Sat.Feb 04, 2023 - Fri.Feb 10, 2023

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Will Artificial Intelligence Predict Your Next PR lead?

insideBIGDATA

In this contributed article, Stephen Marcinuk, Co-founder and Head of Operations at Intelligent Relations, explores the current state of play of AI technology in the PR industry, how can AI help predict future stories/ interactions, and the pros and cons of using AI for journalist interactions.

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Learning How to Use ChatGPT to Learn Python (or anything else)

KDnuggets

Let's learn how ChatGPT can help us learn about Python. or really anything at all.

Python 400
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Learn the basics of computer vision by building a self-driving toy car

Data Science Dojo

In this blog post, we will explore the technology behind self-driving toy cars and how computer vision can be used to enable them to navigate their environment. We will discuss the various computer vision techniques that can be implemented, including thresholding, edge detection, blob detection, optical flow, and machine learning. Self-driving cars have been a hot topic in the technological world for quite some time now.

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Deep Residual Learning for Image Recognition (ResNet Explained)

Analytics Vidhya

Introduction Deep learning has revolutionized computer vision and paved the way for numerous breakthroughs in the last few years. One of the key breakthroughs in deep learning is the ResNet architecture, introduced in 2015 by Microsoft Research. In this article, we will discuss the ResNet architecture and its significance in the field of computer vision. […] The post Deep Residual Learning for Image Recognition (ResNet Explained) appeared first on Analytics Vidhya.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Comet Announces Convergence 2023, the Leading Conference to Explore the New Frontiers of Machine Learning

insideBIGDATA

Comet, provider of a leading MLOps platform for machine learning (ML) teams from startup to enterprise, announced its second annual Convergence conference. The event, which is free to the ML community, will take place virtually March 7-8, 2023.

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SQL and Python Interview Questions for Data Analysts

KDnuggets

Walking you through the most important SQL and Python technical concepts and four interview questions to practice for the Data Analyst position.

More Trending

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End-to-End MLOps Architecture and Workflow

Analytics Vidhya

Introduction All the machine learning projects developed for the industrial business problem aim to develop and deploy them into production quickly. Thus, developing an automated ML pipeline becomes a challenge, which is why most ML projects fail to deliver on their expectations. However, the problem of automated ML pipelines can be addressed by bringing the […] The post End-to-End MLOps Architecture and Workflow appeared first on Analytics Vidhya.

ML 336
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Heard on the Street – 2/9/2023

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

Big Data 343
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KDnuggets Survey: Benchmark with your peers on industry spend and trends

KDnuggets

KDnuggets and its partners have just released a Spend & Trends survey to provide you the opportunity to benchmark with your peers on how folks are spending and the mindsets around current trends.

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Getting started with NLP using Hugging Face transformers pipelines

databricks

Advances in Natural Language Processing (NLP) have unlocked unprecedented opportunities for businesses to get value out of their text data. Natural Language Processing.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Web3: Breaking the Chains of Centralized Content Distribution

Analytics Vidhya

Introduction Web3 has the potential to revolutionize the way content is created, distributed, and monetized. Using decentralized blockchain technology, Web3 enables secure, censorship-resistant distribution of content and fairer revenue distribution for creators. The emergence of Web3 content platforms is changing the landscape, but adoption faces challenges such as user adoption and technology limitations.

Analytics 336
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Implementing AI into Enterprise Search to Make It Smarter

insideBIGDATA

In this sponsored post, our friends over at Sinequa share how the advent of AI, enterprise search has transformed into intelligent search, precisely as was envisaged. This has far-reaching consequences on customer experience and, by extension, return on investment (ROI) in all industries.

AI 330
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Making Intelligent Document Processing Smarter: Part 1

KDnuggets

This article attempts to measure the effect of various noises present in scanned documents on the performance of various APIs in the OCR segment.

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Databricks Expands Brickbuilder Solutions for Migrations in EMEA

databricks

Today, we're excited to announce that Databricks has expanded Brickbuilder Solutions by collaborating with key partners in Europe, the Middle East, and Africa.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Different Ways to Make 5G Services Better Using AI

Analytics Vidhya

Introduction When 3G got launched in India and worldwide, we were happy that at least YouTube videos would play decently. When 4G was released, video calls & web meetings became a reality. What does 5G hold next for us? – we all are excited to know! But something that we don’t realize easily is that – […] The post Different Ways to Make 5G Services Better Using AI appeared first on Analytics Vidhya.

