Sat.Dec 31, 2022 - Fri.Jan 06, 2023

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Python Matplotlib Cheat Sheets

KDnuggets

Matplotlib is the most famous and commonly used plotting library in Python. It allows you to create clear and interactive visualizations that make your data easier to understand and your results more concrete.

Python 400
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Gradient Descent vs. Backpropagation: What’s the Difference?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction You’re probably here because you’re confused about the difference between backpropagation and gradient descent. And you’re not the only one. Many beginners are often confused about the difference between gradient descent and backpropagation. This confusion arises because of how interconnected backpropagation and […].

professionals

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Uncovering insights: How companies are using CRM data to thrive?

Dataconomy

In the current digital landscape, companies are increasingly reliant on technology and data to guide their operations and inform their decision-making processes, thus CRM (Customer Relationship Management) data is pretty important. Among various forms of data, customer relationship management data is particularly important in helping businesses comprehend and serve their clients.

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Building a Softmax Classifier for Images in PyTorch

Machine Learning Mastery

Last Updated on January 9, 2023 Softmax classifier is a type of classifier in supervised learning. It is an important building block in deep learning networks and the most popular choice among deep learning practitioners. Softmax classifier is suitable for multiclass classification, which outputs the probability for each of the classes. This tutorial will teach […] The post Building a Softmax Classifier for Images in PyTorch appeared first on MachineLearningMastery.com.

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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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A Solid Plan for Learning Data Science, Machine Learning, and Deep Learning

KDnuggets

Check out this solid plan for learning Data Science, Machine Learning, and Deep Learning. The entire plan is currently available at no cost to KDnuggets readers.

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Launching your first Linux EC2 Instance

Analytics Vidhya

Introduction With the changing world, it is important for companies to transform accordingly. One of the most widely used technologies used these days is cloud computing. The adoption of cloud computing has been increasing rapidly. Either company has already adopted it or is moving towards adopting it. The advantages that cloud computing provides are immaculate. […].

More Trending

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COBOL: You’re thinking about it wrong

Hacker News

The workhorse computing language suffers from a “major image problem” rooted in fundamental misperceptions, researchers say.

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Free Data Management with Data Science Learning with CS639

KDnuggets

Learn Data Management with Data Science for FREE with CS639.

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Delta Lake: A Comprehensive Introduction

Analytics Vidhya

Introduction Delta Lake is an open-source storage layer that brings data lakes to the world of Apache Spark. Delta Lakes provides an ACID transaction–compliant and cloud–native platform on top of cloud object stores such as Amazon S3, Microsoft Azure Storage, and Google Cloud Storage. It enables organizations to quickly and reliably build data lakes on cloud […].

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Early bird benefits in AI adoption are about to end

Dataconomy

AI adoption has become a main focus in the technology business and will not lose this position for a while according to recent artificial intelligence researches and reports. Although there are currently many people enjoying the benefits of being an early adopters of AI, this won’t last forever. Now more than ever, people are curious […].

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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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Building Transformer Models with Attention Crash Course. Build a Neural Machine Translator in 12 Days

Machine Learning Mastery

Last Updated on January 9, 2023 Transformer is a recent breakthrough in neural machine translation. Natural languages are complicated. A word in one language can be translated into multiple words in another, depending on the context. But what exactly a context is, and how you can teach the computer to understand the context was a […] The post Building Transformer Models with Attention Crash Course.

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Natural Language Processing with spaCy

KDnuggets

Learn to build NLP projects using spaCy.

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AWS Lambda: A Convenient Way to Send Emails and Analyze Logs

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. convenient Introduction AWS Lambda is a serverless computing service that lets you run code in response to events while having the underlying compute resources managed for you automatically. You may use Lambda to execute code for almost any kind of application or backend […]. The post AWS Lambda: A Convenient Way to Send Emails and Analyze Logs appeared first on Analytics Vidhya.

AWS 335
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IoT protocols 101: The essential guide to choosing the right option

Dataconomy

IoT protocols are the set of rules and guidelines that govern communication between devices in the Internet of Things (IoT), enabling the creation of smart and connected systems that can sense, collect, and exchange data in real-time. The Internet of Things is a rapidly growing technology that is transforming the way we live and work. […].

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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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When Americans Are Happiest

FlowingData

We saw that life satisfaction changes with age , based on data from the Bureau of Labor Statistics. In the same survey, people were also asked about their happiness throughout the day when they ate, traveled, watched television, took care of kids, and other activities. People reported happiness on a scale from 0 to 6, where 0 was not happy at all and 6 was very happy.

