Analytics Vidhya

JULY 11, 2024

Introduction Data science is one of the professions in high demand nowadays due to the growing focus on analyzing big data. Hypothesis and conclusion-making from data broadly involve technical and non-technical skills in the interdisciplinary field of data science. To be relevant and competitive in this rapidly evolving area, at least specific fundamental data science […] The post Top 10 Platforms to Practice Data Science Skills appeared first on Analytics Vidhya.

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Data Science Big Data Python 329

Unite.AI

JULY 11, 2024

The rapid evolution and global adoption of real-time payment schemes marks a pivotal shift in the global financial ecosystem, improving economies and financial inclusivity…and introducing new opportunities for crime. One unintended benefit of legacy systems that take days or weeks to process transactions is additional time for financial institutions to identify and prevent fraud.

AI 290

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Analytics Vidhya

JULY 11, 2024

Introduction Imagine you’re the gatekeeper of a society where every resident and visitor must follow certain rules to maintain peace and order. In the world of databases, these rules are known as integrity constraints. Just as a society thrives when everyone abides by its laws, a database remains accurate and consistent when its data adheres […] The post What are Integrity Constraints in SQL?

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AI News

JULY 11, 2024

While executives express high confidence in their organisations’ AI capabilities, they simultaneously acknowledge significant barriers to further adoption. Research from Zartis found that 85% of UK tech executives rate their existing workforce’s combined AI knowledge and expertise as ‘skilled’, with over half (51%) considering it ‘highly skilled’ This confidence, however, is juxtaposed against concerns about obstacles preventing wider AI implementation.

DevOps 289

DevOps Software Development Big Data AI 289

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

JULY 11, 2024

Imagine a place where you may see the ‘New World Order with Generative AI‘ evolve before your eyes, where the brightest minds come together to share, learn, and innovate. That’s DataHack Summit 2024, the one-stop shop for all things Generative AI, which takes place in Bengaluru from August 7 to 10. This isn’t just an […] The post Top 10 Things to Do at DataHack Summit 2024 appeared first on Analytics Vidhya.

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Analytics Vidhya

JULY 11, 2024

Introduction Retrieval Augmented Generation systems, better known as RAG systems, have quickly become popular for building Generative AI assistants on custom enterprise data. They avoid the hassles of expensive fine-tuning of Large Language Models (LLMs). One of the key advantages of RAG systems is you can easily integrate your data, augment your LLM’s intelligence, and […] The post A Comprehensive Guide to Building Agentic RAG Systems with LangGraph appeared first on Analytics Vidhya.

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Large Language Models Generative AI AI AI 275

AI News

JULY 11, 2024

The global PC market is showing solid signs of recovery, with Apple leading the charge among significant manufacturers. According to the latest data from International Data Corporation (IDC), the traditional PC market experienced a 3% year-over-year (YoY) growth in the second quarter of 2024, marking its second consecutive quarter of expansion after a prolonged decline.

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Big Data AI AI Automation 237

AI Weekly

JULY 11, 2024

Powered by cloudfront.net In the News How to use AI to plan your next vacation Planning a vacation should, in theory, be fun. But drawing up a list of activities for a trip can also be time consuming and stressful, particularly if you don’t know where to begin. technologyreview.com Sponsor Discover what the most trusted industry experts are reading Use the Power of AI to access a forward-thinking audience of professional decision makers !

Robotics 222

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Analytics Vidhya

JULY 11, 2024

Introduction Envision organizing a disorganized garage into a well-lit area where everything is readily available and arranged appropriately. Within the domain of databases, this procedure is referred to as normalization. A database functions better when its data is well structured and clutter-free, just like your garage does when it is kept tidy. Are you eager […] The post How to Implement Normalization with SQL?

