KDnuggets

JUNE 13, 2022

Gain a beginner's perspective on artificial neural networks and deep learning with this set of 14 straight-to-the-point related key concept definitions.

Deep Learning 400

Deep Learning Deep Learning Machine Learning Machine Learning 400

Analytics Vidhya

JUNE 12, 2022

This article was published as a part of the Data Science Blogathon. Introduction on Quechua In this article, we will create an app for translating Spanish Audio transcriptions to Quechua. We will leverage the Gradio Python package for creating a web interface for the model and deploy our app on Hugging Face Spaces. With the advent […]. The post Translate Spanish Audio transcriptions to Quechua appeared first on Analytics Vidhya.

Data Science 399

Data Science Python Analytics Analytics 399

Smart Data Collective

JUNE 17, 2022

Global companies spent over $2.83 billion on marketing analytics in 2020. This figure certainly increased in light of the pandemic, as digitization accelerated. Marketing has always been about numbers. Now, those numbers are highly refined, narrowed by algorithms and databases, and processed by people with advanced degrees. Indeed, data and marketing are a match made in heaven, taking much of the guesswork out of a profession that once was as much about luck as it was about creativity.

Data Analysis 145

Data Analysis Data Analysis Analytics Analytics 145

FlowingData

JUNE 15, 2022

Hands-On Data Visualization , by Jack Dougherty and Ilya Ilyankou, is an open-access book geared for beginners. The book starts with spreadsheets, and then walks you through some of the more high-level JavaScript libraries to put things online relatively quickly. If you don’t have programming experience but want to kick the tires, it’s probably worth saving this for later.

Data Visualization 145

Data Visualization 145

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

JUNE 13, 2022

Learn essential Git commands for versioning and collaborating on data science projects.

Data Scientist 399

Data Scientist Data Science 399

Analytics Vidhya

JUNE 12, 2022

This article was published as a part of the Data Science Blogathon. In this article, we will build an app for Speaker Verification using UniSpeech-SAT and X-Vectors. We will leverage the Gradio Python package for creating a web interface for the model and deploy our app on Hugging Face Spaces. Introduction on Speaker Verification Have you ever […].

Data Science 384

Data Science Python Analytics Analytics 384

FlowingData

JUNE 15, 2022

The Marshall Project and Axios report that the FBI changed their reporting system last year, and 40 percent of law enforcement agencies didn’t submit any data : In 2021, the FBI retired its nearly century-old national crime data collection program, the Summary Reporting System used by the Uniform Crime Reporting (UCR) program. The agency switched to a new system, the National Incident-Based Reporting System (NIBRS), which gathers more specific information on each incident.

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KDnuggets

JUNE 17, 2022

In this tutorial, we are going to list some of the most common algorithms that are used in supervised learning along with a practical tutorial on such algorithms.

Supervised Learning 398

Supervised Learning Algorithm Machine Learning Machine Learning 398

Analytics Vidhya

JUNE 17, 2022

This article was published as a part of the Data Science Blogathon. Introduction on MLIB In this MLIB article, we will be working to predict the insurance charges that will be imposed on a customer who is willing to take the health insurance, and for predicting the same PySpark’s MLIB library is the driver to […]. The post Insurance Charges Prediction Using MLIB appeared first on Analytics Vidhya.

Data Science 381

Data Science Analytics Analytics Machine Learning 381

Smart Data Collective

JUNE 16, 2022

Analytics is becoming more important than ever in the world of business. Over 70% of global businesses use some form of analytics. This figure will rise as globalization, supply chain challenges and other factors increase competitiveness. This is an important year for enterprises keeping in view that most global industries are recovering from the pandemic horror, and the era of web 3.0 is at the doorstep.

Analytics 135

Analytics Analytics Predictive Analytics Big Data 135

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

Eugene Yan

JUNE 11, 2022

Understanding and spotting patterns to use code and components as intended.

Machine Learning 130

Machine Learning Machine Learning 130

KDnuggets

JUNE 15, 2022

An introduction to the generative adversarial network model DoppelGANger, and how you can use a new open-source PyTorch implementation of it to create high-quality synthetic time-series data.

Data Science 388

Data Science 388

Analytics Vidhya

JUNE 11, 2022

Overview on Analytics Problem Analytics Vidhya has long been at the forefront of imparting data science knowledge to its community. With the intent to make learning data science more engaging to the community, we began with our new initiative- “DataHour”. DataHour is a series of webinars by top industry experts where they teach and democratize […].

Analytics 365

Analytics Analytics Data Science Data Engineer 365

FlowingData

JUNE 14, 2022

Christophe Coupé and company analyzed speech rate (on the left) across different languages , and then compared it to information rate (on the right) in bits per second. While speech rate and information rate are still coupled, there’s less variation in information rate across languages. More syllables doesn’t necessarily mean more information.

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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

Smart Data Collective

JUNE 14, 2022

Data scientists need to have a number of different skills. In addition to understanding the logistics of networking and a detailed knowledge of statistics, they must possess solid programming skills. When you are developing big data applications, you need to know how to create code effectively. You will need to start by learning the right programming languages.

