Sat.Oct 22, 2022 - Fri.Oct 28, 2022

article thumbnail

Easy Guide To Data Preprocessing In Python

KDnuggets

Preprocessing data for machine learning models is a core general skill for any Data Scientist or Machine Learning Engineer. Follow this guide using Pandas and Scikit-learn to improve your techniques and make sure your data leads to the best possible outcome.

article thumbnail

Non-Generalization and Generalization of Machine learning Models

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The generalization of machine learning models is the ability of a model to classify or forecast new data. When we train a model on a dataset, and the model is provided with new data absent from the trained set, it may perform […]. The post Non-Generalization and Generalization of Machine learning Models appeared first on Analytics Vidhya.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Best artificial intelligence tools to improve productivity in 2022

Dataconomy

Artificial intelligence tools are having an ever-increasing effect on our technology, often in unexpected ways. Many of the most contemporary AI technologies are open to anybody who wants to utilize them, with or without a computer science degree. We’ve produced a list of some of our current favorites that might.

article thumbnail

How To Keep Your Data Security Knowledge Up To Date?

Smart Data Collective

The fast-paced world of cybersecurity waits for none, and even seasoned professionals can find that years have passed them by if they take a short hiatus and stop staying up to date. Given the nature of this sector, it’s often compared with statecraft, with the constantly evolving threat matrix making it essential to stay on top of developments, and regularly upskill in order to better respond to challenges.

Database 129
article thumbnail

Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

article thumbnail

Top 10 MLOps Tools to Optimize & Manage Machine Learning Lifecycle

KDnuggets

As more businesses experiment with data, they realize that developing a machine learning (ML) model is only one of many steps in the ML lifecycle.

article thumbnail

Machine Learning Models Comparative Analysis

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The phrase “machine learning” was invented by Arthur Samuel at IBM. Machine learning is a part of Artificial Intelligence. Machine learning is the process of learning from data and applying math to increase accuracy. There are four different types of machine learning.

More Trending

article thumbnail

Two Ways AI-Driven Smart Technologies Are Helping the Libraries

Smart Data Collective

Artificial intelligence has helped many commercial businesses improve their operations. However, many public entities are also leveraging AI technology to serve the public more efficiently. Even many libraries have started taking advantage of AI technology. We talked about the opportunities to use big data for library marketing , but there are other advantages as well.

AI 125
article thumbnail

How to Make Python Code Run Incredibly Fast

KDnuggets

In this article, I have explained some tips and tricks to optimize and speed up Python code.

Python 400
article thumbnail

Analysis of Restaurants in the United States

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction After working for a long time in the office, suddenly, we felt a storm brewing in our stomach, saying Hey! I need food. Then you just come out on the road and start searching for a nearby restaurant – it can be […]. The post Analysis of Restaurants in the United States appeared first on Analytics Vidhya.

article thumbnail

Tiktok data privacy settlement payout starts

Dataconomy

Tiktok data privacy settlement payout started! Did you get the “Your TikTok data privacy settlement prepaid MasterCard is ready” message? Users of TikTok in the US may be qualified to receive a portion of the $92 million settlement reached in a class action lawsuit involving TikTok data privacy. What is.

185
185
article thumbnail

15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

article thumbnail

Luxury surveillance

FlowingData

Chris Gilliard, for The Atlantic, describes self-surveillance that people pay for in exchange for small conveniences at the expense of privacy : The conveniences promised by Amazon’s suite of products may seem divorced from this context: I am here to tell you that they’re not. These “smart” devices all fall under the umbrella of what the digital-studies scholar David Golumbia and I call “ luxury surveillance “—that is, surveillance that people pay for and whos

126
126
article thumbnail

The Current State of Data Science Careers

KDnuggets

If you’re someone in data science or aiming to get into a data science career, this article will give you a comprehensive analysis of the state of the field.

article thumbnail

Making Centroid Tracker and Counter System in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will learn how to make an object tracker using OpenCV in Python and using, and we will build an object tracker and make a counter system. A tracker keeps track of moving objects in the frame; In OpenCV, […]. The post Making Centroid Tracker and Counter System in Python appeared first on Analytics Vidhya.

Python 363
article thumbnail

Optus Data Breach compensation can be worth billions of dollars

Dataconomy

“How to get Optus Data Breach compensation?” is starting to ask, especially after the billions’ worth of Optus Data Breach class action rumors. Is it possible? According to experts, the answer is yes. Any class action lawsuit against Optus over the data breach that put users at risk of identity.

185
185
article thumbnail

Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

article thumbnail

Feelings at Work

FlowingData

Are people happy at work? The American Time Use Survey asks people to score their happiness from 0 to 6, where 0 is not happy at all and 6 is very happy. Here’s how people answered. Read More.

