Sat.Oct 15, 2022 - Fri.Oct 21, 2022

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Frameworks for Approaching the Machine Learning Process

KDnuggets

This post is a summary of 2 distinct frameworks for approaching machine learning tasks, followed by a distilled third. Do they differ considerably (or at all) from each other, or from other such processes available?

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Data Science Tools for Vaccine Design and Development

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Biopharmaceutical Industries are the fastest growing industries after considering the basic need for the healthy life of humans and animals. Based on the available literature, the author has identified six major thrust areas of the Biopharmaceutical industry, which has summarized in the […].

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Top 5 data science trends for 2023

Dataconomy

Data science trends are common in the market and advantageous to data scientists. This industry’s projections and trends are crucial for organizations to prosper in the global technology market. To be successful in this field, data scientists must be knowledgeable of numerous data science trends. We will assist you in.

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Bliki: ConwaysLaw

Hacker News

Pretty much all the practitioners I favor in Software Architecture are deeply suspicious of any kind of general law in the field. Good software architecture is very context-specific, analyzing trade-offs that resolve differently across a wide range of environments. But if there is one thing they all agree on, it's the importance and power of Conway's Law.

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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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7 Free Platforms for Building a Strong Data Science Portfolio

KDnuggets

Outshine others and increase your odds of getting hired by maintaining a data science portfolio with projects, resumes, blogs, and reports.

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COVID-19 Diagnosis with Cough Audio Analysis

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Cough Audio analysis, one of the breakthroughs of AI in healthcare, often proves valuable in diagnosing respiratory and lung diseases. COVID-19 (Coronavirus Disease 2019) has had devastating effects on humanity, making early detection in patients imperative for its treatment.

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What is Data Pipeline? A Detailed Explanation

Smart Data Collective

Big data is shaping our world in countless ways. Data powers everything we do. Exactly why, the systems have to ensure adequate, accurate and most importantly, consistent data flow between different systems. Pipeline, as it sounds, consists of several activities and tools that are used to move data from one system to another using the same method of data processing and storage.

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Working With Sparse Features In Machine Learning Models

KDnuggets

Sparse features can cause problems like overfitting and suboptimal results in learning models, and understanding why this happens is crucial when developing models. Multiple methods, including dimensionality reduction, are available to overcome issues due to sparse features.

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An Overview of Graph Machine Learning and Its Working

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Graph machine learning is quickly gaining attention for its enormous potential and ability to perform extremely well on non-traditional tasks. Active research is being done in this area (being touted by some as a new frontier of machine learning), and open-source libraries […].

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EU’s Artificial Intelligence Act: Does regulation counteract innovation?

Dataconomy

Open-source AI regulation is mentioned in the Artificial Intelligence Act (AIA), which is now under discussion in the EU. However, severely restricting the usage, sharing, and distribution of general-purpose, open-source AI (GPAI) might be seen as a step backward.

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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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AI Tools Make Short-Selling Possible with Algorithmic Trading

Smart Data Collective

Artificial intelligence is driving a number of changes in the financial sector. We pointed out that AI has created new opportunities for investors purchasing real estate stocks. However, it is also creating unique trading opportunities for those using nontraditional investing decisions. One of the ways that smart investors can use AI is with short-selling.

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25 Advanced SQL Interview Questions for Data Scientists

KDnuggets

Check out this collection of advanced SQL interview questions with answers.

SQL 396
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Natural Language Processing to Detect Spam Messages

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Most existing research on Twitter spam focuses on account blocking or identifying and blocking spam users or spammers. To detect spam users, we can use traditional machine learning algorithms that use information from users’ tweets, demographics, shared URLs, and social connections as features. […].

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AI to predict autism in children at a very young age

Dataconomy

A new study published in the journal BMJ Health & Care Informatics demonstrates how artificial intelligence and real-world health claims data may be used to diagnose autism spectrum disorder (ASD) in infants younger than 30 months.

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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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? The Process of Finding Data

FlowingData

Welcome to issue #211 of The Process , where we look closer at how the charts get made. I’m Nathan Yau, and this week I’m thinking about the process of finding data, because without data, there is no visualization. Become a member for access to this — plus tutorials, courses, and guides.

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A Data Science Portfolio That Will Land You The Job in 2022

KDnuggets

Check out this article on crafting a data science portfolio that will get you that job. And learn 4 resume mistakes to avoid at any cost.

