Thu.May 18, 2023

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Data Mining vs Machine Learning: Choosing the Right Approach

Analytics Vidhya

Data mining and machine learning are two closely related yet distinct fields in data analysis. With both techniques extracting valuable insights, it becomes crucial to understand their characteristics, applications, and methodologies. What is data mining vs machine learning? How do they differ in terms of goals and approaches? This article aims to shed light on […] The post Data Mining vs Machine Learning: Choosing the Right Approach appeared first on Analytics Vidhya.

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14 essential book recommendations by and for IT leaders

CIO Business Intelligence

Looking for your next read? Why not pick up a book that will inspire you to be a more effective leader, help you spot challenges and pitfalls in your IT strategies and processes, or prepare for the future of information technology? I asked CIOs and other high-level IT leaders to recommend books that have impacted their career, whether that has meant inspiring them to be better leaders or helping them navigate a particular challenge.

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Meet Phoenix Robot of Sanctuary AI and Tesla’s Latest Launch, Optimus!

Analytics Vidhya

Sanctuary AI, a Vancouver-based company, has introduced its 6th generation robot named Phoenix, which is designed to offer ‘labor-as-a-service’ to tackle labor challenges faced by organizations today. They built this general-purpose robot with advanced AI capabilities, allowing it to integrate seamlessly into the workforce in various industries.

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How to Efficiently Scale Data Science Projects with Cloud Computing

KDnuggets

This article discusses the key components that contribute to the successful scaling of data science projects. It covers how to collect data using APIs, how to store data in the cloud, how to clean and process data, how to visualize data, and how to harness the power of data visualization through interactive dashboards.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Google Adds AI Coding Bot Codey to Google Colaboratory

Analytics Vidhya

Google Colaboratory, also known as Google Colab, is a popular web-based platform for coding and data analysis. It is widely used by data scientists, researchers, and developers around the world. It offers free access to powerful computing resources, including GPUs & TPUs, and integrates with popular tools like Jupyter Notebooks & GitHub. Now, Google is […] The post Google Adds AI Coding Bot Codey to Google Colaboratory appeared first on Analytics Vidhya.

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IBM named a Leader in the latest Forrester Waveâ„¢ report for AI Decisioning

IBM Big Data Hub

Forrester Research just released “ The Forrester Wave™: AI Decisioning Platforms, Q2 2023: The 13 Providers That Matter Most And How They Stack Up ” by Mike Gualtieri with Aaron Katz, Catherine Marcin, and Jen Barton, and IBM is proud to be recognized as a Leader. This report outlines the combination of traditional decision automation tools with machine learning models and other technologies.

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Why AI Is Like Drawing An Owl

Timo Elliott

There’s a meme on the internet about drawing an owl. Here’s a PG-rated version: In case you’re unfamiliar with it, here’s a very capable explanation from ChatGPT: What has that to do with AI? Well, it seems obvious that the latest large-language technologies like ChatGPT and Bard can be used to transform business. And that’s certainly true for tasks such as summarizing documents, which these technologies do astoundingly well.

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Amazon to Make ‘Once-in-a Generation’ Change With AI Search

Analytics Vidhya

In a move that will certainly shake up the e-commerce industry, Amazon is currently working on an AI-powered conversational experience for search. Amazon recently posted job listings looking for engineers who can help them transform their search function into “an interactive conversational experience that helps you find answers to product questions, perform product comparisons, receive […] The post Amazon to Make ‘Once-in-a Generation’ Change With AI Search appeared first

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Design effective & reliable machine learning systems!

KDnuggets

Machine Learning System Design: With end-to-end examples is a practical guide for planning and designing successful ML applications. It lays out a clear, repeatable framework for building, maintaining, and improving systems at any scale.

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Dive deep into AWS Glue 4.0 for Apache Spark

AWS Big Data

Deriving insight from data is hard. It’s even harder when your organization is dealing with silos that impede data access across different data stores. Seamless data integration is a key requirement in a modern data architecture to break down data silos. AWS Glue is a serverless data integration service that makes data preparation simpler, faster, and cheaper.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Super Bard: The AI That Can Do It All and Better

KDnuggets

A new AI Bard powered by PaLM V2 that can write, translate, and code better than ChatGPT.

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What’s new with Amazon MWAA support for startup scripts

AWS Big Data

Amazon Managed Workflow for Apache Airflow (Amazon MWAA) is a managed service for Apache Airflow that lets you use the same familiar Apache Airflow environment to orchestrate your workflows and enjoy improved scalability, availability, and security without the operational burden of having to manage the underlying infrastructure. In April 2023, Amazon MWAA added support for shell launch scripts for environment versions Apache Airflow 2.x and later.

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Exploring Data Distributions with Histograms

KDnuggets

Learn the basics of exploring data distributions using histograms.

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GraphDB Users Ask: What Isolation Levels Does GraphDB Support?

Ontotext

ONTOTEXT ANSWER: GraphDB is an ACID database. The “I” in this acronym stands for Isolated. This means that each transaction is independent of all other transactions that may be happening at the same time. In other words, writes happen in the order in which they are issued and they can’t access information from the other writes going on in the same time.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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The Coming AI Wave: Insights From IDC

Dataiku

With interest and buzz in AI exploding following the launch of ChatGPT late last year, it's a good time to take a pulse. Where are we today when it comes to enterprises adopting AI? What is the average organization spending? In what areas and for what use cases? What ROI are people and teams seeing? And what percent of AI projects still fail?

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Management Report: An Definitive Guide

FineReport

A management report is essential for any business that wants to generate new customers and sales. When it comes to deciding between brands, products, or offers, consumers have access to all the information they need thanks to the growing power of the internet. In this article, we will explore the concept of management reports, their significance, their different types, and how to create comprehensive and visually appealing reports.

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IBM Hybrid Cloud Mesh: Reimagining multicloud networking with applications taking center stage

IBM Big Data Hub

Private clouds, public clouds, SaaS, on-premises and edge—as organizations leverage a more distributed, robust cloud-based strategy, they can also face more significant management and compliance challenges. This shift to the cloud may have, in many ways, left the traditional enterprise network stranded—no longer transporting the bulk of the enterprise network traffic, which now floats between the clouds and over the public internet.