Analytics Vidhya

DECEMBER 14, 2023

Introduction Gradient-weighted Class Activation Mapping is a technique used in deep learning to visualize and understand the decisions made by a CNN. This groundbreaking technique unveils the hidden decisions made by CNNs, transforming them from opaque models into transparent storytellers. Picture this as a magic lens that paints a vivid heatmap, spotlighting the essence of […] The post Visualizing Model Insights: A Guide to Grad-CAM in Deep Learning appeared first on Analytics Vidhya.

Deep Learning 323

Deep Learning Computer Vision Generative AI Machine Learning 323

IBM Journey to AI blog

DECEMBER 14, 2023

A cybersecurity strategy is not solely about managing risk across a business’ IT infrastructure. The stakes are especially high for organizations in highly regulated industries because they can be exploited through their digital supply chain, giving hackers access to consumers’ valuable and sensitive data. Consequently, these data breaches can rattle customer trust and the confidence of regulators.  When done correctly, cybersecurity can be a strategic initiative that supports

288

288

Analytics Vidhya

DECEMBER 14, 2023

Introduction In the era of Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL), the demand for formidable computational resources has reached a fever pitch. This digital revolution has propelled us into uncharted territories, where data-driven insights hold the keys to innovation. But to unlock these frontiers, we require tools that can match our […] The post 10 Best GPUs that you Must Explore in 2024 appeared first on Analytics Vidhya.

Deep Learning 310

Deep Learning Artificial Intelligence Artificial Intelligence Machine Learning 310

AI News

DECEMBER 14, 2023

Google Cloud has introduced Imagen 2 , the latest upgrade to its text-to-image capabilities. Available for Vertex AI customers on the allowlist, Imagen 2 enables users to craft and deploy photorealistic images using intuitive tooling and fully-managed infrastructure. Developed with Google DeepMind technology, Imagen 2 offers improved image quality and a range of functionalities tailored for specific use cases.

Big Data 275

Big Data Responsible AI Generative AI AI 275

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

Analytics Vidhya

DECEMBER 14, 2023

Google has introduced a game-changer for developers with the launch of AI Studio, a web-based platform aimed at providing seamless access to its Gemini AI models. This innovation is poised to revolutionize the development and deployment of chatbots, applications, and various software, leveraging the advanced natural language generation capabilities of Gemini Pro.

Chatbots 302

Chatbots AI AI AI Modeling 302

Analytics Vidhya

DECEMBER 14, 2023

Introduction Artificial intelligence (AI) is a fascinating landscape where technological strides intersect with our daily lives in ways that resonate with the essence of human connection. This year has unfolded a narrative of innovation that transcends mere algorithms, bringing AI closer to us with a touch of familiarity. Join us on this journey as we […] The post AI in 2023: The Timeline appeared first on Analytics Vidhya.

Artificial Intelligence 301

Artificial Intelligence Artificial Intelligence AI AI 301

IBM Journey to AI blog

DECEMBER 14, 2023

In today’s digital age, the threat landscape continues to evolve and organizations are increasingly vulnerable to cyberattacks. To combat these ever-growing risks, the concept of cyber resiliency has gained significant importance. Cyber resiliency refers to an organization’s ability to prepare for, respond to, and recover from cyber threats while maintaining the continuity of operations.

Actionable Intelligence 230

Actionable Intelligence Continuous Learning Machine Learning 230

Analytics Vidhya

DECEMBER 14, 2023

In a noteworthy stride towards linguistic innovation, Indian AI startup Sarvam AI has released OpenHathi LLM, marking a significant leap in the realm of Hindi language models. Just a week after securing an impressive $41 million in Series A funding, the company introduced OpenHathi-Hi-v0.1, the inaugural release in the OpenHathi series. Genesis of OpenHathi Sarvam […] The post Indian Startup Releases OpenHathi: First-ever Hindi LLM appeared first on Analytics Vidhya.

LLM 295

LLM AI AI 295

IBM Journey to AI blog

DECEMBER 14, 2023

As it has become tradition , the team creating the looks back and shares the personal highlights of the year 2023. Another year has passed—it felt like the whole world was talking about and trying out tools powered by generative AI and Large Language Models (LLMs). Kids completing homework with ChatGPT, the rest of us generating images, PowerPoint slides, poems, code skeletons and security hacks.

