KDnuggets

AUGUST 24, 2022

This blog post introduces seven techniques that are commonly applied in domains like intrusion detection or real-time bidding, because the datasets are often extremely imbalanced.

Machine Learning 400

Machine Learning Machine Learning 400

Analytics Vidhya

AUGUST 25, 2022

This article was published as a part of the Data Science Blogathon. Introduction While deploying an application, developers often face challenges concerning purchasing, provisioning, and managing backend servers. AWS Lambda is a service that allows developers to run code without having to set up and manage such servers and hence is often classified under the […].

AWS 380

AWS Data Science Analytics Analytics 380

Dataconomy

AUGUST 25, 2022

What is the role of artificial intelligence in manufacturing? Well, there are a lot of use cases for artificial intelligence in everyday life, but what about AI in manufacturing? The effects of artificial intelligence in business heavily include manufacturing. Are you scared of AI jargon? We have already created a detailed AI glossary for the.

Artificial Intelligence 231

Artificial Intelligence Artificial Intelligence AI AI 231

Hacker News

AUGUST 22, 2022

At that price, there would be demand for about 90 GW of emerging small reactors in the U.S. by 2050, according to a recent Nuclear Energy Institute survey.

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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.

Analytics

KDnuggets

AUGUST 23, 2022

This tutorial will explore four scenarios in which you can apply different transformations to all DataFrame columns.

Python 360

Python Data Science 360

Analytics Vidhya

AUGUST 25, 2022

This article was published as a part of the Data Science Blogathon. Introduction Ever wondered how to query and analyze raw data? Also, have you ever tried doing this with Athena and QuickSight? This blog post will walk you through the necessary steps to achieve this using Amazon services and tools. Amazon’s perfect combination of […]. The post Using AWS Athena and QuickSight for Data Analysis appeared first on Analytics Vidhya.

Data Analysis 378

Data Analysis Data Analysis AWS Data Science 378

Smart Data Collective

AUGUST 25, 2022

The Internet of Things (IoT) has been on the rise in recent years, and it’s becoming more and more common among consumers, businesses, and governments alike. IoT refers to any connected physical device that can send or receive data over the internet, including smartphones, computers, speakers, security cameras, thermostats, door locks, vehicles—the list goes on and on.

Internet of Things 145

Internet of Things 145

KDnuggets

AUGUST 25, 2022

MLFlow is a tool to manage the end-to-end lifecycle of a Machine Learning model. Likewise, the installation and configuration of an MLFlow service is addressed and examples are added on how to generate and share projects with MLFlow in Layer.

Machine Learning 359

Machine Learning Machine Learning 359

Analytics Vidhya

AUGUST 25, 2022

This article was published as a part of the Data Science Blogathon. Introduction The body of knowledge and practice known as Deep Learning gives us a way to understand patterns, quantify relationships, and predict the future. Deep Learning helps us understand the world. The world is interconnected. Deep learning can show these connections and possibilities. […].

Deep Learning 374

Deep Learning Deep Learning Data Science Analytics 374

Dataconomy

AUGUST 23, 2022

Today we see clear movement and momentum to decarbonization and the green energy transition. In parallel, the rise in digital technology and advanced analytics provide unique opportunities to not only migrate to new energy technologies, but to monitor progress, predict performance, integrate systems, ensure reliability and resiliency – and improve.

Analytics 172

Analytics Analytics AI AI 172

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.

AI

FlowingData

AUGUST 26, 2022

Researchers Xiaofan Liang and Clio Andris estimated the percentage of restaurants that are chains and independent to identify “McCities” : These high chainness McCities are prevalent in the Midwestern and the Southeastern United States. Independent restaurants were associated with dense pedestrian-friendly environments, highly educated populations, wealthy populations, racially diverse neighborhoods, and tourist areas.

144

144

KDnuggets

AUGUST 22, 2022

Write a single line of code to clean and process the data for analytics and machine learning tasks.

Machine Learning 347

Machine Learning Machine Learning Analytics Analytics 347

Analytics Vidhya

AUGUST 25, 2022

This article was published as a part of the Data Science Blogathon. Introduction Decentralized protocols, such as blockchain, the technology behind bitcoin transactions, will be employed in the web 3.0 revolution. It aims to overcome some of the primary drawbacks and flaws of the present internet era by tackling the crucial concerns of data ownership […].

Data Science 364

Data Science Analytics Analytics Data Engineering 364

Dataconomy

AUGUST 24, 2022

Over the past two years, the open-source Ray framework, which is used by companies like OpenAI, Shopify, and Instacart, has emerged as one of the most widely used methods for enterprises to scale and manage huge and intricate artificial intelligence (AI) workloads. After going through multiple iterations over the preceding.

ML 155

ML ML Artificial Intelligence Artificial Intelligence 155

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

AI

FlowingData

AUGUST 26, 2022

Introduction to Probability for Data Science is a free-to-download book by Purdue statistics professor Stanley H. Chan: We need a book that balances the theory and practice. We need a book that provides insights and not just theorems and proofs. We need a book that motivates the students, telling them why probability is so essential to their work. We need a book that highlights the impacts of the subject.

