September, 2023

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5 Free Data Science Projects With Solutions

Analytics Vidhya

Introduction Are you eager to dive into data science and sharpen your skills? Look no further! This article will explore five exciting data science projects with step-by-step solutions. Whether you’re a novice looking to learn or an experienced data enthusiast seeking to expand your portfolio, these hands-on free data science projects will empower you to […] The post 5 Free Data Science Projects With Solutions appeared first on Analytics Vidhya.

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Breaking Down Deloitte’s “Generative AI Dossier”

Unite.AI

In recent years, the realm of artificial intelligence has witnessed an evolutionary leap with the advent of Generative AI. Characterized by its ability to produce novel outputs, be it text, images, or even code, Generative AI isn't just another tech trend – it's rapidly shaping the way businesses think, operate, and innovate. At the forefront of this transformative wave is Deloitte, with its freshly unveiled report, “ The Generative AI Dossier.” A comprehensive exploration into the m

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Generative AI: Meet your partner in customer service

IBM Journey to AI blog

Brands that deliver an excellent customer experience (CX) will always be more resilient than those that don’t. Giving our customers personalized support at every stage of their journey is proven to earn their longtime loyalty—and keep them from switching to a competitor. The challenge, however, is that many teams operate in siloes that inhibit them from applying their customer insights in meaningful ways.

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Cyber Security & Cloud Expo: The alarming potential of AI-powered cybercrime

AI News

In a packed session at Cyber Security & Cloud Expo Europe , Raviv Raz, Cloud Security Manager at ING , turned the spotlight away from traditional security threats and delved into the world of AI-powered cybercrime. Raz shared insights from his extensive career, including his tenure as technical director for a web application firewall company. This role exposed him to the rise of the “Cyber Dragon” and Chinese cyberattacks, inspiring him to explore the offensive side of cybersecur

Big Data 332
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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.

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What is Residual Vector Quantization?

AssemblyAI

Data compression plays a pivotal role in today’s digital world, facilitating efficient storage and transmission of information. As over 80% of internet traffic today is due to audio and video streaming, developing more efficient data compression can have a considerable impact – with cost reductions and significant improvements in the web's overall energy and carbon footprint.

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Machine Learning Experiment Tracking Using MLflow

Analytics Vidhya

Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated. This can result in many problems for data scientists, such as: Given the above challenges, […] The post Machine Learning Experiment Tracking Using MLflow appeared first on Analytics Vidhya.

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AI Chatbots Grapple with Linguistic Understanding

Unite.AI

The advent of artificial intelligence (AI) chatbots has reshaped conversational experiences, bringing forth advancements that seem to parallel human understanding and usage of language. These chatbots, fueled by substantial language models, are becoming adept at navigating the complexities of human interaction. However, a recent study has brought to light the persistent vulnerability of these models in distinguishing natural language from nonsense.

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Mainframe and the cloud? It’s easy with open source

IBM Journey to AI blog

This is part four in a five-part series on mainframe modernization. The secret to mainstreaming the mainframe into today’s modern, cloud-centric IT environments is to make the experience of working with the mainframe like the experience of working off the mainframe—especially the developer experience (DX). Historically, working on the mainframe was an entirely different experience from the distributed world.

DevOps 333
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UK’s AI ecosystem to hit £2.4T by 2027, third in global race

AI News

Projections released by the newly launched Global AI Ecosystem open-source knowledge platform indicate that the UK’s AI sector is set to skyrocket from £1.36 trillion ($1.7 trillion) to £2.4 trillion ($3 trillion) by 2027. The findings suggest the UK is set to remain Europe’s AI leader and secure third place in the global AI race behind the US and China.

Big Data 328
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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.

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How DALL-E 2 Actually Works

AssemblyAI

DALL-E 3 OpenAI has recently announced DALL-E 3, the successor to DALL-E 2. For information on what DALL-E 3 is, how it works, and the differences between DALL-E 3 and DALL-E 2, jump down to this section. OpenAI's groundbreaking model DALL-E 2 hit the scene at the beginning of the month, setting a new bar for image generation and manipulation. With only a short text prompt, DALL-E 2 can generate completely new images that combine distinct and unrelated objects in semantically plausible ways

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Etiquette Lessons for AI

Cassie Kozyrkov

How to build machines with good manners Continue reading on The Startup »

AI 264
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Mastering Transfer Learning: A Rock-Paper-Scissors Case Study

Analytics Vidhya

Introduction In the world of artificial intelligence, imagine a learning technique that enables machines to build upon their existing knowledge and tackle new challenges with expertise. This unique technique is called transfer learning. In recent years, we’ve witnessed an expansion in the capabilities and applications of generative models. We can use transfer learning to simplify […] The post Mastering Transfer Learning: A Rock-Paper-Scissors Case Study appeared first on Analytics Vi

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Navigating the AI Gold Rush: Unveiling the Hidden Costs of Technical Debt in Enterprise Ventures

Unite.AI

Over the past year, artificial intelligence has captured the attention of enterprise leaders, prompting them to hasten their investments in AI companies or expedite the introduction of their own products in order to catch up. However, in the rush to join this new era of technological advancement, organizations who are new to AI may not be considering one important factor that should be top of mind when investing or creating new AI products: technical debt.

AI 354
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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.

