DataKitchen

DECEMBER 13, 2021

The post 8 analytics startups to watch over the next year first appeared on DataKitchen.

Analytics 316

Analytics 316

KDnuggets

DECEMBER 14, 2021

We have solicited insights from experts at industry-leading companies, asking: "What were the main AI, Data Science, Machine Learning Developments in 2021 and what key trends do you expect in 2022?" Read their opinions here.

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Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon + Image 1 Overview This article will support data scientists in furthering their studies on artificial neural networks so that they can develop applications for professional use. We introduce the concept of ANN, from the Perceptron device, we conceptualize input neurons, functions, and activation […].

Data Science 397

Data Science Publishing Analytics Deep Learning 397

Jen Stirrup

DECEMBER 14, 2021

TL; DR Yes. Let me tell you about the second-worst conference experience I’ve ever had as a speaker. The worst experience happened a few years ago and it is at the foot of the post so you will have to read down – note, it does have a trigger warning. Speakers from diverse backgrounds want equality not preferential treatment. Let me explain a scenario and let me make it clear that I’m not asking for preferential treatment.

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Sales

DataKitchen

DECEMBER 13, 2021

Before we shut the door on 2021, we would like to share our most popular DataOps content in hopes that it can help you as you learn about and implement DataOps. We hope you and your family have happy holidays and we look forward to continuing your DataOps journey with you in the new year. Without further ado, here are DataKitchen’s top ten blog posts, top five white papers, and top five webinars from 2021.

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KDnuggets

DECEMBER 17, 2021

What AI and data analytics trends are taking the industry by storm this year? This comprehensive review highlights upcoming directions in AI to carefully watch and consider implementing in your personal work or organization.

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Data Analytics Analytics Deep Learning 160

Smart Data Collective

DECEMBER 13, 2021

Big data has become a highly invaluable aspect of modern business. More companies are using sophisticated data analytics and AI tools to overhaul their business models. Some industries have become more dependent on big data than others. The e-commerce sector has been one of the most affected by major advances in data technology. Smart e-commerce entrepreneurs are utilizing big data to address many of the problems they are facing.

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Data-driven Marketing Strategy Big Data 145

Cloudera

DECEMBER 13, 2021

Summary. On December 10th 2021, the Apache Software Foundation released version 2.15.0 of the Log4j Java logging library, fixing CVE-2021-44228 , a remote code execution vulnerability affecting Log4j 2.0-2.14. An attacker can use this vulnerability to instruct affected systems to download and execute a malicious payload through submitting a custom-crafted request.

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Software IT 127

KDnuggets

DECEMBER 15, 2021

A short and clean approach to processing iterables.

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Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon Introduction In the past few years, Natural language processing has evolved a lot using deep neural networks. Many state-of-the-art models are built on deep neural networks. BERT (Bidirectional Encoder Representations from Transformers) is a very recent work published by Google AI Language researchers.

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Data Science Publishing Modeling Analytics 380

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

Testing

Smart Data Collective

DECEMBER 17, 2021

Big data has become invaluable to many businesses around the country. A growing number of business owners are investing in data-driven marketing strategies. One of the biggest ways that big data can help your business reach more customers is through SEO. Earlier this summer, we talked about the approaches to data-driven SEO. However, there are a lot of benefits from the business side that you have to understand as well.

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Data-driven Strategy Big Data Marketing 143

The Data Visualisation Catalogue

DECEMBER 13, 2021

To demonstrate the potential new content structure being implemented on an existing visualisation reference page, here’s an example provided for Bar Charts : Bar Chart. Other names: Bar Graph, Bar Plot. Functions: Comparisons, Rankings Encodings: Length. Description. A graph that displays a series of bars plotted on a common axis, whose lengths are proportional to the values they each represent.

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Visualization Experimentation Publishing Interactive 121

KDnuggets

DECEMBER 17, 2021

I've put some thought into this, and come up with the 5 characteristics of a what I believe define a successful data scientist. Do you agree?

Data Science 159

Data Science 159

Analytics Vidhya

DECEMBER 15, 2021

Introduction While we bid adieu to 2021, one should not fail to acknowledge the fact that it was another crazy year in the history of humanity. We all aged simultaneously with a never-ending pandemic turning up with new variants every now and then. Coming to data science, 2021 was a very incremental year for this […]. The post A Review of 2021 and Trends in 2022 – A Technical Overview of the Data Industry!

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Data Science Analytics Deep Learning IT 358

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Strategy

Smart Data Collective

DECEMBER 16, 2021

Analytics technology has become fundamental to many aspects of organizational management. Some of the benefits of analytics actually have crossover with each other. For example, more companies than ever are using analytics to bolster their security. They are also using data analytics tools to help streamline many logistical processes and make sure supply chains operate more efficiently.

Analytics 139

Analytics Analytics Technologies Data mining Software 139

Dataiku

DECEMBER 14, 2021

Besides preparing our anticipated AI trends for the upcoming year, annually in Q4 we also take time to reflect on the year we had internally at Dataiku — what we accomplished and what we aim to tackle in the new year. At just about this time last year — December 17 to be exact — we were celebrating our 500 employee milestone and looking back on how the company adjusted to going fully remote amidst the onset of the global health crisis.