AI 335
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New Survey Finds Consumers Give Chatbots a Failing Grade in Customer Experience

insideBIGDATA

Cyara, provider of the Automated Customer Experience (CX) Assurance Platform, released a new global study that shows while most customers want to use chatbots for automated support, many businesses fail to deliver positive chatbot experiences even as they increasingly rely on them as primary methods of customer interactions online.

Big Data 284
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5 Pandas Plotting Functions You Might Not Know

KDnuggets

Utilize these plotting functions to improve your visualization game.

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SUSE Dials Into The Telco-Optimized Edge

Adrian Bridgwater for Forbes

SUSE's new Adaptive Telco Infrastructure Platform (ATIP) is a telco-optimized edge computing platform (the computing ‘edge’ being the extremities of the Internet of Things where processing happens away from the datacenter) that enables telecom companies to modernize their networks.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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FACEIO App: New Age Face Authentication

Analytics Vidhya

Source: Freepik Introduction Authentication is a very crucial part of this technological world. Many tech stacks and framesets are created to avoid the unimaginable circumstances caused by their wrong use. They are continuously struggling to develop an effective and efficient application. But there is a problem with the developers: they pay less attention to developing […] The post FACEIO App: New Age Face Authentication appeared first on Analytics Vidhya.

Analytics 329
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Civo Announces Launch of New Machine Learning Managed Service

insideBIGDATA

Civo, the cloud native service provider, has announced its new Machine Learning (ML) managed service, “Kubeflow as a Service” aimed at improving the developer experience and reducing the resources and time required to gain insights from ML algorithms.

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Building a Recommender System for Amazon Products with Python

KDnuggets

I built a recommender system for Amazon’s electronics category.

Python 271
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The Future For Open Source

Adrian Bridgwater for Forbes

CEO of OpenUK Amanda Brock has called for something of a reimagining of the collective mindset behind how we develop open technology as an industry… and perhaps, wider, as a planet.

Big Data 246
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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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Types of Cloud Computing Platforms

Analytics Vidhya

Introduction Explore the exciting world of cloud computing! This blog post will overview the different cloud platform types, their benefits, and their uses. Everyone, from beginners to experts, will be able to gain insight into the types of cloud computing platforms that best fits their needs. Gather the information you need to make the best […] The post Types of Cloud Computing Platforms appeared first on Analytics Vidhya.

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Fiddler Brings Industry-Leading Advanced Actionable Insights and Rich Diagnostics to Model Performance Management

insideBIGDATA

Fiddler, a pioneer in Model Performance Management (MPM), launched a powerful set of capabilities in analytics, diagnostics, and vector monitoring to help monitor, explain, analyze, and improve trustworthy models.

Analytics 279
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Python Function Arguments: A Definitive Guide

KDnuggets

Learn all about positional and keyword arguments, default and variable number of arguments in Python functions.

Python 271
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Google unveils its experimental conversational AI service Bard

Dataconomy

The long-awaited debut of Google AI Bard finally happened. We previously shared with you that the tech giant is working on Google Apprentice Bard AI. Just days after the news, Google Code Red alarm seems to be paying off with a little name change.

AI 244
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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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Scratch Detection Using Mask RCNN & Yolov5

Analytics Vidhya

Introduction This project focuses on Car Scratch Detection, in sync with the development of autonomous quality inspection systems for different types of products. For example, in a parking lot, such detection provides the client with the assurance that their car will be safe and sound; also, if something happens, the detection system will be useful […] The post Scratch Detection Using Mask RCNN & Yolov5 appeared first on Analytics Vidhya.

Analytics 328
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Transform your data into insights: The data analyst’s guide to Power BI

Data Science Dojo

Data is an essential component of any business, and it is the role of a data analyst to make sense of it all. Power BI is a powerful data visualization tool that helps them turn raw data into meaningful insights and actionable decisions. In this blog, we will explore the role of data analysts and how they use Power BI to extract insights from data and drive business success.

Power BI 221
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Linear Programming 101 for Data Scientists

KDnuggets

This post provides an overview of topics in linear programming, history, and recent advances, software packages, common problem specifications, and a case study using Toronto shelters data and the PuLP software package.

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Designing Data: Proactive Data Collection and Iteration for Machine Learning

Machine Learning Research at Apple

Lack of diversity in data collection has caused significant failures in machine learning (ML) applications. While ML developers perform post-collection interventions, these are time intensive and rarely comprehensive. Thus, new methods to track and manage data collection, iteration, and model training are necessary for evaluating whether datasets reflect real world variability.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!