Analytics Vidhya

OCTOBER 16, 2023

Introduction I’m pretty sure most of you have already used ChatGPT. That’s great because you’ve taken your first step on a journey we’re about to embark on in this article! You see, when it comes to mastering any new technology, the first thing you do is use it. It’s like learning to swim by jumping […] The post Fine-Tuning, Retraining, and Beyond: Advancing with Custom LLMs appeared first on Analytics Vidhya.

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Unite.AI

OCTOBER 18, 2023

The annual State of AI Report serves as a critical benchmark, providing clarity and direction in the rapidly evolving domain of artificial intelligence. Its comprehensive analyses have consistently offered valuable insights to researchers, industry professionals, and policymakers. This year, the report underscores some particularly significant advancements in the field of Large Language Models (LLMs), emphasizing their growing influence and the broader implications for the AI community.

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IBM Journey to AI blog

OCTOBER 17, 2023

Heavy industries, particularly cement, steel and chemicals, are the top greenhouse gas emitting industries, contributing 25% of global CO2 emission. They use high temperature heat in many of their processes that is primarily driven by fossil fuel. Fighting climate change requires lowering heavy industry emissions. However, these industries face tremendous challenges to reduce greenhouse gas emissions.

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AI News

OCTOBER 18, 2023

In a recent study, cloud-native network detection and response firm ExtraHop unveiled a concerning trend: enterprises are struggling with the security implications of employee generative AI use. Their new research report, The Generative AI Tipping Point , sheds light on the challenges faced by organisations as generative AI technology becomes more prevalent in the workplace.

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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

OCTOBER 17, 2023

Introduction One of the most popular applications of large language models (LLMs) is to answer questions about custom datasets. LLMs like ChatGPT and Bard are excellent communicators. They can answer almost anything that they have been trained on. This is also one of the biggest bottlenecks for LLMs. They can only answer the questions they […] The post Build a RAG Pipeline With the LLama Index appeared first on Analytics Vidhya.

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IBM Journey to AI blog

OCTOBER 18, 2023

On December 5–6, 2023 at the Computer History Museum in Mountain View, CA, hundreds of developers and software engineers will come together at PrestoCon 2023 to support and learn more about Presto, the open-source SQL query engine for data analytics and the Open Data Lakehouse. Learn more about PrestoCon 2023 We’re excited for the future of Presto.

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AI News

OCTOBER 16, 2023

The UK Government has unveiled plans for the inaugural global AI Safety Summit , scheduled to take place at the historic Bletchley Park. The summit will bring together digital ministers, AI companies, civil society representatives, and independent experts for crucial discussions. The primary focus is on frontier AI, the most advanced generation of AI models, which – if not developed responsibly – could pose significant risks.

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Analytics Vidhya

OCTOBER 20, 2023

Introduction In the ever-evolving landscape of artificial intelligence, two key players have come together to break new ground: Generative AI and Reinforcement Learning. These cutting-edge technologies, Generative AI and Reinforcement Learning, have the potential to create self-improving AI systems, taking us one step closer to realizing the dream of machines that learn and adapt autonomously.

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Unite.AI

OCTOBER 16, 2023

The digital landscape shifts daily, and with that comes an ever-evolving array of cyber threats. Businesses stand at a crossroads where the integration of security into enterprise architecture becomes not just beneficial but essential. The urgency is resonating, demanding immediate attention. Role of enterprise architecture in aligning IT with business objectives Enterprise architecture (EA) is the strategic nexus connecting IT solutions to overarching business aspirations.

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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

IBM Journey to AI blog

OCTOBER 19, 2023

The landlocked country of Malawi, located in southeastern Africa, is home to rich, arable land and a subtropical climate suitable for farming. As a result, over 80% of the population is employed in agriculture, and their livelihood revolves around alternating rainy and dry seasons that dictate how the year’s planting, growing and harvesting will unfold.

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AI News

OCTOBER 19, 2023

Universal Music Group (UMG) has filed a lawsuit against Anthropic , the developer of Claude AI. This landmark case represents the first major legal battle where the music industry confronts an AI developer head-on. UMG – along with several other key industry players including Concord Music Group, ABKCO, Worship Together Music, and Plaintiff Capital CMG – is seeking $75 million in damages.

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Analytics Vidhya

OCTOBER 19, 2023

Introduction Step into the forefront of language processing! In a realm where language is an essential link between humanity and technology, the strides made in Natural Language Processing have unlocked some extraordinary heights. Within this progress lies the groundbreaking Large Language Model, a transformative force reshaping our interactions with text-based information.

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Unite.AI

OCTOBER 18, 2023

Scientific validation is a crucial stepping stone for startups aiming to build a successful business. By rigorously testing the hypotheses upon which their products are built, tech-oriented founders can mitigate risks, increase their appeal to investors, maintain regulatory compliance, foster customer trust, and enhance their marketing strategies. However, although it serves as a competitive edge and as a demonstration of the startup's commitment to build quality products, the validation process

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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

Eugene Yan

OCTOBER 14, 2023

The biggest deployment challenges, backward compatibility, multi-modality, and SF work ethic.

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AI News

OCTOBER 17, 2023

The UK’s potential to harness the benefits of AI in crucial sectors such as healthcare, food safety, and sustainability is under threat due to a significant “confidence gap” among the public. According to a study conducted by BSI , 54 percent of UK respondents expressed excitement about AI’s potential to revolutionise medical diagnoses and 43 percent welcomed AI’s role in reducing food waste.