121
121
article thumbnail

KDnuggets News, October 26: A Data Science Portfolio That Will Land You The Job in 2022 • Is OLAP Dead?

KDnuggets

A Data Science Portfolio That Will Land You The Job in 2022 • Is OLAP Dead? • 10 Essential SQL Commands for Data Science • Why TinyML Cases Are Becoming More Popular • Ensemble Learning with Examples.

article thumbnail

MLOps In Educational Data Mining

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Similar to other fields like healthcare, education is an area that is being penetrated by technology and data science. Many fields have evolved, such as Educational Data Mining EDM, which is a field dedicated to finding actionable insights from educational settings. It […].

article thumbnail

Meta unveils its new speech-to-speech translation AI

Dataconomy

A speech-to-speech translation AI that can instantly translate spoken conversations between two languages was developed by Facebook’s parent company, Meta. In a recent video, Meta demonstrated how the program translates between Hokkien and other languages using artificial intelligence (AI). The unusual thing about the Meta project is that the development.

article thumbnail

Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

article thumbnail

Geographic misconceptions about the location of continents

FlowingData

When you’re used to looking at the world through a certain lens, such as a certain rectangular geographic projection, your mental model tends to mirror the view. John Nelson goes over a handful of misconceptions , through the eyes of North Americans. Tags: geography , John Nelson , mistakes.

113
113
article thumbnail

Ensemble Learning with Examples

KDnuggets

Learn various algorithms to improve the robustness and performance of machine learning applications. Furthermore, it will help you build a more generalized and stable model.

article thumbnail

Data Lake or Data Warehouse- Which is Better?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Data is defined as information that has been organized in a meaningful way. We can use it to represent facts, figures, and other information that we can use to make decisions. Data collection is critical for businesses to make informed decisions, understand customers’ […].

article thumbnail

NFTs are now considered property according to the Singapore High Court ruling

Dataconomy

The Singapore High Court decided in its first written judgment on an NFT that non-fungible tokens can be considered property. The decision is in the matter of Janesh Rajkumar, who is trying to retrieve the BAYC No. 2162 NFT, which he used as collateral for a loan from “chefpierre.” Justice.

145
145
article thumbnail

The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

article thumbnail

Educational statistics illustrations

FlowingData

Allison Horst often illustrates data science concepts and tools with anthropomorphized shapes and animals. She recently cataloged her illustrations , which are open source and entertaining if you are a nerd. Tags: Allison Horst , humor , illustration , teaching.

article thumbnail

Machine Learning on the Edge

KDnuggets

Edge ML involves putting ML models on consumer devices where they can independently run inferences without an internet connection, in real-time, and at no cost.

article thumbnail

Using a Blockchain Explorer with Polygonscan

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction A blockchain is a digital ledger where every transaction executed is recorded and stored in a decentralized manner. One of the key features of blockchain technology is that it is transparent. You may wonder how this is beneficial to you. Ever heard […]. The post Using a Blockchain Explorer with Polygonscan appeared first on Analytics Vidhya.

article thumbnail

Shutterstock will sell AI-generated images

Dataconomy

Shutterstock will begin selling photos generated by artificial intelligence alongside those created by humans. OpenAI’s DALL-E 2 software will create the AI pictures Both companies say that human artists whose work inspired the AI will be compensated. Shutterstock, a photo licensing provider, will begin selling photos generated by AI alongside.

article thumbnail

How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

article thumbnail

High-Fidelity, Persistent Data Storage and Replay

Dataversity

In arguably the most iconic scene from Bladerunner, replicant Roy Batty describes his personal memories as “lost in time, like tears in rain.” Until immortality is invented, we’ll have to settle for solving the same problem in data enablement. Actionable data lost to time. How are we still talking about this? With incredible advances in data […].

article thumbnail

Graphs: The natural way to understand data

KDnuggets

Graph Algorithms for Data Science is a hands-on guide to working with graph-based data in applications like machine learning, fraud detection, and business data analysis. Filled with fascinating and fun projects, demonstrating the ins-and-outs of graphs.

article thumbnail

Generative Pre-training (GPT) for Natural Language Understanding

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source: Canva Introduction In 2018 the researchers of OpenAI presented a framework for achieving strong natural language understanding (NLU) with a single task-agnostic model through generative pre-training and discriminative fine-tuning. In this article, we will look at this groundbreaking work in more detail, which […].

article thumbnail

BI dashboards: Error-free operations with organized data

Dataconomy

Business intelligence dashboards are effective management tools essential for internal and external decision-making in a firm. Company users can obtain a unified view of pertinent KPIs and trends for operational decision-making and long-term business planning using business intelligence dashboards, also referred to as data dashboards. What is a business intelligence.

article thumbnail

Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.