This site uses cookies to improve your experience. To help us insure we adhere to various privacy regulations, please select your country/region of residence. If you do not select a country, we will assume you are from the United States. Select your Cookie Settings or view our Privacy Policy and Terms of Use.
Cookie Settings
Cookies and similar technologies are used on this website for proper function of the website, for tracking performance analytics and for marketing purposes. We and some of our third-party providers may use cookie data for various purposes. Please review the cookie settings below and choose your preference.
Used for the proper function of the website
Used for monitoring website traffic and interactions
Cookie Settings
Cookies and similar technologies are used on this website for proper function of the website, for tracking performance analytics and for marketing purposes. We and some of our third-party providers may use cookie data for various purposes. Please review the cookie settings below and choose your preference.
Strictly Necessary: Used for the proper function of the website
Performance/Analytics: Used for monitoring website traffic and interactions
Introduction In the bustling world of machine learning, categorical data is like the DNA of our datasets – essential yet complex. But how do we make this data comprehensible to our algorithms? Enter One Hot Encoding, the transformative process that turns categorical variables into a language that machines understand. In this blog, we’ll decode the […] The post How to do One Hot Encoding?
Four decades ago, computer engineers were theorizing that the mind-bending mechanics of quantum physics could be harnessed to make a new kind of computer that’s exponentially more powerful than conventional machines. A series of breakthroughs has now brought “quantum utility” within reach, with engineers showing off computers capable of calculations of a complexity that would confound the most powerful supercomputers.
Introduction As we bid farewell to 2023, it’s time to reflect on the groundbreaking events that have shaped the landscape of Artificial Intelligence. A year of innovation, controversy, and breakthroughs that have not only pushed the boundaries of technology but also sparked conversations about the future of AI. From advancements in ML to ethical debates […] The post AI Revolution: The Top 10 AI Milestones of 2023 appeared first on Analytics Vidhya.
AI took the world by storm in 2023, with Chat GPT getting over 14 billion visits. These are the top most popular 10 AI tools and how to use them to make money.
Today’s buyers expect more than generic outreach–they want relevant, personalized interactions that address their specific needs. For sales teams managing hundreds or thousands of prospects, however, delivering this level of personalization without automation is nearly impossible. The key is integrating AI in a way that enhances customer engagement rather than making it feel robotic.
Introduction In the ever-evolving landscape of artificial intelligence, a groundbreaking technique known as Chain-of-Thought prompting revolutionizes how large language models solve complex problems. This approach, akin to showing one’s work in a math problem, enables AI to generate more transparent and interpretable solutions. In this blog, we’ll dive deep into the mechanics of Chain-of-Thought prompting, […] The post What is Chain-of-Thought Prompting and Its Benefits?
From helping surgeons to carry out complex procedures to monitoring the heartbeat of the chronically ill, the use of AI in cancer care is set to be game-changing.
From helping surgeons to carry out complex procedures to monitoring the heartbeat of the chronically ill, the use of AI in cancer care is set to be game-changing.
Introduction In the ever-evolving landscape of technology, Artificial Intelligence (AI) continues to captivate and inspire. As we navigate through 2023, TED Talks have been a beacon of insight, showcasing the brilliance and potential of AI through the voices of experts and visionaries. This blog post delves into the most thought-provoking TED Talks on AI this […] The post Top 10 AI TED Talks of 2023 appeared first on Analytics Vidhya.
Introduction With recent AI advancements such as LangChain, ChatGPT builder, and the prominence of Hugging Face, creating AI and LLM apps has become more accessible. However, many are unsure how to leverage these tools effectively. In this article, I’ll guide you in building an AI storyteller application that generates stories from random images.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Introduction Imagine a world where large language models (LLMs) can seamlessly weave narratives, translate languages on the fly, and answer your questions with context extending beyond the prompt. This is the promise of attention sinks, a revolutionary method that unlocks endless generation for LLMs. Learning Objectives This article was published as a part of the Data […] The post Attention Sinks for LLM – Endless Generation appeared first on Analytics Vidhya.
