Introduction In natural language processing (NLP), it is important to understand and effectively process sequential data. Long Short-Term Memory (LSTM) models have emerged as a powerful tool for tackling this challenge. They offer the capability to capture both short-term nuances and long-term dependencies within sequences. Before delving into the intricacies of LSTM language translation models, […] The post Language Translation Using LSTM appeared first on Analytics Vidhya.

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Microsoft to forge AI partnerships with South Korean tech leaders

AI News

Microsoft is set to host top executives from South Korea’s leading technology firms next month to strengthen its AI partnerships. The high-level meeting, dubbed the MS CEO Summit 2024, will be held on 14 May 2024 and feature Microsoft’s founder Bill Gates and Chairman and CEO Satya Nadella. They will engage in closed-door discussions with Kyung Kye-hyun of Samsung, Kwak Noh-jung of SK Hynix, Cho Joo-wan of LG Electronics, and Ryu Young-sang of SK Telecom.

Big Data 250
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How to Run Llama 3 Locally?

Analytics Vidhya

Introduction Discover the latest milestone in AI language models with Meta’s Llama 3 family. From advancements like increased vocabulary sizes to practical implementations using open-source tools, this article dives into the technical details and benchmarks of Llama 3. Learn how to deploy and run these models locally, unlocking their potential within consumer hardware.

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Separation of Concerns: Achieving Breakthrough Synergy in Decision Management

Unite.AI

At its core, software is written to automate functions – fundamentally that is through workflow that orchestrates over actions. The most essential action within software that affects business outcomes are business decisions. But oftentimes, the employee who initially established the guiding rules for a software decision will eventually leave the company – only for their replacement to tweak the criteria and alter the code accordingly.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Samsung Unveils Fastest-Ever DRAM Chip for AI Applications

Analytics Vidhya

Samsung Electronics has introduced a revolutionary LPDDR5X DRAM chip, heralding a new era in artificial intelligence (AI) applications. This chip boasts unparalleled speed, capacity, and power efficiency, setting a new standard for on-device AI processing. Let’s find out more about this latest innovation from Samsung. Also Read: Meta Unveils Its Best AI Chip Yet Technological […] The post Samsung Unveils Fastest-Ever DRAM Chip for AI Applications appeared first on Analytics Vidhya.

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Best Online Microsoft Azure Certification

Analytics Vidhya

Introduction Looking to boost your career in cloud computing? Microsoft Azure certifications are the way to go! In today’s digital era, businesses are rapidly adopting cloud solutions, and Azure is at the forefront of this transformation. Whether you’re a seasoned IT professional or just starting out, getting certified in Azure can open up a world […] The post Best Online Microsoft Azure Certification appeared first on Analytics Vidhya.

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AI this Earth Day: Top opportunities to advance sustainability initiatives

IBM Journey to AI blog

This Earth Day, we are calling for action to conserve our scarcest resource: the planet. To drive real change, it’s crucial for individuals, industries, organizations and governments to work together, using data and technology to uncover new opportunities that will help advance sustainability initiatives across the globe. The world is behind on addressing climate change.

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Google’s TransformerFAM: A Breakthrough in Long-Context Processing

Analytics Vidhya

Google researchers have unveiled TransformerFAM, a novel architecture set to revolutionize long-context processing in large language models (LLMs). By integrating a feedback loop mechanism, TransformerFAM promises to enhance the network’s ability to handle infinitely long sequences. This addresses the limitations posed by quadratic attention complexity.

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Transforming Telehealth: How AI-Powered Virtual Consultations and Remote Monitoring Are Shaping the Future of Healthcare

Unite.AI

As technology reshapes various industries, healthcare is undergoing some of the most significant transformations. Originally developed to monitor astronauts' health in space, telehealth has emerged as a crucial healthcare tool, particularly during the COVID-19 pandemic. This development has now entered a new phase with the integration of Artificial Intelligence (AI).

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Let the Prompt Battle Begin #11

Analytics Vidhya

Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #11 appeared first on Analytics Vidhya.

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Deployable architecture on IBM Cloud: Simplifying system deployment

IBM Journey to AI blog

Deployable architecture (DA) refers to a specific design pattern or approach that allows an application or system to be easily deployed and managed across various environments. A deployable architecture involves components, modules and dependencies in a way that allows for seamless deployment and makes it easy for developers and operations teams to quickly deploy new features and updates to the system, without requiring extensive manual intervention.

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Salary Trends in GenAI – One of the Lucrative Jobs in the 21st Century

Analytics Vidhya

Introduction The birth of AI in the 1950s, its maturation in the 1960s, and the boom in the 1980s have resulted in today’s GenAI era—a generation witnessing the culmination of decades of innovation, laying the foundation for unprecedented advancements in technology, society, and beyond. GenAI, a subset of artificial intelligence, is known for increased efficiency, […] The post Salary Trends in GenAI – One of the Lucrative Jobs in the 21st Century appeared first on Analytics Vidhya.

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Real-world usage of LLMs in Journalism

Ehud Reiter

I see a lot of claims that generative AI is super-fantastic and will “change everything”; I also see claims that generative AI is either useless or disastrous. For what its worth, my opinion is that its a very useful tech which will have a real impact on productivity and quality of life, but its not going to “change everything” or destroy civilisation.

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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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Microsoft’s New AI Model Made Mona Lisa Sing!

Analytics Vidhya

Microsoft has recently introduced VASA-1, an innovative AI model that breathes life into still images by animating them with lifelike talking faces. A demo video created using this model, showing Mona Lisa rapping, has gone viral, sparking excitement among the masses. However, this new technology has also raised concerns due to its potential applications and […] The post Microsoft’s New AI Model Made Mona Lisa Sing!