Automation 228

Automation Large Language Models Software Development Data Platform 228

Advertisement

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?

Business Intelligence

Analytics Vidhya

DECEMBER 14, 2023

Introduction In the dynamic landscape of education and machine learning, the integration of Adaptive Learning through Diffusion represents a paradigm shift. This advanced approach harnesses the principles of diffusion to tailor learning experiences, adapting seamlessly to the needs and pace of individual learners. In this article, we will delve into the intricacies of Adaptive Learning […] The post Adaptive Learning through Diffusion: A Cutting-Edge Paradigm appeared first on Analytics Vid

Machine Learning 291

Machine Learning Algorithm Deep Learning Generative AI 291

IBM Journey to AI blog

DECEMBER 14, 2023

There has been a lot of recent discussion around the business value of environmental, social and governance (ESG) reporting, and the degree to which it relates to financial performance and other measures of business value. When it comes to focusing on the “environmental” aspect of ESG—often referred to as “sustainability”—there are many ways this area can open up business opportunities.

ESG 222

ESG 222

Analytics Vidhya

DECEMBER 14, 2023

Speculations are buzzing in the tech community as a potential leak hints at OpenAI’s latest iteration, GPT-4.5. Shared on various social media platforms, the leak, if accurate, unveils impressive features and pricing structures that could revolutionize the landscape of large language models. GPT-4.5 Overview GPT-4.5, the purported upgrade to OpenAI’s renowned GPT LLM, seems to […] The post GPT-4.5: Fact or Fiction?

Large Language Models 288

Large Language Models OpenAI LLM 288

Unite.AI

DECEMBER 14, 2023

Data contamination in Large Language Models (LLMs) is a significant concern that can impact their performance on various tasks. It refers to the presence of test data from downstream tasks in the training data of LLMs. Addressing data contamination is crucial because it can lead to biased results and affect the actual effectiveness of LLMs on other tasks.

Large Language Models 173

Large Language Models LLM Artificial Intelligence Artificial Intelligence 173

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

AI

Analytics Vidhya

DECEMBER 14, 2023

Introduction The constant quest for precision and dependability in the field of Artificial Intelligence (AI) has brought in game-changing innovations. These strategies are critical in leading generative models to offer relevant answers to a range of questions. One of the biggest barriers to the use of Generative AI in different sophisticated applications is hallucination.

LLM 287

LLM Artificial Intelligence Artificial Intelligence Generative AI 287

Unite.AI

DECEMBER 14, 2023

In the rapidly evolving landscape of AI, the promise of transformative changes spans across a myriad of fields, from the revolutionary prospects of autonomous vehicles reshaping transportation to the sophisticated use of AI in interpreting complex medical images. The advancement of AI technologies has been nothing short of a digital renaissance, heralding a future brimming with possibilities and advancements.

Neural Network 162

Neural Network AI AI Algorithm 162

Analytics Vidhya

DECEMBER 14, 2023

Introduction In the realm of computer vision, Convolutional Neural Networks (CNNs) have redefined the landscape of image analysis and understanding. These powerful networks have enabled breakthroughs in tasks such as image classification, object detection, and semantic segmentation. They have laid the foundation for a wide range of applications in fields like healthcare, autonomous vehicles, and more. […] The post A Comprehensive Guide on Atrous Convolution in CNNs appeared first on Analyt

Convolutional Neural Networks 277

Convolutional Neural Networks Neural Network Computer Vision 277

AssemblyAI

DECEMBER 14, 2023

SRT files are widely used subtitle file formats for videos. In this guide, we'll show you how to create SRT(.srt ) files for videos in Python. What is an SRT file? An SRT file or SubRip file is one of the most common types of subtitle file formats for videos, generally saved with the.srt extension. The format contains human-readable plain text that provides the timing information for each subtitle along with the subtitle text itself.