Data exploration is an important step in data analysis that extracts key insights using multiple steps such as filtering, sorting, grouping, etc. It helps uncover patterns in the dataset and reveal potential relationships among the variables. However, this process is generally interactive and requires the user to manually explore the data, making the process time-consuming and necessitating domain expertise.
The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
Any activity that requires comprehension and production in one or more modalities is considered a multimodal task; these activities can be extremely varied and lengthy. It is challenging to scale previous multimodal systems because they rely heavily on gathering a large supervised training set and developing task-specific architecture, which must be repeated for every new task.
Customize ChatGPT for your regular tasks with custom GPTs. For nearly a year after its release, ChatGPT behaved the same way for everyone. With the exception of the paid ChatGPT Plus tier and the optional GPT-4 language model, there weren’t many ways in which you could customize the chatbot.
The release of Transformers has marked a significant advancement in the field of Artificial Intelligence (AI) and neural network topologies. Understanding the workings of these complex neural network architectures requires an understanding of transformers. What distinguishes transformers from conventional architectures is the concept of self-attention, which describes a transformer model’s capacity to focus on distinct segments of the input sequence during prediction.
A fresh funding round would make OpenAI the second-most valuable start-up in the United States, behind Elon Musk’s Space Exploration Technologies Corp.
Speaker: Alexa Acosta, Director of Growth Marketing & B2B Marketing Leader
Marketing is evolving at breakneck speed—new tools, AI-driven automation, and changing buyer behaviors are rewriting the playbook. With so many trends competing for attention, how do you cut through the noise and focus on what truly moves the needle? In this webinar, industry expert Alexa Acosta will break down the most impactful marketing trends shaping the industry today and how to turn them into real, revenue-generating strategies.
Created Using DALL-E Next Week in The Sequence: Edge 355: Our new series about LLM reasoning techniques presents a taxonomy for reasoning methods. We review Microsoft’s Math Prompter which exhibits reasoning abilities in complex math tasks and the Chain of Thought Hub framework. Edge 356: We dive into Microsoft’s amazing Orca 2 which exhibits amazing reasoning capabilities.
2023 has been a landmark year in the realm of Artificial Intelligence (AI), witnessing extraordinary advancements that have blurred the lines between …
Although it would be helpful for applications like autonomous driving and mobile robotics, monocular estimation of metric depth in general situations has been difficult to achieve. Indoor and outdoor datasets have drastically different RGB and depth distributions, which presents a challenge. Another issue is the inherent scale ambiguity in photos caused by not knowing the camera’s intrinsicity.
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.
Agriculture stands as the bedrock of humanity’s sustenance. In this critical realm, the transformative power of machine learning is reshaping the landscape. Specifically in plant pathology, its rapid data analysis revolutionizes disease management, offering efficient solutions for crop protection and heightened productivity. As the demand for sustainable agriculture grows, machine learning emerges as a vital force, reshaping the future of food security and cultivation.
A pressing concern has surfaced in large language models (LLMs), drawing attention to the safety implications of downstream customized finetuning. As LLMs become increasingly sophisticated, their potential to inadvertently generate biased, toxic, or harmful outputs poses a substantial challenge. This paper (from a team of researchers from the University of Massachusetts Amherst, Columbia University, Google, Stanford University, and New York University) is a significant contribution to the ongoin
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 and ethics risks before they become problems.
With the latest advancements in Artificial Intelligence (AI), it is being used in all spheres of life. They are being used for various tasks. Machine vision models are a category of AI that can analyze visual information and make decisions based on that analysis. Machine vision models are used in several industries, including healthcare, security, automotive, entertainment, and social media.
Researchers from Alibaba, Zhejiang University, and Huazhong University of Science and Technology have come together and introduced a groundbreaking video synthesis model, I2VGen-XL, addressing key challenges in semantic accuracy, clarity, and spatio-temporal continuity. Video generation is often hindered by the scarcity of well-aligned text-video data and the complex structure of videos.
We organize all of the trending information in your field so you don't have to. Join 15,000+ users and stay up to date on the latest articles your peers are reading.
You know about us, now we want to get to know you!
Let's personalize your content
Let's get even more personalized
We recognize your account from another site in our network, please click 'Send Email' below to continue with verifying your account and setting a password.
Let's personalize your content