Sat.Jul 15, 2023 - Fri.Jul 21, 2023

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Data storytelling – the art of telling stories through data

KDnuggets

Data Storytelling with Python Altair and Generative AI teaches you how to turn raw data into effective, insightful data stories. You’ll learn exactly what goes into an effective data story, then combine your Python data skills with the Altair library and AI tools to rapidly create amazing visualizations.

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Top 7 NLP Books Every Data Scientist Must Read

Analytics Vidhya

Introduction Recent advances in natural language processing (NLP) are essential for data scientists to stay on top. NLP books are priceless sources that provide in-depth knowledge, practical guidance, and cutting-edge techniques in the field. We will examine the 8 best NLP books in this article, which are essential reading for data scientists. The principles of […] The post Top 7 NLP Books Every Data Scientist Must Read appeared first on Analytics Vidhya.

Analytics 271
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Delivering Low-latency Analytics Products for Business Success

Rocket-Powered Data Science

On-prem data sources have the powerful advantage (for design, development, and deployment of enterprise analytics applications) of low-latency data delivery. Low-latency data delivery is a system level requirement that is tied to a critical business user requirement: low-latency analytics product delivery ! You cannot have the second without the first.

Analytics 198
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How real-time operational insights drive superior tech platform development

CIO Business Intelligence

Software-as-a-Service (SaaS) and SaaS-based service solutions have emerged as powerful tools. They address increasingly complex business processes, tackling anything from specific single functions to entire client-vendor relationship networks. SaaS is quickly evolving, and specialization has led to sophisticated, industry-specific or process-specific solutions, which can come to represent industry best practices.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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How SAS can help catapult practitioners’ careers

KDnuggets

Let's explore the journeys of SAS users who harnessed the power of SAS to unlock new opportunities and achieve their career goals.

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How To Get A Data Science Job? [Decoded In 8 Simple Steps]

Analytics Vidhya

The promising career in the data science field has led to an increase in competition. With numerous candidates competing hard to get the role, the opportunities often land in the lap of the right skilled and experience holders with effective communication. All the prerequisites and the answer to how to get a data science job […] The post How To Get A Data Science Job?

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Banking on customer experience and security via technology-based innovation

CIO Business Intelligence

I’ll never forget the look on my first mortgage clients’ faces as they signed for their new home – the joy and relief washing over them in equal measure. After weeks of exhausting back-and-forth requests and paperwork transferred in ways that seem naively unsecure by today’s standards, their prize was the key to the front door. Since then, automation has filled the gap in improving customer experience and security.

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Exploring the Power and Limitations of GPT-4

KDnuggets

Unveiling GPT-4: Deciphering its impact on data science and exploring its strengths and boundaries.

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Swiggy Follows Zomato and Blinkit in Integrating Generative AI

Analytics Vidhya

Swiggy, the renowned food delivery platform, embraces the potential of generative AI to transform how we discover food and groceries. Following the footsteps of major industry players such as Zomato, Blinkit, and Instacart, Swiggy aims to bring the latest AI technologies to its platform. By developing AI-led solutions for its restaurant partners and delivery ecosystem, […] The post Swiggy Follows Zomato and Blinkit in Integrating Generative AI appeared first on Analytics Vidhya.

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Implement tag-based access control for your data lake and Amazon Redshift data sharing with AWS Lake Formation

AWS Big Data

Data-driven organizations treat data as an asset and use it across different lines of business (LOBs) to drive timely insights and better business decisions. Many organizations have a distributed tools and infrastructure across various business units. This leads to having data across many instances of data warehouses and data lakes using a modern data architecture in separate AWS accounts.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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Dissecting Alstom’s three-part IT strategy

CIO Business Intelligence

Alstom builds high-speed trains, subways, monorails, and trams, but also develops turnkey systems, services, infrastructure, signaling, and digital mobility. And with a presence in 70 countries and around 74,000 employees, 3,100 of which are in Spain, the French multinational has important weight in the country, where it introduced a high-speed train, the first automatic metro, the latest generation signaling systems, and the return of the modern tram.

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The Drag-and-Drop UI for Building LLM Flows: Flowise AI

KDnuggets

Don’t have any coding experience? Don’t worry. Check out this drag-and-drop tool that helps you to build your own customized LLM flows. And guess what, you don’t have to be a tech professional!

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OpenAI Launches Custom Instructions for ChatGPT for Personalized AI Interaction

Analytics Vidhya

OpenAI has taken a significant step in enhancing user control over its AI language model, ChatGPT, by introducing a new feature called ‘custom instructions’ This latest update aims to streamline interactions and provide a more personalized experience for users. This article explores the various aspects of this new feature and teaches you how to enable […] The post OpenAI Launches Custom Instructions for ChatGPT for Personalized AI Interaction appeared first on Analytics Vidhya.

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Orca Security’s journey to a petabyte-scale data lake with Apache Iceberg and AWS Analytics

AWS Big Data

This post is co-written with Eliad Gat and Oded Lifshiz from Orca Security. With data becoming the driving force behind many industries today, having a modern data architecture is pivotal for organizations to be successful. One key component that plays a central role in modern data architectures is the data lake, which allows organizations to store and analyze large amounts of data in a cost-effective manner and run advanced analytics and machine learning (ML) at scale.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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How Nvidia became a trillion-dollar company

CIO Business Intelligence

Nvidia’s transformation from an accelerator of video games to an enabler of artificial intelligence (AI) and the industrial metaverse didn’t happen overnight—but the leap in its stock market value to over a trillion dollars did. It was when Nvidia reported strong results for the three months to April 30, 2023, and forecast that its sales could jump by 50% in the following fiscal quarter, that its stock market valuation soared, catapulting it into the exclusive trillion-dollar club alongside well

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ChatGPT Dethroned: How Claude Became the New AI Leader

KDnuggets

Putting the world to shame.

