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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Data Science Machine Learning Analytics Data Lake 144

Analytics Vidhya

DECEMBER 11, 2021

This article was published as a part of the Data Science Blogathon In this world, Agriculture and farming are some of the oldest professions. As the population grows high, the need to grow and yield more, better crops and the best quality also increases. New technologies like Artificial Intelligence (AI) and Blockchain come in handy. To […]. The post Artificial Intelligence (AI): The Ultimate Solution in Agriculture appeared first on Analytics Vidhya.

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Data Science Analytics Publishing Technology 351

Phocas

DECEMBER 14, 2021

The Tech Council of Australia is a brand-new peak body that represents Australia’s tech companies – big and small.

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Software Data Analytics Forecasting Analytics 246

Advertiser: Data Robot

As enterprises evolve their AI from pilot programs to an integral part of their tech strategy, the scope of AI expands from core data science teams to business, software development, enterprise architecture, and IT ops teams. Enterprises need a platform that can make broader AI teams more productive, implementing more complex use cases and harnessing the fast pace of new AI technologies.

Data Science

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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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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IT Risk Technology 145

KDnuggets

DECEMBER 13, 2021

So much of data science and machine learning is founded on having clean and well-understood data sources that it is unsurprising that the data labeling market is growing faster than ever. Here, we highlight many of the top players in this industry and the techniques they use to help you consider which might make a good partner for your needs.

Machine Learning 144

Machine Learning Data Science Marketing Data mining 144

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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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.

Software 128

Software IT 128

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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Getting off of Hadoop is a critical objective for organizations, with data executives well aware of the significant benefits of doing so. The problem is, there are few options available that minimize the risk to the business during the migration process and that’s one of the reasons why many organizations are still using Hadoop today. By migrating to the data lakehouse, you can get immediate benefits from day one using Dremio’s phased migration approach.

Risk

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.

Data Analytics 144

Data Analytics Analytics Deep Learning 144

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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Juice Analytics

DECEMBER 16, 2021

Low user adoption for data solutions is the problem that won’t go away. It is the… …sticky-wicket of Cricket …‘Transformers’ of Sci-Fi movies …barnacle of boats …‘Two and a Half Men’ of TV The data and analytics industry has struggled for decades to get more people in organizations to use the data. Re-labeling it “data democratization” didn’t fix it.

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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 Analytics Publishing Modeling 326

Speaker: William Hord, Senior VP of Risk & Professional Services

Enterprise Risk Management (ERM) is critical for industry growth in today’s fast-paced and ever-changing risk landscape. When building your ERM program foundation, you need to answer questions like: Do we have robust board and management support? Do we understand and articulate our bank’s risk appetite and how that impacts our business units? How are we measuring and rating our risk impact, likelihood, and controls to mitigate our risk?

Risk

KDnuggets

DECEMBER 16, 2021

Learn how one data scientist increased their full-time job salary 14 times in 14 years of a career, with highlights on experiencing an IPO, RSUs, start-ups and working at FAANG companies.

Data Analytics 143

Data Analytics Analytics 143

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 124

Analytics Analytics Technologies Data-driven Data mining 124

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.

Visualization 119

Visualization Experimentation Publishing Modeling 119

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.

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Data Science Analytics Data mining Deep Learning 317

Advertiser: ZoomInfo

When economic headwinds pick up, sales leaders are the first to sound the alarm — and chart a new course. Longer sales cycles, larger buying committees, increased price pressure, and smaller teams can quickly combine to reduce your margin for error and increase the urgency to find a solution. To thrive in a challenging environment, sales teams need a rock-solid grasp of the fundamentals and the biggest force-multipliers they can get their hands on.

B2B

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 145

Machine Learning 145

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?

Data Collection 121

Data Collection Data-driven Statistics Marketing Analytics 121

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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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 311

Data Science Analytics Publishing 311

Advertiser: Data Robot

An organization’s path to AI success can be full of obstacles, from a proper assessment of its own AI maturity, to a better alignment between business and technical teams, many factors can influence the outcomes. All of this is tightly intertwined with a myriad of complicated technical decisions that can make or break any long-term AI strategy. While AI progress is hard, companies don’t have to get stuck in an endless loop of inertia on their path to value-driven AI.

Strategy

KDnuggets

DECEMBER 13, 2021

Also: 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; How to Get Certified as a Data Scientist; A $9B AI Failure, Examined; AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022.

Data Science 132

Data Science Deep Learning Machine Learning Analytics 132

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.

Data Analytics 115

Data Analytics Analytics ROI Marketing 115

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

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Data-driven Machine Learning Data Lake Enterprise 112

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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Dashboard design can mean the difference between users excitedly embracing your product or ignoring it altogether. Great dashboards lead to richer user experiences and significant return on investment (ROI), while poorly designed dashboards distract users, suppress adoption, and can even tarnish your project or brand. That’s one of the many reasons we wrote The Definitive Guide to Dashboard Design—to help you avoid common pitfalls, including… Cramming too much onto one screen and expecting the u

Dashboards

KDnuggets

DECEMBER 14, 2021

Thinking about taking your data science expertise to a new level of creating a start-up company? These tips -- learned from experience -- can help you forge an early path toward success.

Data Science 133

Data Science 133

Smart Data Collective

DECEMBER 14, 2021

OKRs are a simple yet powerful management framework for managers to align with employee goals with the organization while fostering transparency and streamlining goal attainment. Employee monitoring is very important. Measuring results and performance is critical to business success. However, it is often challenging to ensure that your metrics are aligned with the C-suite objectives and that all your employees are engaged and connected in meeting these targets.

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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

Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the dataset Introduction Making predictions about the future from historical data available (time series forecasting) is a very important tool with a wide variety of applications like product demand forecasting, weather, and climate forecasting, forecasting in the healthcare sector, etc. There are two main approaches to time series […].

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Forecasting Analytics Publishing 299

Speaker: Dr. Karen Hardy, CEO and Chief Risk Officer of Strategic Leadership Advisors LLC

Communication is a core component of a resilient organization's risk management framework. However, risk communication involves more than just reporting information and populating dashboards, and we may be limiting our skillset. Storytelling is the ability to express ideas and convey messages to others, including stakeholders. When done effectively, it can help interpret complex risk environments for leaders and inform their decision-making.

Risk Management