KDnuggets

JANUARY 7, 2022

This article will show you what SQL concepts you should know as an experienced professional.

SQL 400

SQL 400

Analytics Vidhya

JANUARY 4, 2022

This article was published as a part of the Data Science Blogathon. Overview In this article, we will be predicting that whether the patient has diabetes or not on the basis of the features we will provide to our machine learning model, and for that, we will be using the famous Pima Indians Diabetes Database. Image […]. The post Diabetes Prediction Using Machine Learning appeared first on Analytics Vidhya.

Machine Learning 400

Machine Learning Machine Learning Data Science Database 400

Dataconomy

JANUARY 5, 2022

Python is one of the most popular programming languages worldwide. It often ranks high in surveys: for instance, it claimed the first spot in the Popularity of Programming Language index and came second in the TIOBE index. The chief focus of Python was never web development. However, a few years ago, software engineers realized.

Python 243

Python Data Engineer Data Engineering Data Engineering 243

The Data Administration Newsletter

JANUARY 5, 2022

Introduction Privacy engineering, as a discrete discipline or field of inquiry and innovation, may be defined as using engineering principles and processes to build controls and measures into processes, systems, components, and products that enable the authorized, fair, and legitimate processing of personal information. One privacy leader defines it as the “inclusion and implementation of […].

Data Governance 145

Data Governance 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

JANUARY 7, 2022

How to present yourself as a strong candidate in interview presentations.

Data Science 400

Data Science 400

Analytics Vidhya

JANUARY 3, 2022

This article was published as a part of the Data Science Blogathon. Introduction A language model in NLP is a probabilistic statistical model that determines the probability of a given sequence of words occurring in a sentence based on the previous words. It helps to predict which word is more likely to appear next in the […]. The post Building Language Models in NLP appeared first on Analytics Vidhya.

Data Science 398

Data Science Analytics Analytics 398

Smart Data Collective

JANUARY 6, 2022

Advances in artificial intelligence have been shaping the state of the Internet for years. One of the biggest changes has been in the arena of cybersecurity. AI technology has been a double-edged sword for the cybersecurity sector. On the one hand, it offers robust protection against data breaches , malware and other online security threats. Cybersecurity experts are expected to spend over $38.2 billion on AI-driven cybersecurity solutions by 2026.

AI 145

AI AI Artificial Intelligence Artificial Intelligence 145

KDnuggets

JANUARY 6, 2022

Integrate Excel with Word to generate automated reports seamlessly.

Python 400

Python 400

Analytics Vidhya

JANUARY 6, 2022

Introduction Data science is a collaborative scientific field of computing that has grown many folds in recent years and has become the powerhouse behind the business decisions made by organizations in today’s time, be it the FAANG’s or early-stage startups. As the field has grown, so have the number of individuals pursuing this domain and […].

Data Science 397

Data Science Analytics Analytics Data Analysis 397

FlowingData

JANUARY 7, 2022

This spiralized chart by Gus Wezerek and Sara Chodosh for NYT Opinion has sparked discussions on what it means to communicate data. A lot of people don’t like it. I’m gathering my thoughts, but I think it’s fine for two main reasons: (1) it’s a lead-in to an opinion piece and (2) it’s not trying to replace the straight-up linear views that we’ve grown uncomfortably familiar with over two-plus years.

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138

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

Smart Data Collective

JANUARY 1, 2022

More businesses are becoming reliant on big data than ever these days. Big data has been especially important for implementing modern marketing strategies. The marketing analytics market is projected to be worth $5.3 billion by 2026 as more marketers discover the benefits of big data technology. We have talked about the merits of data analytics for social media marketing and other forms of Web 2.0 marketing in the past.

Big Data 140

Big Data Big Data Analytics Analytics 140

KDnuggets

JANUARY 4, 2022

Here are 15 neural network projects you can take on in 2022 to build your skills, your know-how, and your portfolio.

Deep Learning 400

Deep Learning Deep Learning 400

Analytics Vidhya

JANUARY 5, 2022

This article was published as a part of the Data Science Blogathon. Table of Contents 1. Introduction 2. Types of Machine Learning Algorithms 3. Simple Linear Regression 4. Multilinear Regression 5. Logistic Regression 6. Decision Tree 7. SVM 8. KNN 9. K Means Clustering Introduction We all know how Artificial Intelligence is leading nowadays. Machine Learning […].

Machine Learning 382

Machine Learning Machine Learning Algorithm Decision Trees 382

FlowingData

JANUARY 5, 2022

One of my favorites of the year, Sam Learner’s River Runner shows you a terrain map that lets you place a drop of rain anywhere in the contiguous United States. You’re then taken on a river tour that shows where the drop ends up. Learner just expanded the project to let you drop water anywhere in the world. Tags: rain , river , Sam Learner , water.

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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

JANUARY 6, 2022

Introduction. It is no secret that businesses that are looking to maximize profit in the near future are looking at the role AI can play to unlock potential profits. For businesses in industries that rely on Computer-Aided Design (CAD) the question can be asked, how is AI transforming their industry or supplementing current technology to help boost profit margins?