Data Scientist 123

Data Scientist Big Data Big Data Data Mining 123

KDnuggets

JUNE 14, 2022

The guide to writing production-ready Python code for machine learning projects.

Machine Learning 383

Machine Learning Machine Learning Python 383

Analytics Vidhya

JUNE 13, 2022

This article was published as a part of the Data Science Blogathon. Introduction on ETL Pipeline ETL pipelines are a set of processes used to transfer data from one or more sources to a database, like a data warehouse. Extraction, transformation, and loading are three interdependent procedures used to pull data from one database and place […].

ETL 361

ETL Data Warehouse Database Data Science 361

FlowingData

JUNE 17, 2022

Thousands of smaller airplanes are still allowed to use leaded fuel, which can lead to unwanted emissions around airports. For Quartz, David Yanofsky and Michael J. Coren mapped flight activity for such planes against schools, parks, and playgrounds : These maps illustrate where initial emissions are likely to be highest. Because lead pollution disburses with the wind, anyone within a 1.5 km radius of the runways may be exposed over the long term.

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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

JUNE 14, 2022

Big data technology is disrupting almost every industry in the modern economy. Global businesses are projected to spend over $103 billion on big data by 2027. While many industries benefit from the growing use of big data, online businesses are among those most affected. There are many practical benefits of using big data to grow your online business.

Big Data 122

Big Data Big Data Data Mining Data Mining 122

KDnuggets

JUNE 16, 2022

In this article, we outline 15 books on topics ranging from the technical to the non-technical, to help you improve your understanding of end-to-end best practices related to data.

Data Science 373

Data Science 373

Analytics Vidhya

JUNE 12, 2022

Overview on AI Analytics Vidhya has long been at the forefront of imparting data science knowledge to its community. With the intent to make learning data science more engaging to the community, we began with our new initiative- “DataHour”. DataHour is a series of webinars by top industry experts where they teach and democratize data […]. The post The DataHour: How to Stay Relevant in World of AI?

Data Science 353

Data Science AI AI Analytics 353

FlowingData

JUNE 13, 2022

This fun interactive map by William B. Davis shows you the ten closest airports, given a location in the world. The current location serves as the “hub”, and the ten “spokes” go out to the airports. The best part is when you move the globe around, the hub-and-spokes look like a creature crawling across the map. Tags: airports.

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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?

Dataconomy

JUNE 13, 2022

The data lineage can be defined as the GPS information of the data. It shows the experts the path of the data and its transformations. Recording how data is processed, changed, and transmitted, data lineage enables companies to gain meaningful insights into how they conduct their businesses. Data lineage visualizes.

Data Science 121

Data Science 121

KDnuggets

JUNE 16, 2022

Although dashboards have become quite an integral part of performance tracking in organizations, implementing them can be tricky even for the most experienced analysts. This guide walks you through the steps that will allow you to create easily updatable, automated and scalable Power BI / Tableau dashboards.

Power BI 298

Power BI Tableau Data Science 298

Analytics Vidhya

JUNE 11, 2022

This article was published as a part of the Data Science Blogathon. Introduction on Snowflake Architecture This article helps to focus on an in-depth understanding of Snowflake architecture, how it stores and manages data, as well as its conceptual fragmentation concepts. By the end of this blog, you will also be able to understand how Snowflake […].

Data Warehouse 345

Data Warehouse Data Science Analytics Analytics 345

FlowingData

JUNE 16, 2022

Tonight is game six of the NBA Finals. If the Golden State Warriors beat the Boston Celtics, the Warriors win it all and the season is done. So we almost went an entire playoffs without a cumulative multi-line chart that shows current and notable players. Luckily, NYT’s The Upshot got it done with cumulative three-pointers in career playoff games.

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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

JUNE 15, 2022

Artificial intelligence has become a very important technological development in the life sciences. Michel L. Leite and his colleagues at Universidade Católica de Brasília addressed this phenomenon in their study Artificial intelligence and the future of life sciences. AI is helping advance the life sciences in many ways, which include improving the outcomes of clinical trials and making certain features more accessible to both researchers and patients.

Artificial Intelligence 116

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 116

KDnuggets

JUNE 15, 2022

Here are some data science related podcasts to help you either grow your interest in the field, increase your current knowledge, or help you develop yourself.

Data Science 298

Data Science 298

Analytics Vidhya

JUNE 17, 2022

This article was published as a part of the Data Science Blogathon. Introduction Every day billions of people use the World Wide Web to read, write and share information. The web has changed over the past few years, and its current applications are nearly unrecognizable from its early days. This evolution of the web is […]. The post Web 3.0: All You Need to Know!

Data Science 343

Data Science Analytics Analytics Artificial Intelligence 343

FlowingData

JUNE 16, 2022

Wayne Oldford, a statistics professor at the University of Waterloo, explains risk in the context of daily life at the individual level , because “one in a million” is not especially intuitive: A few years ago, I was the “go to guy” at the University of Waterloo, asked to speak to local media, whenever a lottery jackpot got stupendously large (and the news cycle got exceedingly slow).

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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!