Analytics Vidhya

SEPTEMBER 22, 2023

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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IBM Journey to AI blog

SEPTEMBER 21, 2023

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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Unite.AI

SEPTEMBER 21, 2023

The crossover between artificial intelligence (AI) and blockchain is a growing trend across various industries, such as finance, healthcare, cybersecurity, and supply chain. According to Fortune Business Insights, the global AI and blockchain market value is projected to grow to $930 million by 2027 , compared to $220.5 million in 2020. This union offers enhanced transparency, security, and decision-making, improving overall customer experience.

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AI News

SEPTEMBER 20, 2023

In a world where sensational headlines about AI and autonomous robots dominate the media landscape, a new report sheds light on a different narrative. The research, funded by the Nuffield Foundation , explores the nuanced impacts of AI adoption on jobs and work quality. Contrary to the doomsday predictions, the report suggests that AI could have a positive influence on employment and job quality.

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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.

Analytics Vidhya

SEPTEMBER 19, 2023

Marketing is a very dynamic sector where one really struggles to stay ahead of the curve. There is a compelling urge and a need to compete or beat business rivals to attain success. Maintaining success is as crucial as attaining it. ChatGPT can be your ticket to success, a gift of technology in today’s fast-paced, […] The post 15 Ways to Use ChatGPT for Marketing appeared first on Analytics Vidhya.

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Unite.AI

SEPTEMBER 19, 2023

In a significant move that aims to provide businesses with improved visibility into AI data pipelines, AccelData has announced its acquisition of Bewgle. This merger represents a strategic consolidation in the AI space, bringing together AccelData's prowess in data observability with Bewgle's expertise in feedback analytics. Bridging the Gap: Enhanced Data Observability Data has often been compared to the new oil, but just like crude oil, it needs refining before it's ready for consumption.

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Flipboard

SEPTEMBER 22, 2023

AI’s carbon footprint is no open-and-shut case, according to scientists from the University of California-Irvine and MIT, who published a paper earlier this year on the open access site arXiv.

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Analytics Vidhya

SEPTEMBER 20, 2023

Introduction Diffusion Models have gained significant attention recently, particularly in Natural Language Processing (NLP). Based on the concept of diffusing noise through data, these models have shown remarkable capabilities in various NLP tasks. In this article, we will delve deep into Diffusion Models, understand their underlying principles, and explore practical applications, advantages, computational considerations, relevance […] The post Exploring Diffusion Models in NLP Beyond GANs

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IBM Journey to AI blog

SEPTEMBER 20, 2023

Few technologies have taken the world by storm the way artificial intelligence (AI) has over the past few years. AI and its many use cases have become a topic of public discussion no longer relegated to tech experts. AI—generative AI, in particular—has tremendous potential to transform society as we know it for good, boost productivity and unlock trillions in economic value in the coming years.

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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?

Generative AI

Unite.AI

SEPTEMBER 21, 2023

In the rapidly evolving sphere of social media, Twitter (X) stands out as a platform where concise and impactful content reigns supreme. From brands to influencers, everyone is vying for engagement and visibility, necessitating a unique approach to content creation. ChatGPT, with its versatile capabilities, can assist in crafting high-quality and engaging Twitter content.

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Flipboard

SEPTEMBER 20, 2023

Scientific American is the essential guide to the most awe-inspiring advances in science and technology, explaining how they change our understanding of the world and shape our lives.

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Analytics Vidhya

SEPTEMBER 19, 2023

Introduction In today’s world, generative AI pushes the boundaries of creativity, enabling machines to craft human-like content. Yet, amidst this innovation lies a challenge – bias in AI-generated outputs. This article delves into “Bias Mitigation in Generative AI.” We’ll explore the types of bias, from cultural to gender, and understand the real-world impacts they can […] The post Bias Mitigation in Generative AI appeared first on Analytics Vidhya.

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Microsoft AI

SEPTEMBER 21, 2023

We are entering a new era of AI, one that is fundamentally changing how we relate to and benefit from technology. With the convergence of chat interfaces and large language models you can now ask for what you want in natural language and the technology is smart enough to answer, create it or take action.

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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.

LLM

Unite.AI

SEPTEMBER 17, 2023

Artificial Intelligence (AI) has often been regarded through the lens of neurology, simulating processes rooted in human cognition. However, a recently published paper from the * Proceedings of the National Academy of Sciences* (PNAS) introduces a novel perspective, suggesting ecology as a new muse for AI innovation. This convergence isn't just an academic exercise; it's presented as an urgent necessity to tackle some of the world's pressing challenges.

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Flipboard

SEPTEMBER 19, 2023

Some modern image generators rely on the principles of diffusion to create images. Alternatives based on the process behind the distribution of charged particles may yield even better results.