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KDnuggets

DECEMBER 15, 2021

Based on 10 years of my experience (learn to build those skills).

Data Science 159

Data Science 159

Analytics Vidhya

DECEMBER 13, 2021

Introduction 2021 is a year that proved nothing is better than a Proof of Work to evaluate any candidate’s worth, initiative, and skill. Pursuing any data science project will help you polish your resume. These projects will not only deepen an understanding of the concepts but also, help you gain some practical experience in the […]. The post Top Data Science Projects to add to your Portfolio in 2021 appeared first on Analytics Vidhya.

Data Science 353

Data Science Analytics Data mining Deep Learning 353

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Testing

Smart Data Collective

DECEMBER 15, 2021

Digital marketers work online and leverage online tools to drive sales. They make up an aspect of marketing focused on using the internet and cloud-based technology to promote brands. Marketers all share the same goal: reach the target audience and make more profit. But driving sales through the maximization of profit and minimization of cost is impossible without data analytics.

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ROI Marketing Data Analytics Analytics 134

Paul Turley

DECEMBER 12, 2021

Last year I wrote this post about the new composite model feature in Power BI that enables datasets to be chained together using a featured called “DirectQuery for PBI Datasets and AS“ The prospect of creating a data model that virtually layers existing data models together without having to repeat the design, sounds like nothing … Continue reading →

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Modeling 114

KDnuggets

DECEMBER 14, 2021

From heuristic to algorithmic feature selection techniques for data science projects.

Data Science 160

Data Science Statistics Machine Learning 160

Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon Introduction In this article, We will develop an End to End project which will be based on Pure Deep Learning. I’m using Pure term here, the reason you’ll come to know in my further articles. The reason behind building this project is to detect […]. The post End to End Potato Leaf Disease Prediction Project – A Complete Guide appeared first on Analytics Vidhya.

Deep Learning 353

Deep Learning Data Science Publishing Analytics 353

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Reporting

Smart Data Collective

DECEMBER 14, 2021

Collecting data is a necessary step that companies must take to reach their desired standards or keep from declining in quality. Not only that, but the product or service primarily influences the public’s perception of a brand that they offer, so gathering the data that will inform them of customers’ level of satisfaction is extremely important. But what ways should be used to do so?

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Data Collection Statistics Data-driven Marketing Analytics 134

Cloudera

DECEMBER 14, 2021

Artificial Intelligence (AI) has revolutionized how various industries operate in recent years. But with growing demands, there’s a more nuanced need for enterprise-scale machine learning solutions and better data management systems. The 2021 Data Impact Awards aim to honor organizations who have shown exemplary work in this area. . The category “Data for Enterprise AI” awards companies from around the world that have built and deployed use cases for enterprise-scale machine learning and have in

Data Lake 111

Data Lake Machine Learning Big Data Data-driven 111

KDnuggets

DECEMBER 17, 2021

How to use scikit-learn, pickle, Flask, Microsoft Azure and ipywidgets to fully deploy a Python machine learning algorithm into a live, production environment.

Machine Learning 159

Machine Learning 159

Analytics Vidhya

DECEMBER 14, 2021

This article was published as a part of the Data Science Blogathon Introduction In this article, I will explain to you about using Yolo v5 Algorithm for Detecting & Classifying different types of 60+ Road Traffic Signs. We will start from very basic and covers each step like Preparation of Dataset, Training, and Testing. In this article, […].

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Testing Data Science Publishing Analytics 343

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Optimization

Smart Data Collective

DECEMBER 13, 2021

The history of AI in web development can be traced back to 1993, when the Mosaic graphical web browser was launched. Artificial intelligence has come a long way in the 30 years since that browser first reached the market. It will be even more important in the future. Artificial intelligence technology is becoming invaluable to the art of web design.

Machine Learning 134

Machine Learning Cost-Benefit Technology Marketing 134

Depict Data Studio

DECEMBER 14, 2021

How do we make our graphs more accessible? There’s a misconception that accessibility takes all day, that’s it’s costly, or that it’s complicated. Those are all false. Accessibility is woven into all my trainings, but since this is a topic I get asked about a lot, I decided to make a new talk that’s focused just on accessibility for dataviz. In Spring 2021 I gave a talk at the Good Tech Fest conference about dataviz accessibility quick wins.

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Visualization Data Collection IT 110

KDnuggets

DECEMBER 16, 2021

Let’s take a look at the current state of statistics in data science, and what you can do to accelerate your learning.

Statistics 159

Statistics Data Science 159

Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon What is object detection? Cf the many Computer Vision cognitive application, object detection is one of the highly used techniques to identify and locate objects in images and videos. As the name suggests – ‘Computer Vision’, is the ability for computers to acquire human-like […].

Data Science 343

Data Science Publishing Analytics 343

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Business Intelligence