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 283
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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 129
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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 311
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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 129
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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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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 301
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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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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.

Reporting 113
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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 286
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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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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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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.

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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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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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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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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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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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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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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 240
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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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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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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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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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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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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.

IT 100
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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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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

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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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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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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 141
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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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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.