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

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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.

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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

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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.

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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

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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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
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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

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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 271
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The hardest part of building software is not coding, it’s requirements

CIO Business Intelligence

With all the articles about all the amazing AI developments, there’s plenty of hand-wringing around the possibility that we, as software developers, could soon be out of a job, replaced by artificial intelligence. They imagine all the business execs and product researchers will bypass most or all of their software developers and ask AI directly to build exactly what they think they want or need.

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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.

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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

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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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 270
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Simplifying IT strategy: How to avoid the annual planning panic

CIO Business Intelligence

For those companies operating on a calendar year, the end of summer signals the start of annual planning and the mad dash to prepare their IT strategies. Annual or not, like running with the bulls in Pamplona, this exercise never fails to test your mettle and often leaves you staring frantically at the page and wondering: how do I tell this story? This year, before you open any slides, grab a notepad.

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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.

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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.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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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

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20 issues shaping generative AI strategies today

CIO Business Intelligence

Organizations are rushing to figure out how to extract business value from generative AI — without falling prey to the myriad pitfalls arising. The adoption curve here is by no means gradual, with most enterprise leaders quickly working to harness the technology’s potential mere months after the November 2022 launch of gen AI tool ChatGPT kicked off a wave of enthusiasm (and worry).

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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?

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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.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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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 269
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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
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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.

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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 86
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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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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.

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Building a successful platform engineering practice

CIO Business Intelligence

As companies continue to shift towards the cloud, platform engineering has emerged as a practice for organizations to efficiently and effectively deploy modern workloads, while maintaining a repeatable secure deployment pattern. Organizations looking to remain competitive and relevant in today’s fast-paced world need to focus on setting up processes that enable development teams to build and deliver software faster.

Metrics 98
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Streamlining compliance with IBM Cloud Infrastructure as Code and a shift-left approach

IBM Big Data Hub

In today’s fast-paced digital landscape, organizations need to ensure their cloud infrastructure is not only efficient and scalable but also compliant with various regulatory standards. IBM Cloud provides a powerful solution with its Infrastructure as Code (IaC) capabilities and the adoption of a shift-left approach to compliance. This blog explores how IBM Cloud’s IaC, when combined with shift-left compliance practices, can help organizations enhance their cloud infrastructure and m

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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.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Must Know 10 Common Bad Data Cases and Their Solutions

Analytics Vidhya

Introduction In the data-driven era, the significance of high-quality data cannot be overstated. The accuracy and reliability of data play a pivotal role in shaping crucial business decisions, impacting an organization’s reputation and long-term success. However, bad or poor-quality data can lead to disastrous outcomes. To safeguard against such pitfalls, organizations must be vigilant in […] The post Must Know 10 Common Bad Data Cases and Their Solutions appeared first on Analytics

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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
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How organizations can successfully measure an application health monitoring process

IBM Big Data Hub

Organizations today require every employee, application and process to work in coordination to produce value. Organizations increasingly depend on their technology stack—which comprises the totality of their network interfaces, CPUs, virtual machines, operating system information and installed applications—to deliver consistent service to the end user.

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Introducing OpenLLM: Open Source Library for LLMs

KDnuggets

A user-friendly platform for operating large language models (LLMs) in production, with features such as fine-tuning, serving, deployment, and monitoring of any LLMs.

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The Key to Sustainable Energy Optimization: A Data-Driven Approach for Manufacturing

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. ♻️ Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets. 📊 Join us for a practical webinar hosted by Kevin Kai Wong of Emergent Ene