How to Make Python Code Run Incredibly Fast
KDnuggets
OCTOBER 28, 2022
In this article, I have explained some tips and tricks to optimize and speed up Python code.
Sat.Oct 22, 2022 - Fri.Oct 28, 2022
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Non-Generalization and Generalization of Machine learning Models
Analytics Vidhya
OCTOBER 28, 2022
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.
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Best artificial intelligence tools to improve productivity in 2022
Dataconomy
OCTOBER 28, 2022
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.
The History of Tipping in Restaurants: The Complicated Past, Present, and Future
Hacker News
OCTOBER 26, 2022
When you dine out at a restaurant, you tip your server. It's the expectation and an essential part of how restaurant workers earn a living. A guest's tip subsidizes wages for most of America's restaurant workers. It's a reality that only exists in North America—the United States and Canada. In most other parts of the world, tips are not expected—and in some cases, it's considered rude to tip.
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.
Easy Guide To Data Preprocessing In Python
KDnuggets
OCTOBER 24, 2022
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.
Analysis of Restaurants in the United States
Analytics Vidhya
OCTOBER 27, 2022
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.
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Two Ways AI-Driven Smart Technologies Are Helping the Libraries
Smart Data Collective
OCTOBER 25, 2022
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.
Top 10 MLOps Tools to Optimize & Manage Machine Learning Lifecycle
KDnuggets
OCTOBER 25, 2022
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.
MLOps In Educational Data Mining
Analytics Vidhya
OCTOBER 28, 2022
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 […].
Tiktok data privacy settlement payout starts
Dataconomy
OCTOBER 27, 2022
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.
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.
How To Keep Your Data Security Knowledge Up To Date?
Smart Data Collective
OCTOBER 27, 2022
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.
TF-IDF Defined
KDnuggets
OCTOBER 26, 2022
Check out this breakdown of TF-IDF by defining its constituent parts.
Data Lake or Data Warehouse- Which is Better?
Analytics Vidhya
OCTOBER 28, 2022
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’ […].
Optus Data Breach compensation can be worth billions of dollars
Dataconomy
OCTOBER 26, 2022
“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.
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
Luxury surveillance
FlowingData
OCTOBER 25, 2022
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
The Current State of Data Science Careers
KDnuggets
OCTOBER 28, 2022
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.
Making Centroid Tracker and Counter System in Python
Analytics Vidhya
OCTOBER 26, 2022
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.
Meta unveils its new speech-to-speech translation AI
Dataconomy
OCTOBER 27, 2022
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.
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.
How To Cultivate Data-Driven Decision-Making In Your Workplace
Smart Data Collective
OCTOBER 28, 2022
The benefits of investing in big data cannot possibly be understated. A report by McKinsey showed that data-driven companies have 15-25% higher earnings before interest, taxes, depreciation and amortization. Most of the discussions on the benefits of using data have centered around larger companies, but smaller firms should take advantage of big data as well.
Graphs: The natural way to understand data
KDnuggets
OCTOBER 27, 2022
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.
Machine Learning Models Comparative Analysis
Analytics Vidhya
OCTOBER 25, 2022
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.
NFTs are now considered property according to the Singapore High Court ruling
Dataconomy
OCTOBER 26, 2022
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.
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?
Feelings at Work
FlowingData
OCTOBER 26, 2022
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.
Ensemble Learning with Examples
KDnuggets
OCTOBER 24, 2022
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.
Using a Blockchain Explorer with Polygonscan
Analytics Vidhya
OCTOBER 28, 2022
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.
Shutterstock will sell AI-generated images
Dataconomy
OCTOBER 25, 2022
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.
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
Geographic misconceptions about the location of continents
FlowingData
OCTOBER 26, 2022
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.
In Data We Trust: Data Centric AI
KDnuggets
OCTOBER 27, 2022
Learn how data-centric AI can improve your model's overall performance.
Generative Pre-training (GPT) for Natural Language Understanding
Analytics Vidhya
OCTOBER 28, 2022
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 […].
BI dashboards: Error-free operations with organized data
Dataconomy
OCTOBER 26, 2022
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.
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!
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