AI 138

AI AI Computer Science Computer Science 138

KDnuggets

JANUARY 4, 2022

To support the creation of new and exciting ML and artificial intelligence (AI) applications, developers need a robust programming language. That's where the Python programming language comes in.

Python 400

Python Machine Learning Machine Learning Artificial Intelligence 400

Analytics Vidhya

JANUARY 3, 2022

This article was published as a part of the Data Science Blogathon. Table of Contents Introduction Machine Learning Pipeline Data Preprocessing Flow of pipeline 1. Creating the Project in Google Cloud 2. Loading data into Cloud Storage 3. Loading Data Into Big Query Training the model Evaluating the Model Testing the model Summary Shutting down the […].

ML 380

ML ML Machine Learning Machine Learning 380

Applied Data Science

JANUARY 4, 2022

Infectious research ideas, game-changing applications and four awkward moments… Sipping a warm cup of tea and zoning out to candy-coated thoughts? Hiding your 2021 resolution list under a glass of champagne? Trying to make a summary of what happened in the world of AI out of a long and vague chain of events? You’re not alone! To write this post we shook the internet upside down for industry news and research breakthroughs and settled on the following 5 themes, to wrap up 2021 in a neat bow: ?

Artificial Intelligence 130

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 130

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

JANUARY 7, 2022

Artificial intelligence has become a lot more important for many industries. There are a lot of companies that use AI technology to streamline certain functions, bolster productivity, fight cybersecurity threats and forecast trends. The market for AI technology is going to continue to grow as more companies discover the benefits it provides. In November, Garter published a study that found companies around the world will spend $62 billion on AI technology.

AI 136

AI AI Machine Learning Machine Learning 136

KDnuggets

JANUARY 3, 2022

Over a year ago, I lost my job due to the COVID-19 pandemic. During this this, I taught myself data science and tripled my income.

Data Science 400

Data Science 400

Analytics Vidhya

JANUARY 5, 2022

This article was published as a part of the Data Science Blogathon. Source: […]. The post RFM and CLTV to Know Your Customers Better appeared first on Analytics Vidhya.

Data Science 380

Data Science Analytics Analytics Data Analysis 380

FlowingData

JANUARY 7, 2022

Surf is a data-based game by Andy Bergmann that lets you move across a thirty-seven-year time series from NOAA. The data forms the waves, and you’re a dog on a surf board jumping over sharks. It’s kind of like a stripped down version of Alto’s Adventure but with data. Fun. Tags: Andy Bergmann , NOAA.

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128

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

JANUARY 3, 2022

There is no denying the fact that artificial intelligence has become important in the field of web design. A growing number of web developers are using data analytics, AI and other big data tools to make the most out of their strategy. In fact, e-commerce and SaaS platforms are part of the reason that the market for AI is projected to be worth $126 billion by 2025.

AI 133

AI AI Artificial Intelligence Artificial Intelligence 133

KDnuggets

JANUARY 3, 2022

This is part 3 of my hands-on course on reinforcement learning, which takes you from zero to HERO. Today we will learn about SARSA, a powerful RL algorithm.

Algorithm 398

Algorithm 398

Analytics Vidhya

JANUARY 7, 2022

Introduction All data mining repositories have a similar purpose: to onboard data for reporting intents, analysis purposes, and delivering insights. By their definition, the types of data it stores and how it can be accessible to users differ. This article will discuss some of the features and applications of data warehouses, data marts, and data […].

Data Warehouse 376

Data Warehouse Data Lakes Data Mining Data Mining 376

FlowingData

JANUARY 6, 2022

I’m not sure there’s any way to really understand the scale of the largest black holes in the universe, but Kurzgesagt gives it a good try. Tags: black hole , Kurzgesagt , scale , space.

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124

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

JANUARY 6, 2022

People keep receiving dismal news on internet security these days. In 2020, data breaches rose by almost 20% between January and September. Hence, users are increasingly aware of how vital data encryption is to protect their data. A significant development is making the web much safer in an encouraging sign. . When you visit most websites, you might notice a green lock just beside its address.

132

132

KDnuggets

JANUARY 6, 2022

Semantic segmentation is a computer vision problem that entails putting related elements of an image into the same class. Read on to discover more, including the difficulties associated with annotation.

396

396

Analytics Vidhya

JANUARY 5, 2022

Fractal, a global provider of artificial intelligence and advanced analytics solutions to Fortune 500® companies, today announced a huge US$ 360 million (~ INR 2700 crores) investment from TPG, a leading global alternative asset firm. The transaction is expected to close by the first quarter of 2022. What should you know about Fractal? Founded […].

Artificial Intelligence 367

Artificial Intelligence Artificial Intelligence Analytics Analytics 367

FlowingData

JANUARY 6, 2022

Welcome to issue #171 of The Process , the newsletter for FlowingData members about how the charts get made. I’m Nathan Yau, and this week, while gently making my way out of the holidays, I’m thinking about finding new tools and mediums for the new year. 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!