Thu.Jul 25, 2024

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Avoid These 5 Common Mistakes in AI that Every Novice Makes

Analytics Vidhya

Introduction Try to think of yourself as a student entering the first day at a new school. You are learning with enthusiasm but there are so many things which are new to you and this easily leads to the mistakes. The AI same is somewhat like that for a beginner – the world is interesting […] The post Avoid These 5 Common Mistakes in AI that Every Novice Makes appeared first on Analytics Vidhya.

Analytics 339
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CIOs must reassess cloud concentration risk post-CrowdStrike

CIO Business Intelligence

The recovery from last week’s defective content update from CrowdStrike that impacted millions of Microsoft Windows endpoints has been a significant undertaking, to say the least. The outage put enterprises, cloud services providers, and critical infrastructure providers into precarious positions, and has drawn attention to how dominant CrowdStrike’s market share has become, commanding an estimated 24% of the endpoint detection and response (EDR) market.

Risk 144
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How to Build Your Personal AI Assistant with Huggingface SmolLM?

Analytics Vidhya

Introduction In the not-so-distant past, the idea of having a personal AI assistant felt like something out of a sci-fi movie. Picture a tech-savvy inventor named Alex, who dreamed of having a smart companion to answer questions and provide insights, without relying on the cloud or third-party servers. With advancements in small language models (SLMs), […] The post How to Build Your Personal AI Assistant with Huggingface SmolLM?

Modeling 343
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20 IT management certifications for IT leaders

CIO Business Intelligence

IT managers are often responsible for not just overseeing an organization’s IT infrastructure but its IT teams as well. To succeed, you need to understand the fundamentals of security, data storage, hardware, software, networking, and IT management frameworks — and how they all work together to deliver business value. Plus, you must be adept at managing teams, projects, and processes.

IT 131
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State of AI in Sales & Marketing 2025

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

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Top 5 Frameworks for Building AI Agents in 2024

Analytics Vidhya

Introduction Artificial intelligence has recently seen a surge of interest in AI agents – autonomous software entities capable of perceiving their environment, making decisions, and taking action to achieve specific objectives. These agents often incorporate more advanced planning, reasoning, and adaptation capabilities than traditional reinforcement learning models.

Software 328
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For security leaders, AI is a mounting peril and an emerging shield

CIO Business Intelligence

The already heavy burden born by enterprise security leaders is being dramatically worsened by AI, machine learning, and generative AI (genAI). Malware, phishing, and ransomware are fast-growing threats given new potency and effectiveness with AI – for example, improving phishing attacks, creating convincing fake identities or impersonating real ones.

More Trending

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Master Data Governance in a Multi-Cloud Environment

Smart Data Collective

Mastering data governance in a multi-cloud environment is key! Delve into best practices for seamless integration, compliance, and data quality management.

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What’s the Difference Between Type I and Type II Errors ?

Analytics Vidhya

Introduction Imagine you are conducting a study to determine whether a new drug effectively reduces blood pressure. You administer the drug to a group of patients and compare their results to a control group receiving a placebo. You analyze the data and conclude that the new drug significantly reduces blood pressure when, in reality, it […] The post What’s the Difference Between Type I and Type II Errors ?

Analytics 318
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Transition from Amazon CloudSearch to Amazon OpenSearch Service

AWS Big Data

At AWS, we are constantly innovating and evolving our services to meet the ever-changing needs of our customers. In this post, we want to help you understand the differences between Amazon CloudSearch and Amazon OpenSearch Service , and how you can transition to OpenSearch Service. Comparing Amazon CloudSearch and Amazon OpenSearch Service CloudSearch is a fully managed service in the cloud that makes it straightforward to set up, manage, and scale a search solution for your website or applicati

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A Comprehensive Guide on Indexing Algorithms in Vector Databases

Analytics Vidhya

Introduction Vector databases are specialized databases that store data as high-dimensional vectors. These vectors serve as mathematical representations of features or attributes, with dimensions ranging from tens to thousands based on the complexity of the data. They are designed to manage high-dimensional data that traditional Database Management Systems (DBMS) struggle to handle effectively.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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ServiceNow embroiled in DOJ probe of government contract award

CIO Business Intelligence

ServiceNow has reported potential compliance issues to the US Department of Justice “related to one of its government contracts” as well as the hiring of the then-CIO of the US Army to be its head of global public sector, the company said in regulatory filings on Wednesday. The DOJ is looking into the matter. Following an internal investigation, ServiceNow said, its President and COO, CJ Desai, has resigned, while “the other individual has also departed the company.

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How to Build a RAG Evaluator Python Package with Poetry?

Analytics Vidhya

Introduction Imagine that you are about to produce a Python package that has the potential to completely transform the way developers and data analysts assess their models. The trip begins with a straightforward concept: a flexible RAG evaluation tool that can manage a variety of metrics and edge circumstances. You’ll go from initializing your package […] The post How to Build a RAG Evaluator Python Package with Poetry?

Metrics 301
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How To Navigate the Filesystem with Python’s Pathlib

KDnuggets

Learn how to navigate and manage your filesystem with Python's built-in pathlib module.