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Data is essential: Building an effective generative AI marketing strategy

IBM Journey to AI blog

Generative AI is powering a new world of creative, customized communications, allowing marketing teams to deliver greater personalization at scale and meet today’s high customer expectations. The potential of this powerful new tool spans the entire end-to-end marketing process, from internal communications and productivity to customer-facing channels and product support.

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UK government outlines AI Safety Summit plans

AI News

The UK government has announced plans for the global AI Safety Summit on 1-2 November 2023. The major event – set to be held at Bletchley Park, home of Alan Turing and other Allied codebreakers during the Second World War – aims to address the pressing challenges and opportunities presented by AI development on both national and international scales.

Big Data 325
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8 Ways Automatic Speech Recognition Can Increase Efficiency For Your Business

AssemblyAI

Most businesses have no shortage of audio and video content. Consider the recorded calls from a call center, the videos of the sales team with potential clients, or the weekly podcast your marketing team produces. While this content offers a gold mine of data, this information often goes to the wayside. It would take weeks to filter and categorize all of the information to identify common issues or patterns.

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Why Data Will Disappoint You

Cassie Kozyrkov

Data expectations haven’t caught up to data economics Continue reading on Medium »

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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

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A Beginners Guide to LLMOps For Machine Learning Engineering 

Analytics Vidhya

Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence. But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps. We have all heard of MLOps, but what is LLMOps? Well, it’s […] The post A Beginners Guide to LLMOps For Machine Learning Engineering appeared first on Analytics Vidhya.

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AI Is Supercharging the Capabilities of Security Cameras

Unite.AI

When you hear about security today, it’s often about cybersecurity — especially when AI’s involved. Still, the need for physical protection hasn’t gone away, and AI can improve this side of safety, too. AI security cameras are revolutionizing surveillance for both consumers and businesses. Video doorbells and other smart cameras are some of the most popular smart home devices.

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Generative AI as a catalyst for change in the telecommunications industry

IBM Journey to AI blog

Generative artificial intelligence (AI) burst into the mainstream in 2023, lighting a fire under businesses to integrate enterprise-grade versions into their processes. By 2024, 60% of C-suite executives are planning to pilot or operate generative AI in some way, indicating that generative AI’s public-facing platforms have awakened the world to its groundbreaking capabilities For Communications Service Providers (CSPs) and Network Equipment Providers (NEPs), in particular, generative AI ho

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Amazon invests $4B in Anthropic to boost AI capabilities

AI News

Amazon has announced an investment of up to $4 billion into Anthropic , an emerging AI startup renowned for its innovative Claude chatbot. Anthropic was founded by siblings Dario and Daniela Amodei, who were previously associated with OpenAI. This latest investment signifies Amazon’s strategic move to bolster its presence in the ever-intensifying AI arena.

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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.

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What AI Music Generators Can Do (And How They Do It)

AssemblyAI

Over the past few years, we've witnessed increasing advancements in AI-powered music generation. Still, these improvements appeared far from the fast-paced progress observed in the image and text domain. Last year’s emergence of user-friendly interfaces for models like DALL-E 2 or Stable Diffusion for images and ChatGPT for text generation was key to boost the world’s attention to generative AI.

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AI Bias: Good intentions can lead to nasty results

Cassie Kozyrkov

Why fairness through unawareness is a pretty idea with ugly consequences Continue reading on Medium »

AI 246
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How to Become a Supply Chain Analyst in 2023?

Analytics Vidhya

Introduction In a world where laptops travel thousands of miles before reaching your doorstep and your favorite restaurant’s secret ingredient arrives from afar, the global supply chain orchestrates this intricate dance of goods and services. The supply chain analysts emerge as the unsung heroes, navigating these challenges to ensure products reach consumers seamlessly.

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AI Drives Improved Supply Chain Sustainability

Unite.AI

Artificial intelligence (AI) offers multiple avenues for improving supply chain sustainability. Integrating AI into supply chain management can result in optimized operations, reduced waste, better demand forecasting and more environmentally friendly practices. Here's how AI is driving supply chain sustainability. 1. Demand Forecasting Traditional forecasting methods can lead to overproduction or underproduction, which are unsustainable in the long run.

AI 345
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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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IBM TechXchange underscores the importance of AI skilling and partner innovation

IBM Journey to AI blog

Generative AI and large language models are poised to impact how we all access and use information. But as organizations race to adopt these new technologies for business, it requires a global ecosystem of partners with industry expertise to identify the right enterprise use-cases for AI and the technical skills to implement the technology. During TechXchange , IBM’s premier technical learning event in Las Vegas last week, IBM Partner Plus members including our Strategic Partners, reseller

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Twilio Segment: Transforming customer experiences with AI

AI News

AI News caught up with Hema Thanki, EMEA Senior Product Marketing Manager for Twilio Segment , to discuss how the company is using AI to transform customer engagement and personalisation. AI is fundamentally reshaping customer engagement and personalisation by enabling businesses to deliver tailored experiences and responses to individual customer preferences on a large scale.

Big Data 315
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Retrieval Augmented Generation on audio data with LangChain

AssemblyAI

Retrieval Augmented Generation (RAG) is a method to augment the relevance and transparency of Large Language Model (LLM) responses. In this approach, the LLM query retrieves relevant documents from a database and passes these into the LLM as additional context. RAG therefore helps improve the relevancy of responses by including pertinent information in the context, and also improves transparency by letting the LLM reference and cite source documents.

Metadata 246