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Climate Tech Startups Integrate NVIDIA AI for Sustainability Applications

NVIDIA

Whether they’re monitoring miniscule insects or delivering insights from satellites in space, NVIDIA-accelerated startups are making every day Earth Day. Sustainable Futures, an initiative within the NVIDIA Inception program for cutting-edge startups, is supporting 750+ companies globally focused on agriculture, carbon capture, clean energy, climate and weather, environmental analysis, green computing, sustainable infrastructure and waste management.

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Exploring Vanishing and Exploding Gradients in Neural Networks

Analytics Vidhya

Introduction Deep learning is a fascinating field that explores the mysteries of gradients and their impact on neural networks. This journey delves into the depth of gradient descent, activation function anomalies, and weight initialization. Solutions like ReLU activation and gradient clipping promise to revolutionize deep learning, unlocking secrets for training success.

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Tencent AI Lab Developed AlphaLLM: A Novel Machine Learning Framework for Self-Improving Language Models

Marktechpost

Large Language Models (LLMs) stand out for their ability to parse and generate human-like text across various applications. These models have become integral to technologies that automate and enhance text-based tasks. Despite their advanced capabilities, modern LLMs face significant challenges in scenarios requiring intricate reasoning and strategic planning.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Free Course on Business Analytics

Analytics Vidhya

Introduction In the data-driven world of today, understanding business analytics is like having a supermachine in your professional toolbox. It involves more than just crunching numbers — it involves uncovering insights that can change the game and propel success. That’s why business analysts are in high demand. But the question is “How to become a […] The post Free Course on Business Analytics appeared first on Analytics Vidhya.

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Use the moment-ratio diagram to visualize the sampling distribution of skewness and kurtosis

SAS Software

The moment-ratio diagram is a tool that is useful when choosing a distribution that models a sample of univariate data. As I show in my book (Simulating Data with SAS, Wicklin, 2013), you first plot the skewness and kurtosis of the sample on the moment-ratio diagram to see what common [.] The post Use the moment-ratio diagram to visualize the sampling distribution of skewness and kurtosis appeared first on SAS Blogs.

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Microsoft’s VASA-1 Makes Fake Look Like Real

Analytics Vidhya

Introduction In multimedia and communication, the human face is not just a visage but a dynamic canvas, where every subtle movement and expression can articulate emotions, convey unspoken messages, and foster empathetic connections. VASA-1, the premiere model introduced in this work, is a framework for generating realistic talking faces with appealing visual affective skills (VAS) […] The post Microsoft’s VASA-1 Makes Fake Look Like Real appeared first on Analytics Vidhya.

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Some Analysts Question Nvidia's Long-Term Dominance in AI

Extreme Tech

The company's AI accelerators' high pricing and power consumption have led to some analysts questioning if Nvidia's strategy is sustainable.

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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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Restoring Bahamas’ Seas: CBS Mornings Spotlights Skylight’s Support

Allen AI

Through a mix of innovative partnerships and Skylight’s AI, learn how the country is protecting its ocean life. WildAid’s Gregg Casad shows CBS’ Ben Tracy how Skylight is being used in the Bahamas. As the world celebrates Earth Day, a new CBS Mornings segment shines a spotlight on how our Skylight team is supporting organizations in the Bahamas in their efforts to restore the health of their seas.

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OpenBezoar: A Family of Small, Cost-Effective, and Open-Source AI Models Trained on Mixed Instruction Data

Marktechpost

The recent success of instruction fine-tuning of pre-trained Large Language Models (LLMs) for downstream tasks has attracted significant interest in the Artificial Intelligence (AI) community. This is because it allows models to be aligned with human tastes. In order to guarantee that these refined models appropriately represent human preferences, methods such as Direct Preference Optimisation (DPO) and Reinforcement Learning from Human Feedback (RLHF) have been developed.

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Algorithmic Bias in Facial Recognition Technologies

Towards AI

Last Updated on April 25, 2024 by Editorial Team Author(s): Nimit Bhardwaj Originally published on Towards AI. Algorithmic Bias in Facial Recognition Technologies Exploring how facial recognition systems can perpetuate biases. Facial recognition (FR) technologies have become an increasingly common AI used in our day-to-day lives. Simply put this refers to technologies that can identify or group individuals from image frames — both still and video [1].

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5 smart cities at the intersection of sustainability and technology

SAS Software

Urbanization is rapidly accelerating, allowing communities to grow with more access to services and technological advancements. However, this quick change in growth can present challenges as well, such as pollution and lack of infrastructure. Smart cities can support urbanization by offering innovative solutions with artificial intelligence (AI), the Internet of [.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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This AI Paper Proposes a Pipeline for Improving Imitation Learning Performance with a Small Human Demonstration Budget

Marktechpost

The practical application of robotic technology in automatic assembly processes holds immense value. However, traditional robotic systems have struggled to adapt to the demands of production environments characterized by high-mix, low-volume manufacturing. Robotic learning presents a potential solution to this challenge by enabling robots to acquire assembly skills through demonstration rather than scripted trajectories, thus enhancing adaptability and flexibility.

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Upstage Bags $72m For LLM + Doc AI Projects

Artificial Lawyer

Upstage, which has its roots in South Korea, but has expanded into the US and has a base in California, has bagged $72m in a Series B round.

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Behind AI #10: Automate 4 Boring Tasks in Python with 5 Lines of Code

Artificial Corner

Think of the most boring task you’ve ever done at work. Chances are, you can automate it with Python. You only need to open your favorite text editor and start writing code. However, you might struggle to automate some tasks more than others and end up wasting more time. What most people don’t know, however, is that there are less-known libraries that take care of the hardest part of the automation, so you only need to write a few lines of code to get the job done.