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Exploring the Power of Data Science in Civil Engineering

Analytics Vidhya

Introduction Civil engineering has witnessed a remarkable transformation in recent years, owing to the integration of data science techniques. Data science has emerged as a powerful tool, revolutionizing how civil engineers approach infrastructure project design, planning, and management. This article delves into the crucial role data science plays in civil engineering and its impact on […] The post Exploring the Power of Data Science in Civil Engineering appeared first on Analytics Vidhya

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Migrate data from Google Cloud Storage to Amazon S3 using AWS Glue

AWS Big Data

Today, we are pleased to announce a new AWS Glue connector for Google Cloud Storage that allows you to move data bi-directionally between Google Cloud Storage and Amazon Simple Storage Service (Amazon S3). We’ve seen that there is a demand to design applications that enable data to be portable across cloud environments and give you the ability to derive insights from one or more data sources.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Microsoft offers Dynamics users fresh incentives to move to the cloud

CIO Business Intelligence

Microsoft unveiled a new incentive program on Tuesday to help enterprises still running its Dynamics ERP and CRM software on premises to move to the cloud. The Accelerate, Innovate, and Move program (AIM) covers a broad range of on-premises business applications, including Dynamics AX, Dynamics CRM, Dynamics GP, Dynamics NAV, Dynamics SL, and Dynamics 365 Business, Microsoft said.

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ChatGPT-Powered Data Exploration: Unlock Hidden Insights in Your Dataset

KDnuggets

A guide to using ChatGPT for exploratory data analysis. Use ChatGPT to explore a dataset, generate visualizations, and gain insights.

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Frequentist vs Bayesian Statistics in Data Science

Analytics Vidhya

Introduction Statistical analysis plays a crucial role in the fast-developing field of data science, enabling researchers to gain insightful knowledge from data. However, the disagreement between Bayesian and frequentist methods has always been against each other. These two strategies embody different mindsets and procedures, each offering unique benefits and drawbacks.

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Introducing field-based coloring experience for Amazon QuickSight

AWS Big Data

Color plays a crucial role in visualizations. It conveys meaning, captures attention, and enhances aesthetics. You can quickly grasp important information when key insights and data points pop with color. However, it’s important to use color judiciously to enhance readability and ensure correct interpretation. Color should also be accessible and consistent to enable users to establish visual patterns and comprehend data effectively.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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10 most difficult-to-fill IT roles — and how to address the gap

CIO Business Intelligence

The CIO’s biggest hiring challenge is clear: “There is simply not enough talent to go around,” says Scott duFour, global CIO of business payments company Fleetcor, for whom positions in areas such as AI, cloud architecture, and data science remain the toughest to fill. This enduring talent gap has been a pressing concern for years, says Max Chan, CIO at global electronic components distributor Avnet, but it is widening.

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What is Superalignment & Why It is Important?

KDnuggets

Addressing the potential risks associated with superintelligence systems.

IT 108
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Unleashing Generative AI with VAEs, GANs, and Transformers

Analytics Vidhya

Introduction Generative AI, an exciting field at the intersection of artificial intelligence and creativity, is revolutionizing various industries by enabling machines to generate new and original content. From generating realistic images and music compositions to creating lifelike text and immersive virtual environments, generative AI is pushing the boundaries of what machines can achieve.

Analytics 271
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Query your Apache Hive metastore with AWS Lake Formation permissions

AWS Big Data

Apache Hive is a SQL-based data warehouse system for processing highly distributed datasets on the Apache Hadoop platform. There are two key components to Apache Hive: the Hive SQL query engine and the Hive metastore (HMS). The Hive metastore is a repository of metadata about the SQL tables, such as database names, table names, schema, serialization and deserialization information, data location, and partition details of each table.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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.

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How to manage cloud exploitation at the edge

CIO Business Intelligence

Small- and medium-sized businesses and enterprises have accelerated their move into the cloud since the global pandemic. The Infrastructure-as-a-Service (IaaS) cloud computing model enables remote working, supports digital transformation, provides scale, increases resilience, and can reduce costs. However, this shift requires a thorough understanding of the security implications and how a business can protect its data and applications.

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Unveiling the Power of Meta’s Llama 2: A Leap Forward in Generative AI?

KDnuggets

This article explores the technical details and implications of Meta's newly released Llama 2, a large language model that promises to revolutionize the field of generative AI. We delve into its capabilities, performance, and potential applications, while also discussing its open-source nature and the company's commitment to safety and transparency.

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The Fascinating Evolution of Generative AI

Analytics Vidhya

Introduction In the ever-expanding realm of artificial intelligence, one fascinating field that has captured the imagination of researchers, technologists, and enthusiasts alike is Generative AI. These clever algorithms are pushing the limits of what robots can do and understand every day, ushering in a new era of invention and creativity. In this essay, we embark […] The post The Fascinating Evolution of Generative AI appeared first on Analytics Vidhya.

Analytics 271
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Build a serverless log analytics pipeline using Amazon OpenSearch Ingestion with managed Amazon OpenSearch Service

AWS Big Data

In this post, we show how to build a log ingestion pipeline using the new Amazon OpenSearch Ingestion , a fully managed data collector that delivers real-time log and trace data to Amazon OpenSearch Service domains. OpenSearch Ingestion is powered by the open-source data collector Data Prepper. Data Prepper is part of the open-source OpenSearch project.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.