Sat.Mar 30, 2024 - Fri.Apr 05, 2024

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Top 40 Python Libraries for AI, ML and Data Science

Analytics Vidhya

Introduction Python is the magic key to building adaptable machines! Known for its beginner-friendliness, you can dive into AI without complex code. Python’s superpower? A massive community with libraries for machine learning, sleek app development, data analysis, cybersecurity, and more. This flexible language has you covered for all things AI and beyond.

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Google Faces Significant Challenges and Competition as It Considers Charging for AI Search

Unite.AI

For years, Google has dominated the online search market, with its search engine serving as the primary tool for billions of users seeking information on the web. However, the rise of AI-powered search competitors and Chatbots, such as OpenAI's ChatGPT and Perplexity AI , has begun to pose a significant threat to Google's long-standing supremacy. These emerging platforms leverage advanced natural language processing (NLP) and machine learning technologies to provide users with more sophisticated

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Why data quality is critical for marketing in the age of GenAI

AI News

A recent survey reveals that CMOs around the world are optimistic and confident about GenAI’s future ability to enhance productivity and create competitive advantage. Seventy per cent are already using GenAI and 19 per cent are testing it. And the main areas they’re exploring are personalisation (67%), content creation (49%) and market segmentation (41%).

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Using generative AI to accelerate product innovation

IBM Journey to AI blog

Generative artificial intelligence (GenAI) can be a powerful tool for driving product innovation, if used in the right ways. We’ll discuss select high-impact product use cases that demonstrate the potential of AI to revolutionize the way we develop, market and deliver products to customers. Stacking strong data management, predictive analytics and GenAI is foundational to taking your product organization to the next level. 1.

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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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Top 7 Artificial Intelligence (AI) Internships for Freshers

Analytics Vidhya

Introduction In the rapidly evolving field of artificial intelligence (AI), where technology is developing at a dizzying rate and innovation is shaping the future, internships become essential entry points for future professionals. By bridging the gap between academic knowledge and practical application, these immersive learning activities offer priceless insights, skills, and networking possibilities.

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Build Audio LLM Apps with AssemblyAI

AssemblyAI

Hey 👋, this weekly update contains the latest info on our new product features, tutorials, and our community LeMUR Cookbooks: Build Audio LLM Apps LeMUR  is the easiest way to code applications that apply LLMs to speech. In just a few lines of code, you can  search ,  summarize ,  ask questions , and  generate text  across your audio and video data.

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The convergence of HPC and AI: Driving innovation at speed  

IBM Journey to AI blog

In today’s rapidly changing landscape, delivering higher-quality products to the market faster is essential for success. Many industries rely on high-performance computing (HPC) to achieve this goal. Enterprises are increasingly turning to generative artificial intelligence (gen AI) to drive operational efficiencies, accelerate business decisions and foster growth.

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Guide to Fine-tuning Gemini for Masking PII Data

Analytics Vidhya

Introduction With the advent of Large Language Models (LLMs), they have permeated numerous applications, supplanting smaller transformer models like BERT or Rule Based Models in many Natural Language Processing (NLP) tasks. LLMs are versatile, capable of handling tasks such as Text Classification, Summarization, Sentiment Analysis, and Topic Modelling, owing to their extensive pre-training.

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From Static Slides to Smart Speeches: The Rise of AI-Powered Presentations

Unite.AI

In the age of information overload, capturing and keeping an audience's attention is a challenge. Public speaking is undergoing a revolution, and at the forefront is artificial intelligence (AI). From crafting compelling content to analyzing delivery, AI is transforming the way we present information. This blog post dives into the exciting future of presentations, exploring how AI is empowering speakers to create impactful and engaging experiences for their audiences.

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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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Transcribe an audio file with Universal-1 using Go

AssemblyAI

We recently announced our latest speech model, Universal-1, which sets a new standard for speech-to-text accuracy. Trained on millions of hours of audio data, Universal-1 demonstrates near-human accuracy, even with accented speech, background noise, and difficult phrases like flight numbers and email addresses. Universal-1 is also an order of magnitude faster than our previous model, Conformer-2 , and supports English, Spanish, French, and German, with more languages coming shortly.

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Exploring architectural choices: Options for running IBM TRIRIGA Application Suite on AWS with Red Hat OpenShift

IBM Journey to AI blog

IBM ® TRIRIGA ® Application Suite (TAS) is a market-leading  integrated workplace management system for organizations managing their facility portfolios and assets throughout their lifecycle efficiently. It helps organizations optimize their workplace experience , facility resource scheduling, facility strategic planning, lease accounting and asset disposal, and manage their transactions, capital projects , space , facility maintenance and facility sustainability.

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Cohere Launches Command R+ on Azure, Leading the Way in Enterprise AI

Analytics Vidhya

Cohere, a leading provider of enterprise-grade AI solutions, has chosen Microsoft Azure as the launch platform for its new large language model (LLM), Command R+. This decision, despite a long-standing partnership with Oracle, marks a significant shift in Cohere’s approach to cloud deployment. Let’s explore the features and implications of this new model.

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Beyond Generative AI: Building a Comprehensive and Scalable Digital Infrastructure

Unite.AI

Hardly a day goes by when Generative AI (GenAI) doesn’t dominate the business media headlines. In the last 12 months, it has become ubiquitous in business strategy and organizations across industries are increasingly investing in GenAI solutions. Google Trends data visualizes GenAI’s rise to the center of business relevance since 2022, peaking in June 2023.

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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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A Builder's Guide to Evals for LLM-based Applications

Eugene Yan

Evals for classification, summarization, translation, copyright regurgitation, and toxicity.

