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 10 SQL Projects for Data Analysis

Analytics Vidhya

Introduction SQL (Structured Query Language) is a powerful data analysis and manipulation tool, playing a crucial role in drawing valuable insights from large datasets in data science. To enhance SQL skills and gain practical experience, real-world projects are essential. This article introduces the top 10 SQL projects for data analysis in 2023, offering diverse opportunities […] The post Top 10 SQL Projects for Data Analysis appeared first on Analytics Vidhya.

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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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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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Laminar Adds Support for SaaS and BigQuery Data Protection

Laminar Security

Laminar Launches Two New Solutions to Become First Full Data Security Platform for Multi-Cloud and SaaS Environments In today’s data-driven world, cloud computing has become the backbone of innovation and growth for enterprises across all industries. With an overwhelming majority of organizations utilizing cloud services and applications, data security has emerged as a critical concern by more than 93% of organizations.

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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 270

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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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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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Creating a Chatbot with FalconAI, LangChain, and Chainlit

Analytics Vidhya

Introduction Generative AI, especially the Generative Large Language Models, have taken over the world since their birth. This was only possible because they could integrate with different applications, from generating working programmable codes to creating fully GenerativeAI-managed Chat Support Systems. But most of the Large Language Models in the Generative AI space have been closed […] The post Creating a Chatbot with FalconAI, LangChain, and Chainlit appeared first on Analytics Vidhya

Modeling 269
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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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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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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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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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Top 10 Deep Learning Tools You Must Know in 2023

Analytics Vidhya

The complex problems in the world of computers and artificial Intelligence need the aid of deep learning tools. The challenges change with time, and so does the analysis pattern. Constant updates on tools and newer perspectives to deal with the problems require hands-on expertise and experience handling deep learning tools. Review the updated list of […] The post Top 10 Deep Learning Tools You Must Know in 2023 appeared first on Analytics Vidhya.

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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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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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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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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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IIT Grad’s AI-Generated Cover Letter Leaves Everyone in Stitches

Analytics Vidhya

In a comical turn of events, an IIT (Indian Institute of Technology) graduate’s attempt to leverage artificial intelligence for writing a cover letter resulted in an epic fail. The applicant, named Akhil, forgot to remove some technical jargon from the AI-generated letter before sending it out. The incident quickly made its way to Twitter, where […] The post IIT Grad’s AI-Generated Cover Letter Leaves Everyone in Stitches appeared first on Analytics Vidhya.

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GPT-Engineer: Your New AI Coding Assistant

KDnuggets

GPT-Engineer is an AI-powered application builder that generates codebases from project descriptions. It simplifies building applications, including our key-value database example, and works well with GPT-4.

IT 76
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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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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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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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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Technical Analysis is Changing Quickly in the Era of Big Data

Smart Data Collective

Big data technology has undoubtedly changed the financial industry in extraordinary ways. It will play an even more important role in the future. We usually talk about the benefits of big data from the perspective of financial institutions such as hedge fund managers, insurance companies and banks. These companies have certainly benefited from big data, which explains why global financial companies spent $10.8 billion on financial analytics last year.

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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.

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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.

IT 98
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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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Build Semantic Search Applications Using Open Source Vector Database ChromaDB

Analytics Vidhya

Introduction With the rise of AI applications and use cases, there has been an increased flow of various tools and technologies to facilitate such AI applications and allow AI developers to build real-world applications. Among such tools, today we will learn about the workings and functions of ChromaDB, an open-source vector database to store embeddings from […] The post Build Semantic Search Applications Using Open Source Vector Database ChromaDB appeared first on Analytics Vidhya.

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Automating the Chain of Thought: How AI Can Prompt Itself to Reason

KDnuggets

Auto-CoT prompting method has LLMs automatically generate their own demonstrations to prompt complex reasoning, using diversity-based sampling and zero-shot generation, reducing human effort in creating prompts. Experiments show it matches performance of manual prompting across reasoning tasks.

IT 76
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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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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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Unlock The Full Potential Of Hive

Cloudera

In the realm of big data analytics, Hive has been a trusted companion for summarizing, querying, and analyzing huge and disparate datasets. But let’s face it, navigating the world of any SQL engine is a daunting task, and Hive is no exception. As a Hive user, you will find yourself wanting to go beyond surface-level analysis, and deep dive into the intricacies of how a Hive query is executed.

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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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Neural Networks and Deep Learning: A Textbook (2nd Edition)

KDnuggets

The second edition of the book Neural Networks and Deep Learning is now available. This book covers both classical and modern models in deep learning. The book is intended to be a textbook for universities, and it covers the theoretical and algorithmic aspects of deep learning. The second edition is significantly expanded and covers many modern topics such as graph neural networks, adversarial learning, attention mechanisms, transformers, and large language models.

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.