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Analytics Vidhya

OCTOBER 18, 2023

Introduction Generative artificial intelligence, often called GenAI, is at the vanguard of the AI revolution, enabling robots’ limitless creative and problem-solving potential. GenAI represents a crucial fusion of cutting-edge technology and human creativity in a world where artificial intelligence continuously pushes the bounds of what is possible.

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Unite.AI

OCTOBER 20, 2023

Jeff Kofman, is the Founder & CEO of Trint , after a 30-year career with ABC, CBS and CBC News, Jeff got tired of hitting the wall of manual transcription and watching every story unnecessarily stop in its tracks. In 2014, Jeff and a team of developers leveraged AI to do the heavy lifting, and Trint was born. Today Trint is an AI-powered SaaS platform that goes beyond transcription to boost every stage of the content creation workflow.

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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.

Aiiot Talk

OCTOBER 17, 2023

A blood transfusion involves donating, collecting, storing, testing and delivering blood to a person in need. Transfusions save countless lives yearly, and improving the technology could help even more people. “Artificial intelligence can potentially revolutionize this part of the medical care industry” Here’s how doctors and researchers have begun testing AI for blood transfusions and the implications this practice could have on the health care industry in the future.

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AI News

OCTOBER 20, 2023

Can you tell us a little bit about Exfluency and what the company does? Exfluency is a tech company providing hybrid intelligence solutions for multilingual communication. By harnessing AI and blockchain technology we provide tech-savvy companies with access to modern language tools. Our goal is to make linguistic assets as precious as any other corporate asset.

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Analytics Vidhya

OCTOBER 20, 2023

Introduction GATE 2024 aspirants, here’s some great news for you! The Indian Institute of Science (IISc) has just released sample papers for the upcoming GATE exam. These samples are precious resources to enhance your preparation. In this blog post, we’ve compiled an extensive list of questions from the GATE DA sample papers to empower your […] The post Sample Question Paper for GATE DA 2024 appeared first on Analytics Vidhya.

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Unite.AI

OCTOBER 18, 2023

Large Language Models (LLMs) are currently one of the most discussed topics in mainstream AI. Developers worldwide are exploring the potential applications of LLMs. These models are AI algorithms that utilize deep learning techniques and vast amounts of training data to understand, summarize, predict, and generate a wide range of content, including text, audio, images, videos, and more.

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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.

IBM Journey to AI blog

OCTOBER 19, 2023

Over the past ten years, I’ve been on a journey to create an interactive, patented curriculum that combines the power of math with the joy of music. In our program Make Music Count , students from elementary to high school get hands-on experience solving math equations while learning how to play the piano. Since launching, I’ve seen the need, desire and impact: Make Music Count is in over 400 schools with 60,000 registered students and 20,000+ downloads on iOS and Android devices.

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AI Weekly

OCTOBER 19, 2023

Powered by clkmg.com In the News IBM CEO: Washington should hold tech firms accountable for AI IBM CEO Arvind Krishna argues that regulators should not allow artificial intelligence developers to hide behind the sweeping legal protections that shield internet and social media firms. politico.com Sponsor Liquid Assets, Solid Returns Want to age your portfolio like fine whiskey?

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Analytics Vidhya

OCTOBER 18, 2023

Introduction In today’s data-driven world, data science has become a pivotal field in harnessing the power of information for decision-making and innovation. As data volumes grow, the significance of data science tools becomes increasingly pronounced. Data science tools are essential in many facets of the profession, from data collection and preprocessing to analysis and visualization. […] The post Top 5 AI Tools for Data Science Professionals appeared first on Analytics Vidhya.

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Unite.AI

OCTOBER 16, 2023

OpenAI, a major player in the artificial intelligence sphere, is gearing up to introduce significant updates aimed at enhancing the developer experience. Sources from Reuters have hinted that these changes will not only simplify the development process but also make it more cost-effective for developers to craft and market AI-driven applications using OpenAI's suite of technologies.

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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

IBM Journey to AI blog

OCTOBER 17, 2023

In a research brief defining “5 trends for 2023,” the IBM Institute for Business Value reports, “In 2023, rapid response is the new baseline. Uncertainty is expected and complexity is compounding. As threats materialize on multiple fronts, organizations must reduce the time from insight to action.” 1 Business and data analysts are intimately familiar with the growing business need for precise, real-time intelligence.

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AssemblyAI

OCTOBER 16, 2023

LlamaIndex is a flexible data framework for connecting custom data sources to Large Language Models (LLMs). With LlamaIndex, you can easily store and index your data and then apply LLMs.  LLMs only work with textual data, so to process audio files with LLMs we first need to transcribe them into text. Luckily, LlamaIndex provides an AssemblyAI integration through Llama Hub that lets you load audio data with just a few lines of code: from llama_hub.assemblyai.base import AssemblyAIAudioTransc

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Analytics Vidhya

OCTOBER 17, 2023

Introduction Algorithmic trading is a widely adopted trading strategy that has revolutionized the way people trade stocks. More and more people are making money on the side by investing in stocks and automating their trading strategies. This tutorial will teach you how to build stock trading algorithms using primitive technical indicators like MACD, SMA, EMA, […] The post Building and Validating Simple Stock Trading Algorithms Using Python appeared first on Analytics Vidhya.

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