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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

Unite.AI

JULY 11, 2024

Zeb Evans is a serial entrepreneur and the CEO and Founder of ClickUp , an all-in-one productivity platform that works as an ideal place for teams to come together, brainstorm, plan, and collaborate on everything from process docs to product designs. You’ve stated that since you were 3 years old, you've been an entrepreneur at heart. Could you share some of your earliest memories of having the entrepreneurial spirit?

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Automation AI Tools AI AI 147

Analytics Vidhya

JULY 11, 2024

In our latest episode of the Leading with data, we are thrilled to host Ines Montani, a renowned developer in the field of AI and NLP technology. As the co-founder and CEO of Explosion, and a co-developer of the leading open-source library spaCy and the innovative annotation tool Prodigy, Ines brings a wealth of knowledge […] The post Insights on spaCy, Prodigy and Generative AI by Ines Montani appeared first on Analytics Vidhya.

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AI News

JULY 11, 2024

While executives express high confidence in their organisations’ AI capabilities, they simultaneously acknowledge significant barriers to further adoption. Research from Zartis found that 85% of UK tech executives rate their existing workforce’s combined AI knowledge and expertise as ‘skilled’, with over half (51%) considering it ‘highly skilled’ This confidence, however, is juxtaposed against concerns about obstacles preventing wider AI implementation.

DevOps 132

DevOps Software Development Big Data AI 132

Aiiot Talk

JULY 11, 2024

There’s never been more pressure to optimize the workplace. Over the last few years, turbulent economic conditions have left many businesses looking for ways to cut costs and promote productivity in the office. Capitalizing on the Internet of Things (IoT) is a great way to do that. IoT devices like smart thermostats and occupancy sensors have made big waves in the building sector.

Robotics 130

Robotics Artificial Intelligence Artificial Intelligence Machine Learning 130

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

AI News

JULY 11, 2024

The global PC market is showing solid signs of recovery, with Apple leading the charge among significant manufacturers. According to the latest data from International Data Corporation (IDC), the traditional PC market experienced a 3% year-over-year (YoY) growth in the second quarter of 2024, marking its second consecutive quarter of expansion after a prolonged decline.

Big Data 132

Big Data AI AI Automation 132

Unite.AI

JULY 11, 2024

Buildots , an award-winning AI construction software company, has announced a $15 million investment led by Intel Capital, with participation from OG Tech Partners and previous investors. This funding round, announced on July 11, 2024, also brings Lisa Cohen, Investment Director at Intel Capital, to the Buildots board as an observer. The construction industry is traditionally plagued by inefficiencies, leading to delays and budget overruns.

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IBM Journey to AI blog

JULY 11, 2024

Operations management is about finding ways to do things more efficiently, precisely and smoothly. It includes a broad range of activities, such as planning, organizing, inventory and supply chain management , production scheduling, quality control, logistics and the effective running of processes and asset maintenance. Today, these functions share a common thread: they’re ripe for improvement through artificial intelligence (AI).

Artificial Intelligence 124

Artificial Intelligence Artificial Intelligence Automation DevOps 124

Marktechpost

JULY 11, 2024

The rapid advancement of LLMs has enabled the creation of highly capable autonomous agents. However, multi-agent frameworks need help integrating diverse third-party agents due to ecosystem constraints and limited by single-device setups and rigid communication pipelines. Inspired by the Internet’s success in fostering human collaboration through projects like Wikipedia and Linux, a key question arises: can we create a similar platform for autonomous agents?

Artificial Intelligence 135

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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

NVIDIA

JULY 11, 2024

Enhancing Japan’s AI sovereignty and strengthening its research and development capabilities, Japan’s National Institute of Advanced Industrial Science and Technology (AIST) will integrate thousands of NVIDIA H200 Tensor Core GPUs into its AI Bridging Cloud Infrastructure 3.0 supercomputer (ABCI 3.0). The HPE Cray XD system will feature NVIDIA Quantum-2 InfiniBand networking for superior performance and scalability.

