Sat.Jul 29, 2023 - Fri.Aug 04, 2023

article thumbnail

7 Steps to Mastering Data Cleaning and Preprocessing Techniques

KDnuggets

Are you trying to solve your first data science project? This tutorial will help you to guide you step by step to prepare your dataset before applying the machine learning model.

article thumbnail

Empower your Jira data in a data lake with Amazon AppFlow and AWS Glue

AWS Big Data

In the world of software engineering and development, organizations use project management tools like Atlassian Jira Cloud. Managing projects with Jira leads to rich datasets, which can provide historical and predictive insights about project and development efforts. Although Jira Cloud provides reporting capability, loading this data into a data lake will facilitate enrichment with other business data, as well as support the use of business intelligence (BI) tools and artificial intelligence (A

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Keras 3.0: Everything You Need To Know

KDnuggets

Unlock the power of AI collaboration with Keras 3.0! Seamlessly switch between TensorFlow, JAX, and PyTorch, revolutionizing your deep learning projects. Read now and stay ahead in the world of AI.

article thumbnail

AI and Brain Implants Restore Movement and Sensation for Paralyzed Man

Analytics Vidhya

In a groundbreaking medical feat, doctors in the United States have harnessed the power of Artificial Intelligence (AI) and brain implants to bring hope to a quadriplegic man. Keith Thomas, paralyzed from the chest down due to a diving accident, can now move and feel again, thanks to a novel clinical trial at Northwell Health’s […] The post AI and Brain Implants Restore Movement and Sensation for Paralyzed Man appeared first on Analytics Vidhya.

Analytics 270
article thumbnail

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

article thumbnail

4 ways to ask hard questions about emerging tech risks

CIO Business Intelligence

As CIOs and technology leaders, we’re almost always in the role of the technology evangelist, bringing both mainstream and emerging technology into the organization for business benefit. In collaboration with our peers, we have a solid business sense that carefully weighs innovation and risk in order to gain valuable ROI while protecting the organization from all forms of risk associated with each project.

Risk 98
article thumbnail

Improving Fleet Management with Blockchain Technology

Smart Data Collective

As the logistics sector continues to expand and evolve, blockchain technology is becoming an integral part of supply chain procedures. Its implementation offers numerous benefits and applications that streamline operations and enhance efficiency. Also, it enables the compilation of detailed information on container movement, providing real-time and transparent tracking throughout the supply chain.

More Trending

article thumbnail

OpenAI Unveils 6 Exciting ChatGPT Features to Revolutionize User Experience

Analytics Vidhya

OpenAI, the pioneering company behind ChatGPT, continues to innovate and elevate the user experience with six exciting new features. These enhancements, set to launch in the coming week, aim to make interactions with ChatGPT more engaging, efficient, and productive. From prompt examples to keyboard shortcuts, let’s explore how these updates transform the way users interact […] The post OpenAI Unveils 6 Exciting ChatGPT Features to Revolutionize User Experience appeared first on Analy

article thumbnail

Improving visibility and security in hybrid cloud environments

CIO Business Intelligence

When it comes to keeping our digital world secure, there’s a saying that really hits home: “ You can’t protect what you can’t see.” It’s a reminder that without a clear view of our data and systems, we’re leaving ourselves vulnerable to all sorts of risks. That’s where centralized visibility comes in. By bringing together information from different sources and analyzing it, we gain a powerful tool to identify and respond to potential threats.

Risk 98
article thumbnail

Configure cross-Region table access with the AWS Glue Catalog and AWS Lake Formation

AWS Big Data

Today’s modern data lakes span multiple accounts, AWS Regions, and lines of business in organizations. Companies also have employees and do business across multiple geographic regions and even around the world. It’s important that their data solution gives them the ability to share and access data securely and safely across Regions. The AWS Glue Data Catalog and AWS Lake Formation recently announced support for cross-Region table access.

article thumbnail

KDnuggets News, August 2: ChatGPT Code Interpreter: Fast Data Science • Can’t Keep Up? Catch up on This Week in AI

KDnuggets

ChatGPT Code Interpreter: Do Data Science in Minutes • This Week in AI • Introduction to Statistical Learning, Python Edition: Free Book • 8 Programming Languages For Data Science to Learn in 2023 • Mastering GPUs: A Beginner's Guide to GPU-Accelerated DataFrames in Python

article thumbnail

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?

article thumbnail

A Comprehensive Guide to Fine-Tuning Large Language Models

Analytics Vidhya

Introduction Over the past few years, the landscape of natural language processing (NLP) has undergone a remarkable transformation, all thanks to the advent of large language models. These sophisticated models have opened the doors to a wide array of applications, ranging from language translation to sentiment analysis and even the creation of intelligent chatbots.