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Python Lambda Functions, Explained

KDnuggets

Learn the syntax and uses of the lambda function, which is an alternative to the regular Python function.

Python 344
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Introduction to Amazon API Gateway using AWS Lambda

Analytics Vidhya

Introduction What is an API? In simple terms, API is a messenger; let’s understand this with some examples. Let’s say you are hungry and you need to cook something at home. If you want to make noodles, you just take the ingredients out of the cupboard, fire up the stove, and make it yourself. This […]. The post Introduction to Amazon API Gateway using AWS Lambda appeared first on Analytics Vidhya.

AWS 335
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Why data redundancy is worth the extra storage space?

Dataconomy

Data redundancy is a crucial tool in ensuring the reliability and availability of important data. In a world where data is constantly being generated and stored, the importance of data protection cannot be overstated. With the increasing reliance on technology, the potential for data loss or corruption is always present. That’s where data redundancy comes […].

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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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6 Tips for Using Data Analytics for Product Page SEO

Smart Data Collective

Data analytics technology is becoming more important for marketing than ever before. Companies are projected to spend over $27 billion on marketing analytics by 2031. One of the many ways that marketers are leveraging data analytics is SEO. Data-driven SEO can be very beneficial for any company trying to boost organic search traffic to their product pages.

Analytics 139
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How to Merge Pandas DataFrames

KDnuggets

Data merge is a common data processing activity. Learn how Pandas provide various ways to merge our data.

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5 Upcoming Python Libraries You Don’t Want to Miss in 2023

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Python is a popular and influential programming language used in various applications, from web development to data wrangling and scientific computing. One of the critical reasons for Python’s popularity is the wealth of libraries and frameworks available for use, which provides a […].

Python 329
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Amazon CEO says layoffs will continue with 18,000 employees

Dataconomy

Unfortunately, it took only five days after the end of 2022 for the “Amazon layoffs 2023” headline to surface. We already know that great tech expansion took a hammering with a layoff spree in 2022 and it seems like tech layoffs will continue in 2023. Amazon CEO Andy Jassy has stated that the corporation will […].

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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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Mapping the sea floor

FlowingData

Jon Keegan on how USGS researchers collected data for 125 square miles of sea floor : In 2004 and 2005, two research vessels, Ocean Explorer and Connecticut set off into the waters off Cape Ann, Massachusetts on a U.S. Geological Survey mission to map a section of the bottom of the sea. Equipped with cameras, advanced sonar and bathymetric scanners, these ships mapped 125 square miles of the sea floor capturing a detailed dataset that allowed U.S.

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SQL With CSVs

KDnuggets

Write SQL query to analyze CSV files using the simple command line tool.

SQL 320
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Step-by-Step Roadmap to Become a Data Engineer in 2023

Analytics Vidhya

Introduction You must have noticed the personalization happening in the digital world, from personalized Youtube videos to canny ad recommendations on Instagram. While not all of us are tech enthusiasts, we all have a fair knowledge of how Data Science works in our day-to-day lives. All of this is based on Data Science which is […]. The post Step-by-Step Roadmap to Become a Data Engineer in 2023 appeared first on Analytics Vidhya.

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The first data breach of 2023: Twitter email leak

Dataconomy

Unfortunately, just a couple days following the end of 2022, another data breach (Twitter data breach 2023 or Twitter email leak) has occurred. More than 200 million Twitter users had their email addresses posted on underground hacker sites. The Twitter data breach might reveal the true identity of anonymous Twitter users and make it simpler […].

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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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Implementing AI to Automate LinkedIn Messaging

Smart Data Collective

AI technology has led to a number of huge benefits in marketing. One of the biggest reasons companies are investing in AI is to automate many of their marketing processes. In particular, a growing number of companies are using AI to automate their social media marketing strategies. As LinkedIn becomes more viable for B2B marketing, more brands are going to leverage it to this end.

AI 131
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Top Data Python Packages to Know in 2023

KDnuggets

These Python packages would improve your data workflow.

Python 312
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Top 9 Must Read Spring Boot Interview Questions

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source:javaguides.net Introduction Spring Boot is an application developed on top of the Spring Framework. It makes it simpler and faster to install, set up, and execute both basic and web-based apps. The Spring module provides the Spring Framework with the RAD (Rapid Application […].

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Building Geospatial Data Products

databricks

Geospatial data has been driving innovation for centuries, through use of maps, cartography and more recently through digital content. For example, the oldest.

ML 130
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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!