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Marktechpost

JULY 11, 2024

Language modeling has significantly progressed in developing algorithms to understand, generate, and manipulate human language. These advancements have led to large language models that can perform translation, summarization, and question-answering tasks. These models are crucial for natural language processing (NLP) and artificial intelligence (AI) applications.

Large Language Models 132

Large Language Models Neural Network Natural Language Processing Artificial Intelligence 132

IBM Journey to AI blog

JULY 11, 2024

Operations management is about finding ways to do things more efficiently, precisely and smoothly. It includes a broad range of activities, such as planning, organizing, inventory and supply chain management , production scheduling, quality control, logistics and the effective running of processes and asset maintenance. Today, these functions share a common thread: they’re ripe for improvement through artificial intelligence (AI).

Artificial Intelligence 100

Artificial Intelligence Artificial Intelligence Automation DevOps 100

Marktechpost

JULY 11, 2024

Personalized review generation within recommender systems is an area of increasing interest, particularly in creating custom reviews based on users’ historical interactions and preferences. This involves utilizing data about users’ previous purchases and feedback to produce reviews that accurately reflect their unique preferences and experiences, enhancing recommender systems’ overall effectiveness.

Large Language Models 125

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AWS Machine Learning Blog

JULY 11, 2024

In the diverse toolkit available for deploying cloud infrastructure, Agents for Amazon Bedrock offers a practical and innovative option for teams looking to enhance their infrastructure as code (IaC) processes. Agents for Amazon Bedrock automates the prompt engineering and orchestration of user-requested tasks. After being configured, an agent builds the prompt and augments it with your company-specific information to provide responses back to the user in natural language.

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Marktechpost

JULY 11, 2024

Large language models (LLMs) have been instrumental in various applications, such as chatbots, content creation, and data analysis, due to their capability to process vast amounts of textual data efficiently. The rapid advancement in AI technology has heightened the demand for high-quality training data, which is essential for effectively functioning and improving these models.

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AWS Machine Learning Blog

JULY 11, 2024

Large language models have become indispensable in generating intelligent and nuanced responses across a wide variety of business use cases. However, enterprises often have unique data and use cases that require customizing large language models beyond their out-of-the-box capabilities. Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon th

Automation 126

Automation Large Language Models Data Quality Machine Learning 126

Marktechpost

JULY 11, 2024

In transformer architectures, the computational costs and activation memory grow linearly with the increase in the hidden layer width of feedforward (FFW) layers. This scaling issue poses a significant challenge, especially as models become larger and more complex. Overcoming this challenge is essential for advancing AI research, as it directly impacts the feasibility of deploying large-scale models in real-world applications, such as language modeling and natural language processing tasks.

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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

AWS Machine Learning Blog

JULY 11, 2024

Retrieval Augmented Generation (RAG) is a popular paradigm that provides additional knowledge to large language models (LLMs) from an external source of data that wasn’t present in their training corpus. RAG provides additional knowledge to the LLM through its input prompt space and its architecture typically consists of the following components: Indexing : Prepare a corpus of unstructured text, parse and chunk it, and then, embed each chunk and store it in a vector database.

Machine Learning 125

Machine Learning ML LLM Natural Language Processing 125

Marktechpost

JULY 11, 2024

Mac users are accustomed to more specific, minimalist, and user-friendly applications. Jupyter is a web-based interface that prioritizes functionality over aesthetics, which might not feel as native or integrated with the Mac ecosystem as some dedicated Mac applications. For instance, Mac users often rely heavily on keyboard shortcuts and gestures for navigation.

Data Scientist 105

Data Scientist Data Analysis Data Science OpenAI 105

AWS Machine Learning Blog

JULY 11, 2024

Amazon SageMaker Studio provides a comprehensive suite of fully managed integrated development environments (IDEs) for machine learning (ML), including JupyterLab , Code Editor (based on Code-OSS), and RStudio. It supports all stages of ML development—from data preparation to deployment, and allows you to launch a preconfigured JupyterLab IDE for efficient coding within seconds.

ML 121

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