Python 147

Python AI Modeling AI AI 147

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Flipboard

DECEMBER 14, 2023

Some have turned to multipurpose chatbots like ChatGPT for therapy. | StudioM1/Getty Images Getting AI to improve mental health outcomes is not as simple as firing up ChatGPT. I didn’t find a therapist when I first felt I might need one, nor when I finally found the energy to start Googling the therapists with offices near me. I didn’t find one months later when, after glancing at the results of my depression screening, my physician delayed her next appointment, pulled up a list of therapists, a

Chatbots 180

Chatbots ChatGPT Large Language Models AI Chatbots 180

Unite.AI

DECEMBER 14, 2023

In today's professional world, having a high-quality headshot is essential. Whether you're an actor, corporate professional, doctor, or realtor and want to make an excellent first impression, your headshot is the first thing potential clients or employers see. It needs to capture your personality, professionalism, and confidence in a single frame. But not everyone has the time, resources, or access to professional photographers to capture that perfect shot.

Explainability 130

Explainability AI AI Artificial Intelligence 130

Flipboard

DECEMBER 14, 2023

ChatGPT-maker OpenAI is opening the door to prospective startup founders — even those without any prior AI experience or who don’t even use OpenAI products and services — to apply to receive a $1 million funding boost and exclusive informational and educational resources from its Startup Fund, in …

OpenAI 179

OpenAI ChatGPT AI AI 179

Marktechpost

DECEMBER 14, 2023

In the ever-evolving field of technological advancements, language models have become indispensable. These systems, powered by advanced artificial intelligence, enhance our interaction with digital platforms. LLMs are designed to understand and generate human-like text, bridging the gap between human communication and machine understanding. The advancement of technology has ushered in a digital age where language models play an increasingly important role in information processing, communication

Large Language Models 134

Large Language Models LLM Artificial Intelligence Artificial Intelligence 134

Advertisement

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

Flipboard

DECEMBER 14, 2023

Microsoft, one of the biggest winners of the generative AI boom so far thanks to its early backing of OpenAI and integration of the latter startup’s tech into Bing, Azure, and various other services, has clearly been trying to avoid putting all of its AI eggs in one basket.

OpenAI 179

OpenAI Generative AI AI AI 179

Marktechpost

DECEMBER 14, 2023

LangChain is an artificial intelligence framework designed for programmers to develop applications using large language models. It allows you to facilitate the creation of applications that consist of two key features: 1. Context-Awareness: LangChain enables applications to be context-aware by establishing connections between a language model and various context sources.

Large Language Models 126

Large Language Models Chatbots Artificial Intelligence Artificial Intelligence 126

Flipboard

DECEMBER 14, 2023

New York City has grappled this year with how to respond to ChatGPT and other artificial intelligence-powered tools, banning them on school devices before later reversing course.

Artificial Intelligence 173

Artificial Intelligence Artificial Intelligence ChatGPT AI 173

Marktechpost

DECEMBER 14, 2023

3D human motion reconstruction is a complex process that involves accurately capturing and modeling the movements of a human subject in three dimensions. This job becomes even more challenging when dealing with videos captured by a moving camera in real-world settings, as they often contain issues like foot sliding. However, a team of researchers from Carnegie Mellon University and Max Planck Institute for Intelligent Systems have devised a method called WHAM (World-grounded Humans with Accurate

Neural Network 127

Neural Network Deep Learning AI AI 127

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

Generative AI

Flipboard

DECEMBER 14, 2023

Putin speaks to AI version of himself in news conference Putin speaks to AI version of himself in news conferenceClose Russian President Vladimir Putin was asked whether he has "a lot of doubles" by an AI version of himself during a marathon news conference.

AI 173

AI AI Artificial Intelligence Artificial Intelligence 173

Marktechpost

DECEMBER 14, 2023

The employment of numerous deduction rules and the construction of subproofs allows the complexity of proofs to develop infinitely in many deductive reasoning tasks, such as medical diagnosis or theorem proving. It is not practical to find data to cover guarantees of all sizes due to the huge proof space. Consequently, starting with basic proofs, a general reasoning model should be able to extrapolate to more complicated ones.

AI 124

AI AI Machine Learning AI Research 124

Flipboard

DECEMBER 14, 2023

The AI company DeepMind claims it has developed a way to harness the creativity of chatbots to solve mathematical problems while filtering out mistakes

Chatbots 181

Chatbots AI AI 181