Analytics Vidhya

APRIL 11, 2024

Introduction As AI technologies continue to grow and the software development landscape constantly changes, it is critical that software be developed quickly, reliably, and of high quality. In order to satisfy these requirements, continuous integration (CI) and continuous deployment (CD), have become critical methods. While CD automates the deployment process, CI automates the integration and […] The post Implementing CI/CD with Jenkins for Flask Application Deployment appeared first on An

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IBM Journey to AI blog

APRIL 11, 2024

To foster innovation in fully homomorphic encryption (FHE), IBM® researchers have begun publishing challenges on the FHERMA platform for FHE challenges launched in late 2023 by the Fair Math and the OpenFHE community. FHE: A new frontier in technology Fully homomorphic encryption is a groundbreaking technology with immense potential. One of its notable applications lies in enhancing medical AI models.

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Analytics Vidhya

APRIL 11, 2024

Introduction Which AI tool do you use to generate images? Is it MidJourney? What if I tell you there is a better alternative to it? Recently, Google launched Imagen 2, boasting the most advanced text-to-image diffusion technology. This innovative tool produces high-quality outputs closely aligned with the user’s prompts. Unlike traditional methods, Imagen 2 leverages […] The post Alternative of Midjourney is here, Meet Imagen 2 appeared first on Analytics Vidhya.

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AI Weekly

APRIL 11, 2024

Powered by global.ntt In the News Google survey: 63% of IT and security pros believe AI will improve corporate cybersecurity AI could have an outsize impact on corporate cybersecurity, as well, according to a new study of 2,486 information technology and security professionals zdnet.com Sponsor GenAI can transform business operations GenAI presents immense opportunities for innovation, personalized customer experiences and streamlined operations.

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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.

Analytics Vidhya

APRIL 11, 2024

Introduction Machine learning is a rapidly growing field that is transforming industries across sectors. It enables computers to learn from data and make predictions or decisions without being explicitly programmed. Many tools and libraries have emerged as machine learning applications expand to help developers build and deploy machine learning models.

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Analytics Vidhya

APRIL 11, 2024

Google has unveiled its latest innovation, Google Axion Processors, at the Cloud Next 2024 event. These custom Arm-based CPUs are set to redefine cloud computing, offering unparalleled performance and energy efficiency. With Axion, Google aims to address the evolving demands of modern computing, from information retrieval to AI. Meanwhile, it also emphasizes sustainability and affordability. […] The post Google Unveils Custom Arm-based CPUs for Cloud Computing appeared first on Analytics V

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Marktechpost

APRIL 11, 2024

Enhancing the reasoning capabilities of large language models (LLMs) is pivotal in artificial intelligence. These models, integral to many applications, from automated dialog systems to data analysis, require constant evolution to address increasingly complex tasks. Despite their advancements, traditional LLMs struggle with tasks that require deep, iterative cognitive processes and dynamic decision-making.

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Analytics Vidhya

APRIL 11, 2024

The last 18 months have been awesomely crazy! I have had my highs and lows. I stayed awake the whole night GPT4 was launched, admiring what OpenAI had created. I have also found myself questioning the future of teaching “data science and Artificial Intelligence” to the world. What I thought was my calling has changed […] The post Co-intelligence: Living and Working with AI by Prof.

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Marktechpost

APRIL 11, 2024

Mobile applications are integral to daily life, serving myriad purposes, from entertainment to productivity. However, the complexity and diversity of mobile user interfaces (UIs) often pose challenges regarding accessibility and user-friendliness. These interfaces are characterized by unique features such as elongated aspect ratios and densely packed elements, including icons and texts, which conventional models struggle to interpret accurately.

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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

Analytics Vidhya

APRIL 11, 2024

Introduction With the rising advent of large language models and advancements in the field of AI we are witnessing new developments and opportunities in a way we work and interact with digital world around us. In this blog, we delve into the fundamentals of LlamaIndex, a groundbreaking technology that helps to build applications using LLMs. […] The post Building Natural Language to SQL Applications using LlamaIndex appeared first on Analytics Vidhya.

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Marktechpost

APRIL 11, 2024

DeepLearning AI offers a variety of short courses designed to boost your skills in generative AI and other AI technologies. These courses are crafted to provide learners with the right knowledge, tools, and techniques required to excel in AI. Here’s a look at the most relevant short courses available: Red Teaming LLM Applications This course offers an essential guide to enhancing the safety of LLM applications through red teaming.

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Analytics Vidhya

APRIL 11, 2024

Introduction Anthropic’s Claude 3 API ushers in a new era of artificial intelligence, offering a comprehensive suite of AI assistants tailored to diverse user needs. Employing a tiered approach empowers individuals and organizations to select the optimal model aligning with their specific requirements. Leveraging advanced language models meticulously trained on vast datasets, the API provides […] The post Uncovering the Secrets of Anthropic’s Claude 3 API Lineup appeared first

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Marktechpost

APRIL 11, 2024

LLMs, pretrained on extensive textual data, exhibit impressive capabilities in generative and discriminative tasks. Recent interest focuses on employing LLMs for multimodal tasks, integrating them with visual encoders for tasks like captioning, question answering, classification, and segmentation. However, prior multimodal models face limitations in handling video inputs due to the context length restriction of LLMs and GPU memory constraints.