Modeling 269
article thumbnail

Full Steam Ahead: CIO Kopal Raj of WABTEC on staying ‘on-track’ with AI, IoT and sustainability goals

CIO Business Intelligence

With a mission to revolutionize the future of global mobility, WABTEC delivers transformative transportation systems that quite literally propel the world forward. Initiated in 1869, with an expansive legacy built on the shoulders of giants such as Westinghouse (which gives it the name Westinghouse Airbrakes technology), Edison and Faiveley, WABTEC has been pioneering force in modern transportation solutions.

IoT 96
article thumbnail

Amazon Kinesis Data Streams on-demand capacity mode now scales up to 1 GB/second ingest capacity

AWS Big Data

Amazon Kinesis Data Streams is a serverless data streaming service that makes it easy to capture, process, and store streaming data at any scale. As customers collect and stream more types of data, they have asked for simpler, elastic data streams that can handle variable and unpredictable data traffic. In November 2021, Amazon Web Services launched the on-demand capacity mode for Kinesis Data Streams, which is capable of serving gigabytes of write and read throughput per minute and helps reduce

Metrics 92
article thumbnail

Mastering Regular Expressions with Python

KDnuggets

This article dives deep into the world of regular expressions with Python, providing a comprehensive guide for anyone looking to master this complex yet powerful tool, with detailed explanations and code examples.

87
article thumbnail

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.

article thumbnail

Adapting BERT Through Fine-tuning For Downstream Tasks

Analytics Vidhya

Introduction Adapting BERT for downstream tasks entails utilizing the pre-trained BERT model and customizing it for a particular task by adding a layer on top and training it on the target task. This technique allows the model to learn dependent on the task details from the data used for training while drawing on the knowledge of […] The post Adapting BERT Through Fine-tuning For Downstream Tasks appeared first on Analytics Vidhya.

Modeling 268
article thumbnail

Enterprises enthusiastic about generative AI, Foundry survey shows

CIO Business Intelligence

Generative AI is already making deep inroads into the enterprise, but not always under IT department control, according to a recent survey of business and IT leaders by Foundry, publisher of CIO.com. The survey found tension between business leaders seeking competitive advantage, and IT leaders wanting to limit risks. Some 62% of respondents said their organizations were actively using generative AI, with 23% saying they were in the early stages of exploring its use, and 14% saying they were con

article thumbnail

How FIS ingests and searches vector data for quick ticket resolution with Amazon OpenSearch Service

AWS Big Data

This post was co-written by Sheel Saket, Senior Data Science Manager at FIS, and Rupesh Tiwari, Senior Architect at Amazon Web Services. Do you ever find yourself grappling with multiple defect logging mechanisms, scattered project management tools, and fragmented software development platforms? Have you experienced the frustration of lacking a unified view, hindering your ability to efficiently manage and identify common trending issues within your enterprise?

article thumbnail

I Created An AI App In 3 Days

KDnuggets

After being impressed by ChatGPT, I created an innovative AI cover letter generator that matches user skills to job requirements to automate customized and relevant application letters.

86
article thumbnail

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.

article thumbnail

AI-Driven ‘Deepfake’ Fraud: Kerala’s Ongoing Battle Against Scammers

Analytics Vidhya

In recent months, Kerala has witnessed a surge in a devious form of fraud exploiting AI-driven ‘deepfake’ technology. With over 300 individuals losing a staggering Rs. 4 crore to these scammers, the state is grappling with a new wave of cybercrime. The AI scam targets vulnerable victims with enticing ‘work from home’ and ‘business at […] The post AI-Driven ‘Deepfake’ Fraud: Kerala’s Ongoing Battle Against Scammers appeared first on Analytics

article thumbnail

10 tips for modernizing legacy apps for the cloud

CIO Business Intelligence

To fully capitalize on the cloud’s scalability and flexibility, most enterprises go beyond a simple lift-and-shift approach, instead injecting them with cloud-native capabilities — a strategy that sounds simple but can quickly prove complex. After all, as with many seemingly easy tasks, the devil is in the details. Fortunately, modernizing a legacy app for the cloud doesn’t have to be a lengthy, painful process, as long as you have realistic expectations and are fully prepared to approach the ta

article thumbnail

Create an Apache Hudi-based near-real-time transactional data lake using AWS DMS, Amazon Kinesis, AWS Glue streaming ETL, and data visualization using Amazon QuickSight