Data Science 142

Data Science 142

KDnuggets

AUGUST 22, 2022

Learn Python by doing Python. Check out this free project-based course to quickly learn how to program in the high-demand language.

Python 347

Python 347

Analytics Vidhya

AUGUST 26, 2022

This article was published as a part of the Data Science Blogathon. Introduction As we all know, Computer Vision has gained huge popularity in Machine Learning and Artificial Intelligence. The image recognition skill allows computers to process more information than the human eye, often faster and more accurately, or simply when people are not involved in […].

Artificial Intelligence 348

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 348

Dataconomy

AUGUST 23, 2022

PlanetScale just released serverless driver for JavaScript to enhance database accessibility from serverless edge deployments. It was created with the intention of creating a universally functional, simple-to-configure mechanism for edge services. The actual driver for the new PlanetScale service makes advantage of the JavaScript Fetch API standard to support HTTP connections.

Database 152

Database Data Science 152

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.

AI

Smart Data Collective

AUGUST 23, 2022

The blockchain network has affected more than just bitcoin. Countless industries around the world are investing in it, so the market size for blockchain is projected to be worth $163 billion by 2029. Nowadays, almost all people have access to cell phones, laptops, and the internet. The way we live and work has been radically altered by this. We have witnessed a change in several industries as a result of the growth of digitization.

Big Data 139

Big Data Big Data 139

KDnuggets

AUGUST 22, 2022

Hyperparameter tuning is important for algorithms. It improves their overall performance of a machine learning model and is set before the learning process and happens outside of the model.

Machine Learning 316

Machine Learning Machine Learning Algorithm 316

Analytics Vidhya

AUGUST 24, 2022

This article was published as a part of the Data Science Blogathon. Introduction In this article, we attempt to capture the complexity of ETL and workflow orchestration tools, which aid in better data management and control by providing multiple alternatives for performing various operations in discrete blocks while maintaining visibility and clear goals for each action.

ETL 336

ETL Data Science Analytics Analytics 336

Dataconomy

AUGUST 24, 2022

In the 4G vs LTE comparison, we will talk about mobile networks, and although they have been in our lives for a while, their differences are still a matter of debate, and many people think they are the same thing. The confusion has many reasons behind it, but many people.

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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?

Smart Data Collective

AUGUST 24, 2022

Business Partner Magazine recently published an article on the growing popularity of bitcoin trading in Albania. Many investors have started trading bitcoins and other cryptocurrencies in recent years. Although bitcoin trading is still fairly new to the South European country, these traders have to compete against more experienced investors abroad. Fortunately, there are a number of ways that they can do so.

Predictive Analytics 132

Predictive Analytics Analytics Analytics Algorithm 132

KDnuggets

AUGUST 23, 2022

How to Perform Motion Detection Using Python • The Complete Collection of Data Science Projects – Part 2 • Free AI for Beginners Course • Decision Tree Algorithm, Explained • What Does ETL Have to Do with Machine Learning?

Decision Trees 309

Decision Trees Python ETL Machine Learning 309

Analytics Vidhya

AUGUST 20, 2022

This article was published as a part of the Data Science Blogathon. Introduction This article will briefly discuss some research papers using Graphic Processing Units and Tensor Processing Units in Deep Learning applications. What are GPUs? It stands for Graphic Processing Unit, specialized hardware that accelerates graphic rendering in various computer applications.

Deep Learning 306

Deep Learning Deep Learning Data Science Analytics 306

Dataconomy

AUGUST 24, 2022

Colt, a provider of network connectivity for data centers, has performed research that suggests that over the next two years, the rate at which organizations adopt the cloud may quickly increase. In the third annual Cloud adoption study conducted by the company, 500 senior IT and C-suite decision-makers from Europe.

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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

Smart Data Collective

AUGUST 26, 2022

AI technology has helped companies boost profitability and increase efficiency in many ways. According to most surveys, 90% of the most successful companies use AI to some degree. One of the most beneficial applications of AI is in the realm of tax compliance. You can automate your tax compliance process by using sophisticated AI-driven software. AI is Becoming Essential for Promoting Tax Compliance.

AI 131

AI AI Artificial Intelligence Artificial Intelligence 131

KDnuggets

AUGUST 25, 2022

Is data science for you? And if it is, how can you use it to grow your business?

Data Science 300

Data Science 300

Analytics Vidhya

AUGUST 24, 2022

This article was published as a part of the Data Science Blogathon. Introduction to AWS Config It can be easy to forget alerts in your AWS account’s health dashboard, even though you might want to check one particular alert. In particular, if you use AWS Config, the upcoming September 15, 2021, changes may stop supporting your […]. The post What is AWS Config?

AWS 271

AWS Data Science Analytics Analytics 271

FlowingData

AUGUST 25, 2022

Welcome to issue #203 of The Process , the newsletter for FlowingData members that looks closer at how the charts get made. I’m Nathan Yau, and every month I collect tools and resources that help you make better charts. Become a member for access to this — plus tutorials, courses, and guides.

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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!