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Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

Analytics Vidhya

APRIL 11, 2024

Tech giant Meta is pushing the boundaries of AI infrastructure with the launch of its latest custom-made chips. Artemis, the upgraded Meta Training and Inference Accelerator (MTIA) AI chip is said to be their best so far, marking a significant leap in computational power. These chips aim to revolutionize Meta’s AI workloads and enhance user […] The post Meta Unveils Its Best AI Chip Yet appeared first on Analytics Vidhya.

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Marktechpost

APRIL 11, 2024

Regardless of a company’s niche, LLMs have enormous promise in areas such as data analysis, code writing, and creative text generation. The development of reliable LLM applications, however, has its challenges. Presently, there is a fragmented scope for LLM growth. Developers frequently face challenges in setting up infrastructure, managing tools, and ensuring different models work together.

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Analytics Vidhya

APRIL 11, 2024

OpenAI and Meta are gearing up to release their latest artificial intelligence (AI) models, GPT-5 and Llama 3, respectively. These models mark a significant leap in machine reasoning and planning capabilities, inching closer to realizing AGI. Let’s explore these technological advancements and their expected impact on the AI industry. Striving for Cognitive Superiority Meta and […] The post OpenAI and Meta Set to Launch New AI Models with Reasoning Capabilities appeared first on Analytics V

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Marktechpost

APRIL 11, 2024

MIT researchers have proposed a method that combines first-principles calculations and machine learning to address the challenge of computationally expensive and intractable calculations required to understand the thermal conductivity of semiconductors, specifically focusing on diamonds. While diamond is known as an excellent thermal conductor, understanding how its lattice thermal conductivity can be modulated through reversible elastic strain (ESE) remains a complex problem.

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“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

Generative AI

Analytics Vidhya

APRIL 11, 2024

Google’s most advanced AI model, Gemini 1.5 Pro, has just been launched in over 180 countries, including India. With native audio understanding, system instructions, JSON mode, and more, this new model marks a significant milestone in artificial intelligence. Let’s explore how this release unlocks new possibilities for developers worldwide. Also Read: Google Cloud Next 2024: […] The post Google Gemini 1.5 Pro Launched in India appeared first on Analytics Vidhya.

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Extreme Tech

APRIL 11, 2024

Apple will likely be the first customer for both nodes unless something unexpected happens in the next few years.

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Analytics Vidhya

APRIL 11, 2024

Introduction While Large Language Models (LLMs) can answer questions on many topics, they may not correctly answer about the topics that are not included in the training data such as recent events, or deep web (i.e. data that is not indexed by search engines). Another missing piece is not getting exact source of the answer, […] The post Enhancing RAG with Retrieval Augmented Fine-tuning appeared first on Analytics Vidhya.

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Marktechpost

APRIL 11, 2024

Modern image-generating tools have come a long way thanks to large-scale text-to-image diffusion models like GLIDE, DALL-E 2, Imagen, Stable Diffusion, and eDiff-I. Thanks to these models, users can create realistic pictures using a variety of textual cues. Kandinsky and Stable Unclip take images as inputs to generate variations that retain the visual components of the reference.

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Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

Analytics Vidhya

APRIL 11, 2024

Introduction Are you a designer seeking seamless integration into your workflow, or someone looking to streamline the image generation process? DALL-E and Midjourney have transformed image generation for all of us. This article explores a wealth of alternative image generators, each with its unique strengths and functionalities. Let’s explore top 10 alternatives of DALL-E and […] The post Top 10 Alternatives of DALL-E and Midjourney Image Generators appeared first on Analytics Vidhya

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Artificial Lawyer

APRIL 11, 2024

Leading law firm Slaughter and May has announced the latest cohort members of its Collaborate incubator programme. The cohort includes among others: LegalFly ‘a GenAI.

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Marktechpost

APRIL 11, 2024

In AI, combining large language models (LLMs) with tree-search methods is pioneering the approach of complex reasoning and planning tasks. These models, designed to simulate and improve decision-making capabilities, are increasingly critical in various applications requiring multiple logical reasoning steps. However, their efficacy is often hampered by a significant limitation: the inability to learn from previous mistakes and frequently repeating errors during problem-solving.

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AWS Machine Learning Blog

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019. AWS has had a long-standing collaboration with NVIDIA for over 13 years.

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Marktechpost

APRIL 11, 2024

Researchers from Meta developed a machine learning (ML)-based approach to address the challenges of optimizing bandwidth estimation (BWE) and congestion control for real-time communication (RTC) across Meta’s family of apps. Existing techniques, such as WebRTC’s Google Congestion Controller (GCC), rely on hand-tuned parameters, leading to complexities and inefficiencies in handling diverse network conditions.

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Artificial Corner

APRIL 11, 2024

AI is changing the way we work and I didn’t want to miss the chance to make the most of it, so I tried a bunch of AI tools to save time and increase my productivity. Some helped, while others didn’t. Here are the 5 AI tools that helped make my life easier. 1. Cleanup Pictures Removing unwanted objects from photos has been possible for a while in tools like Photoshop, but Cleanup Pictures takes this to the next level thanks to its AI.

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Machine Learning Mastery

APRIL 11, 2024

Launching the Stable Diffusion Web UI can be done in one command. After that, you can control the image generation pipeline from a browser. The pipeline has a lot of moving parts and all are important in one way or another. To effectively command Stable Diffusion to generate images, you should recognize the widgets from […] The post How to Create Images Using Stable Diffusion Web UI appeared first on MachineLearningMastery.com.

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