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The winning combination for real-time insights: Messaging and event-driven architecture

IBM Journey to AI blog

In today’s fast-paced digital economy, businesses are fighting to stay ahead and devise new ways to streamline operations, enhance responsiveness and work with real-time insights. We are now in an era defined by being proactive, rather than reactive. In order to stay ahead, businesses need to enable proactive decision making—and this stems from building an IT infrastructure that provides the foundation for the availability of real-time data.

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Difference Between == and is Operator in Python

Analytics Vidhya

Introduction In Python, the == and is operators are often used for comparison by programmers. Although they might seem similar at first glance, they are understood to operate differently, and their differences are considered important for anyone coding in Python to grasp. We will discuss in this article how each of these operators function and […] The post Difference Between == and is Operator in Python appeared first on Analytics Vidhya.

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GPU Data Centers Strain Power Grids: Balancing AI Innovation and Energy Consumption

Unite.AI

In today's era of rapid technological advancement, Artificial Intelligence (AI) applications have become ubiquitous, profoundly impacting various aspects of human life, from natural language processing to autonomous vehicles. However, this progress has significantly increased the energy demands of data centers powering these AI workloads. Extensive AI tasks have transformed data centers from mere storage and processing hubs into facilities for training neural networks , running simulations, and

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How to Improve Email Deliverability and Optimize Each Send

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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Planning your solar eclipse journey with network analytics

SAS Software

Authors: Steven Harenberg and Amy Becker The total solar eclipse taking place across a thin band of the United States on April 8, 2024, is going to be a stellar event. In this post, we will help plan a journey to see the total solar eclipse. We will use algorithms [.] The post Planning your solar eclipse journey with network analytics appeared first on SAS Blogs.

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Accelerate hybrid cloud transformation through IBM Cloud for Financial Service Validation Program

IBM Journey to AI blog

The cloud represents a strategic tool to enable digital transformation for financial institutions As the banking and other regulated industry continues to shift toward a digital-first approach, financial entities are eager to use the benefits of digital disruption. Lots of innovation is happening, with new technologies emerging in areas such as data and AI, payments, cybersecurity and risk management, to name a few.

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Apple Launches ReALM Model that Outperforms GPT-4

Analytics Vidhya

Apple researchers have unveiled ReALM, an innovative AI system designed to enhance voice assistants‘ understanding of on-screen content and context. The AI enables more natural interactions with devices by converting visual elements into text, thereby transforming user experience. Let us explore this new technology and also find out how it compares with existing models such […] The post Apple Launches ReALM Model that Outperforms GPT-4 appeared first on Analytics Vidhya.

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Modular Open-Sources Mojo: The Programming Language that Turns Python into a Beast

Marktechpost

In the rapidly evolving world of technology and artificial intelligence, a new development has emerged that promises to impact the Python and AI communities significantly. Modular, a pioneering tech firm, has announced the open-sourcing of Mojo , a programming language designed to enhance Python’s capabilities, allowing developers to write code that scales “all the way down to metal code.” This move is set to transform Python programming, offering unprecedented speed and effici

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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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The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs

Explosion

With the latest advancements in NLP and LLMs, and big companies like OpenAI dominating the space, many people wonder: Are we heading further into a black box era with larger and larger models, obscured behind APIs controlled by big tech monopolies?

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NVIDIA Ranked by Fortune at No. 3 on ‘100 Best Companies to Work For’ List

NVIDIA

NVIDIA jumped to No. 3 on the latest list of America’s 100 Best Companies to Work For by Fortune magazine and Great Place to Work. It’s the company’s eighth consecutive year and highest ranking yet on the widely followed list, published today, which more than a thousand businesses vie to land on. NVIDIA ranked sixth last year. “Since the COVID pandemic, employees are increasingly prioritizing work-life balance, mission alignment and empathetic workplaces,” Fortune wrote, with hotelier Hilton tak

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All of the Python Keywords You Need to Know

Analytics Vidhya

Introduction Programmers often prefer Python due to its easy-to-read syntax and friendliness towards beginners. However, hiding underneath is a strong word collection that controls how your code works: keywords. These specific words are important in the Python interpreter, serving as the foundational elements for developing strong programs. As bricks build a house, keywords are the […] The post All of the Python Keywords You Need to Know appeared first on Analytics Vidhya.

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Teaching SOLAR to Shine: How Upstage AI’s sDPO Aligns Language Models with Human Values

Marktechpost

Have you ever wondered what it would be like to have a super-intelligent AI assistant who not only has vast knowledge but also understands and respects your values, ethics, and preferences? A team of researchers may have cracked the code on making this sci-fi fantasy a reality. Imagine having an AI companion that is extremely capable, yet operates with the same moral compass as you.

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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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Artificial Lawyer is Back – From April 10

Artificial Lawyer

Hi everyone, I have an announcement to make. As promised, I am returning from my sabbatical and Artificial Lawyer will be back to regular publishing from Wednesday, April 10.

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Coming Up ACEs: Decoding the AI Technology That’s Enhancing Games With Realistic Digital Humans

NVIDIA

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible, and which showcases new hardware, software, tools and accelerations for RTX PC users. Digital characters are leveling up. Non-playable characters often play a crucial role in video game storytelling, but since they’re usually designed with a fixed purpose, they can get repetitive and boring — especially in vast worlds where there are thousands.

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Top 10 Free Generative AI Courses

Analytics Vidhya

Explore the revolutionary field of Generative AI by enrolling in one of our top ten carefully chosen courses! These courses aim to spark your interest and provide you with the knowledge and abilities required to make innovative contributions in the field of artificial intelligence. Topics range from comprehending the fundamentals of Generative Adversarial Networks (GANs) […] The post Top 10 Free Generative AI Courses appeared first on Analytics Vidhya.