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Face Detection using Haar-Cascade using Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Hey Folks !! In this article, we will discuss implementing a face detector using Haar Cascade in OpenCV python. In the last article, we talked about real-time object classification; if you haven’t checked it yet, the link is here. Identifying a given […]. The post Face Detection using Haar-Cascade using Python appeared first on Analytics Vidhya.

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Adobe launched its new digital modeling and sculpting tool: Substance 3D Modeler

Dataconomy

Adobe Substance 3D Modeler revealed at Adobe MAX 2022. The long-awaited modeling and sculpting software from the company is now available. A complete collection of tools for modeling, texturing, and lighting 3D objects and scenes are provided for creative professionals. The Oculus Medium VR sculpting tool served as the basis.

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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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Chartball is sports data visualized in a playful way

FlowingData

With Chartball , Andrew Garcia Phillips has been visualizing sports data for a while publishing to various mediums — Twitter , Tumblr , posters , and YouTube — showing animated and engaging insights on how individual teams and players perform. It’s clearly a passion project, because no one would make this many charts if they didn’t enjoy it.

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Essential Books You Need to Become a Data Engineer

KDnuggets

In this article, I will go through the roadmap of books you need to become a Data Engineer.

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Blockchain and Deploying Applications on Docker and Kubernetes

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Niti Ayog, one of the transforming national institutions, has published an article on Blockchain use cases in India. Few questions about Blockchain, why Blockchain, and how we can deploy our applications through the docker and Kubernetes we should know. Objectives We will discuss […].

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Which way you choose to go matters to marketers

Dataconomy

A technique called location-based marketing enables data-driven methods to their fullest potential. This is essential for any business as the world gets more digital. Marketing organizations may geotarget clients with amazing accuracy thanks to location data. A pillar of the marketing industry in the twenty-first century is location-based marketing.

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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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Comparing DynamoDB and MongoDB for Big Data Management

Smart Data Collective

A growing number of companies are discovering the benefits of investing in big data technology. Companies around the world spent over $160 billion on big data technology last year and that figure is projected to grow 11% a year for the foreseeable future. Unfortunately, big data technology is not without its challenges. One of the problems companies face is trying to setup a database that will be able to handle the large quantity of data that they need to manage.

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10 Essential SQL Commands for Data Science

KDnuggets

Learn SQL commands for filtering, string operations, alias, joining tables, if-else statements, and grouping.

SQL 372
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Top 9 Most Frequently Asked Interview Questions on SVM

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Support vector machine is one of the most famous and decorated machine learning algorithms in classification problems. The heart and soul of this algorithm is the concept of Hyperplanes where these planes help to categorize the high dimensional data which are either […].

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The Synthetic Party: AI ran Danish political party wants a seat in the parliament

Dataconomy

A new Danish political party called The Synthetic Party, with an artificially intelligent representative and AI-based policies, is campaigning for a parliamentary seat and intends to participate in the country’s general election in November. The Synthetic Party’s public face and figurehead is the AI chatbot Leader Lars, who has been.

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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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Can Integrating Kronos Resolve Concerns About Bias in AI Development

Smart Data Collective

Artificial Intelligence is the new age blessing in disguise, especially when understanding complex data for the company’s benefit. Unfortunately, there have been complaints about AI’s bias. In most cases, the bias manifests as a technical glitch, but it is an oversight by the algorithm feed and society. These ultimately affect what AI portrays depending on who is using the software.

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The Evolution of Speech Recognition Metrics

KDnuggets

As Speech Recognition has become more accurate than ever, scenarios like dictation and meeting transcription are gaining popularity. Metrics need to evolve with the times and guide the research focus.

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Cloud Cryptography: A Reliable Solution to Secure your Cloud

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction A business can employ IT services offered on the internet by using cloud computing rather than maintaining its physical servers. Popular cloud computing services include Google Cloud, Amazon Web Services (AWS), and Microsoft Azure. Cloud technology has more effects on our lives […].

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The healthcare industry needs solid SEO strategies to avoid spreading misinformation

Dataconomy

The days of a neighborhood company advertising in the paper to promote their services are long gone. Using medical website SEO strategies, specialists have been helping clients succeed since the introduction of smartphones and other digital media. Some effective strategies include eye-catching advertisements, concentrating on the right demographics, and enhancing.

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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!