AWS Big Data

With the rapid growth of technology, more and more data volume is coming in many different formats—structured, semi-structured, and unstructured. Data analytics on operational data at near-real time is becoming a common need. Due to the exponential growth of data volume, it has become common practice to replace read replicas with data lakes to have better scalability and performance.

article thumbnail

How to Compensate for Blind Spots and Biases in Your Security Strategy

Smart Data Collective

Many businesses have at least some kinds of cybersecurity plan in place, but not all cybersecurity strategies are equally thorough. Most business decision makers suffer from blind spots and biases that cause them to neglect or underestimate certain risks. How do you compensate for these and improve your cybersecurity approach? Blind Spots, Biases, and Misperceptions As any experienced IT consultant will tell you, human beings are imperfect.

article thumbnail

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.

article thumbnail

Indian Student at MIT Creates Voice-Free Conversational Device

Analytics Vidhya

In a fascinating development, a student from the prestigious Massachusetts Institute of Technology (MIT) introduced AlterEgo, an innovative AI-enabled device. AlterEgo allows users to engage in natural language conversations with machines, AI assistants, services, and even other individuals without speaking a word aloud. Instead, users can articulate words internally, making communication seamless and discreet.

article thumbnail

Revolutionize your site for growth, innovation, and customer satisfaction with composable architecture

CIO Business Intelligence

If your business can’t adapt, your business can’t compete. In the fast-paced world of business, adaptability is the key to success. Unfortunately, most turn-key website platforms have a hidden flaw – they are inherently limited in their potential. As your business grows, your unique needs may diverge from what your vendor’s monolithic platform can offer, resulting in a system that does many things but excels at none.

article thumbnail

KDnuggets Top Posts for June 2023: GPT4All is the Local ChatGPT for your Documents and it is Free!

KDnuggets

GPT4All is the Local ChatGPT for your Documents and it is Free! • Falcon LLM: The New King of Open-Source LLMs • 10 ChatGPT Plugins for Data Science Cheat Sheet • ChatGPT for Data Science Interview Cheat Sheet • Noteable Plugin: The ChatGPT Plugin That Automates Data Analysis • 3 Ways to Access Claude AI for Free • What are Vector Databases and Why Are They Important for LLMs?

IT 84
article thumbnail

How AI-powered chatbots are transforming marketing and sales operations

IBM Big Data Hub

In this AI and digital age, customer expectations have evolved. Customers increasingly expect instant gratification: personalized, accurate answers faster and easier than ever before. They don’t want to fill out a form to request a quote, send an email to get pricing information, or wait to get simple answers; they want real-time answers and action.

Sales 70
article thumbnail

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.

article thumbnail

Exploring Multithreading: Concurrency and Parallel Execution in Python

Analytics Vidhya

Introduction Concurrency is a key component of computer programming that helps enhance applications’ speed and responsiveness. Multithreading is a potent method for creating concurrency in Python. Multiple threads can run concurrently within a single process using multithreading, enabling parallel execution and effective use of system resources.

Analytics 265
article thumbnail

Invoking IT to help revitalize Indigenous languages at risk of extinction

CIO Business Intelligence

The Miami-Illinois language of the Miami Tribe of Oklahoma (Myaamiaki tribe) fell dormant during the 19th and 20th centuries, at a time when Indigenous populations faced forced relocations and abusive boarding schools, where children were forced to assimilate and were punished for using their own language. It wasn’t until the 1990s that Indigenous rights were recognized by the US government, along with the right to their heritage, language, and culture.

Risk 98
article thumbnail

Breaking the Data Barrier: How Zero-Shot, One-Shot, and Few-Shot Learning are Transforming Machine Learning

KDnuggets

Discover the concepts of Zero-Shot, One-Shot, and Few-Shot Learning, which enable machine learning models to classify and recognize objects or patterns with a limited number of examples.

article thumbnail

Estimating Scope 1 Carbon Footprint with Amazon Athena

AWS Big Data

Today, more than 400 organizations have signed The Climate Pledge , a commitment to reach net-zero carbon by 2040. Some of the drivers that lead to setting explicit climate goals include customer demand, current and anticipated government relations, employee demand, investor demand, and sustainability as a competitive advantage. AWS customers are increasingly interested in ways to drive sustainability actions.

article thumbnail

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.