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Analytics Vidhya

SEPTEMBER 18, 2023

Introduction Generative AI, with its remarkable ability to create data that closely resembles real-world examples, has garnered significant attention in recent years. While models like GANs and VAEs have stolen the limelight, a lesser-known gem called “Normalizing Flows” in generative AI has quietly reshaped the generative modeling landscape.

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Marktechpost

SEPTEMBER 16, 2023

Large language models (LLMs) have an ever-greater impact on how daily lives and careers are changing because they make possible new applications like programming assistants and universal chatbots. However, the operation of these applications comes at a substantial cost due to the significant hardware accelerator requirements, such as GPUs. Recent studies show that handling an LLM request can be expensive, up to ten times higher than a traditional keyword search.

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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.

Unite.AI

SEPTEMBER 22, 2023

Jay Mishra is the Chief Operating Officer (COO) at Astera Software , a rapidly-growing provider of enterprise-ready data solutions. They help business users bridge the data-to-insight gap with a suite of user-friendly yet high-performance data extraction, data quality, data integration, data warehousing & electronic data interchange solutions, which are used by both midsize and Fortune 500 companies across a range of industries.

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Flipboard

SEPTEMBER 17, 2023

Imagine living in a cool, green city flush with parks and threaded with footpaths, bike lanes, and buses, which ferry people to shops, schools, and service centers in a matter of minutes.

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Analytics Vidhya

SEPTEMBER 20, 2023

Data engineering plays a pivotal role in the vast data ecosystem by collecting, transforming, and delivering data essential for analytics, reporting, and machine learning. Aspiring data engineers often seek real-world projects to gain hands-on experience and showcase their expertise. This article presents the top 20 data engineering project ideas with their source code.

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Machine Learning 342

Marktechpost

SEPTEMBER 17, 2023

Large language models (LLMs) built on transformers, including ChatGPT and GPT-4, have demonstrated amazing natural language processing abilities. The creation of transformer-based NLP models has sparked advancements in designing and using transformer-based models in computer vision and other modalities. Since November 2022, LLMs have been used in clinical investigations, pharmacy, radiography, Alzheimer’s illness, agriculture, and brain science research, inspired by the diverse qualities a

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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.

Unite.AI

SEPTEMBER 20, 2023

Chris Sullens is the Chief Executive Officer of CentralReach and is leading the company in its mission to provide an end-to-end platform of software and services that enable Applied Behavior Analysis (ABA) clinicians and educators to produce superior client outcomes for people with autism and related disorders. The company h as just unveiled its new generative AI assistant, cari TM.

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Flipboard

SEPTEMBER 16, 2023

As a fourth-year ophthalmology resident at Emory University School of Medicine, Riley Lyons' biggest responsibilities include triage: When a patient comes in with an eye-related complaint, Lyons must make an immediate assessment of its urgency. He often finds patients have already turned to "Dr.

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Analytics Vidhya

SEPTEMBER 19, 2023

Introduction Since time immemorial, stories have captivated our hearts and minds with storylines that elicit emotions, stimulate creativity, and reveal important messages. But what if we could imagine that, thanks to the power of AI, we can now go beyond the limits of human storytelling and allow AI to co-author our stories? In this article, […] The post How Generative AI Transforms The Craft of Narration?

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Marktechpost

SEPTEMBER 17, 2023

Pre-trained Large Language Models (LLMs), like GPT-3, have proven to have extraordinary aptitudes for comprehending and replying to questions from humans, helping with coding chores, and more. However, they frequently generate outcomes that differ from what people like. In the past, researchers have attempted to resolve this problem by gathering information on human preferences and then aligning previously trained models through the use of reinforcement learning or instruction tuning, entailing

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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.

Data Analysis

Unite.AI

SEPTEMBER 21, 2023

OpenAI, a frontrunner in artificial intelligence research and application, has recently unveiled the third version of its generative AI model, DALL·E. This innovative technology stands as a testament to the ongoing advancements in the AI sector, offering unprecedented capabilities in generating images from textual descriptions. The recent upgrade underscores OpenAI’s commitment to enhancing the interaction between language and imagery, paving the way for a myriad of applications across various d

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Flipboard

SEPTEMBER 19, 2023

Google is integrating its Bard artificial intelligence chatbot with some of its other products, including Gmail, YouTube and Google Docs, as the tech giant tries to keep up with fierce competition and get more people to use its AI tools.

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Analytics Vidhya

SEPTEMBER 18, 2023

Introduction The fashion industry has not been left out and has been looking for ways to stay at the forefront of innovation to meet consumers’ ever-changing tastes and preferences. If you are into fashion or are a fashion freak, you should consider the capability of stable diffusers. The Segmind API makes this possibility too easy. […] The post GenAI in Fashion | A Segmind Stable Diffusion XL 1.0 Approach appeared first on Analytics Vidhya.

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