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Flame Guardian: Developing a Deep Learning-Based Fire Detection System

Analytics Vidhya

Introduction Imagine waking up to the smell of smoke, heart racing as you ensure your family’s safety. Early detection is crucial, and “Flame Guardian,” a deep learning-powered fire detection system, aims to make a life-saving difference. This article guides you through creating this technology using CNNs and TensorFlow, from data gathering and augmentation to model […] The post Flame Guardian: Developing a Deep Learning-Based Fire Detection System appeared first on Analy

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The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

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How to Handle Time Zones and Timestamps Accurately with Pandas

KDnuggets

Learn how to handling the time-zone and timestamps in Pandas with Python.

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From Tech Innovator to Healthcare Pioneer: Dr. Geetha Manjunath’s AI Story

Analytics Vidhya

In this session of Leading with Data, we have the honor of hosting Dr. Geetha Manjunath, the Founder and CEO of Niramai Analytix. With a distinguished career spanning over 25 years, Dr. Geetha has made significant strides in the field of artificial intelligence and healthcare. Holding a PhD from the Indian Institute of Science and […] The post From Tech Innovator to Healthcare Pioneer: Dr.

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Manage Amazon Redshift provisioned clusters with Terraform

AWS Big Data

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it straightforward and cost-effective to analyze all your data using standard SQL and your existing extract, transform, and load (ETL); business intelligence (BI); and reporting tools. Tens of thousands of customers use Amazon Redshift to process exabytes of data per day and power analytics workloads such as BI, predictive analytics, and real-time streaming analytics.

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The evolving role of security and IT in DR and incident response

CIO Business Intelligence

CIOs have a long history of managing incidents and disasters through established IT practices, guided by frameworks such as ITIL for incident management and disaster recovery. However, as ecommerce has proliferated, security threats have increased, elevating cybersecurity to a board-level concern. Early cybersecurity threats were limited in their scope and damage, but current threats can ruin a business.

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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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Migrate workloads from AWS Data Pipeline

AWS Big Data

AWS Data Pipeline helps customers automate the movement and transformation of data. With Data Pipeline, customers can define data-driven workflows, so that tasks can be dependent on the successful completion of previous tasks. Launched in 2012, Data Pipeline predates several popular Amazon Web Services (AWS) offerings for orchestrating data pipelines such as AWS Glue , AWS Step Functions , and Amazon Managed Workflows for Apache Airflow (Amazon MWAA).

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Webinar: How SMBs can embrace today’s AI Era

CIO Business Intelligence

New developments in artificial intelligence can lead to real benefits for businesses—especially small- and medium-sized businesses (SMBs) that have fewer resources and smaller staffs than their enterprise counterparts. However, SMBs must approach AI in a thoughtful, measured way that works for their unique businesses if they want to reap its full potential.

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Wasn’t Generative AI Supposed To Disrupt Business Intelligence?

Boris Evelson

Generative AI was supposed to disrupt how we analyze data using BI tools. Find out why that hasn't happened yet.

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Maintain Tech Optionality & Agility With Dataiku

Dataiku

We recently surveyed 200 analytics and IT leaders on all things Generative AI, tech stacks, data challenges, and more, and a staggering 60% have more than five tools for each step in the analytics and AI lifecycle.

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Enterprise ABM Marketing Tools: A Marketers Guide

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.

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Data, Missions and a New Labour Government

Anmut

The UK has a new Labour Government with an outsized majority and a clear focus through its five missions: (1) Kickstart economic growth – to secure the highest sustained growth in the G7 – with good jobs and productivity growth in every part of the country making everyone, not just a few, better off. (2) Make Britain a clean energy superpower – to cut bills, create jobs and deliver security with cheaper, zero-carbon electricity by 2030, accelerating to net zero. (3) Take back our str

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4 cities proving the transformative value of data and IT

CIO Business Intelligence

Smart cities are springing up around the country. These technologically modern municipalities use a variety of systems, devices, and sensors to enhance services and operations, manage assets, and increase efficiency — fueled by the power of data. Such data, collected from a range of sources before being processed and analyzed, helps city IT organizations monitor and manage infrastructure such as traffic and transportation systems, utilities, water supply networks, waste removal, hospitals, schoo

IT 131
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How ATPCO enables governed self-service data access to accelerate innovation with Amazon DataZone

AWS Big Data

This blog post is co-written with Raj Samineni from ATPCO. In today’s data-driven world, companies across industries recognize the immense value of data in making decisions, driving innovation, and building new products to serve their customers. However, many organizations face challenges in enabling their employees to discover, get access to, and use data easily with the right governance controls.

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Unlocking Microsoft Efficiency With Certent Disclosure Management

Jet Global

Disclosure management has traditionally relied on Microsoft Office products like Excel and Word as workhorses for finance teams. However, the modern business landscape demands a more efficient and integrated approach to ensure accurate and timely financial disclosures. In today’s fast-paced environment, manual data consolidation from various sources (ERP systems, spreadsheets) into cohesive reports within Excel can be time-consuming and prone to errors.

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Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.