December, 2020

10 Data Science Projects Every Beginner should add to their Portfolio

Analytics Vidhya

ArticleVideos Overview The projects are a way to enhance and improve your knowledge in the data science domain. To boost your resume, here we. The post 10 Data Science Projects Every Beginner should add to their Portfolio appeared first on Analytics Vidhya.

Retail data analytics fosters collaboration between retailers and suppliers

Phocas

There are numerous benefits for retailers to share their sales and customer data with suppliers. Retailers are closer to consumers than suppliers and are more aware of shifting trends that can determine the demise of one product and the potential for another.

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Big Data Proves Invaluable to Retail Supply Chain Management

Smart Data Collective

Retailers are struggling to keep up with a growing demand for online purchases. They have found that the pandemic has completely upended their business models, as customers shift towards online commerce. This has driven many companies to find more innovative ecommerce marketing models that rely on big data. As such, retailers have an even tougher job of keeping on top of supply and demand. However, thankfully, technological tools can make a big difference in this arena.

Top 5 Articles of 2020 to progress your CX journey

Corinium

With 2020 coming to a close, and the continued impact COVID has had on businesses, we have collated the 5 best must read articles to progress your CX journey into 2021. Zendesk CCO customer success CCO Melbourne 2020 Customer Experience and Management

The Best Data Retention Policy & Template To Get You Started

In this whitepaper from Onna, we will walk you through data retention best practices and provide you with a downloadable template to help you get organized and gain better visibility into your data’s lifecycle.

The Top Five Strategic Technology Trends for 2021 The Year of Digitalism

DataFloq

If there is one thing that 2020 taught us, forecasting which trends would define the next year remains a challenge. Very few would have believed me if I had written that by mid-2020, the majority of organisations would work from home.

Doing Power BI the Right Way: 6. Data Modeling Essentials & Best Practices (1 of 2)

Paul Turley

Part of the the series: Doing Power BI the Right Way Data Modeling 101: part 1 (more advanced techniques coming in part 2) A data model is the foundation of analytic reporting. It provides structure and order over information that might otherwise be chaotic and untrustworthy.

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Retail success means data sharing

Phocas

The retail industry is a tough and competitive environment. With every business trying to top one another, it becomes all the more difficult to bring in new customers. The key to retail success in such a cut-throat environment is via your data.

4 Employee Experience Metrics Your Business Should Track

Smart Data Collective

How do your employees experience their professional lives? It’s a worthwhile question, yet one that can seem frustratingly vague or hard to measure – but it doesn’t have to be.

Density-Based Clustering

Domino Data Lab

Original content by Manojit Nandi – Updated by Josh Poduska. Cluster Analysis is an important problem in data analysis. Data scientists use clustering to identify malfunctioning servers, group genes with similar expression patterns, and perform various other applications.

KDD 88

Facebook-backed digital coin Libra renamed Diem in quest for approval

DataFloq

By Anna Irrera and Tom Wilson. LONDON (Reuters) - Facebook-backed cryptocurrency Libra has been rebranded "Diem" in a renewed effort to gain regulatory approval by stressing the project's independence.

IT 248

Building Evolvable Architectures

Speaker: Dr. Rebecca Parsons, CTO of ThoughtWorks

The software development ecosystem exists in a state of dynamic equilibrium, where any new tool, framework, or technique leads to disruption and the establishment of a new equilibrium. Predictability is impossible when the foundation architects plan against is constantly changing in unexpected ways. It’s no surprise many CIOs and CTOs are struggling to adapt, in part because their architecture isn’t equipped to evolve. This webinar will discuss what’s at stake if companies continue to use long term architecture plans.

Doing Power BI the Right Way: 6. Data Modeling Essentials & Best Practices (2 of 2)

Paul Turley

Part of the the series: Doing Power BI the Right Way Data modeling 201-301 – continued from part 1 So far, you’ve seen that the essential components of a data model include tables related to each other.

A Review of 2020 and Trends in 2021 – A Technical Overview of Machine Learning and Deep Learning!

Analytics Vidhya

Introduction Data science is not a choice anymore. It is a necessity. 2020 is almost in the books now. What a crazy year from. The post A Review of 2020 and Trends in 2021 – A Technical Overview of Machine Learning and Deep Learning! appeared first on Analytics Vidhya.

Win the stock and inventory management battle with data analytics

Phocas

Stock and inventory management: how can you optimize it? At Phocas, we set out to answer this question with one of our in-house subject matter experts, Page Schrock.

Real-Time Interactive Data Visualization Tools Reshaping Modern Business

Smart Data Collective

If the work of a human’s mind can be somehow represented, interactive data visualization is the closest form of such representation right before pure art. So, what is Interactive data visualization and how are they driven by modern interactive data visualization tools?

Are Your Embedded Analytics DevOps-Friendly?

Does your analytics solution work with your current tech stack and DevOps practices? If not, any update to the analytics could increase deployment complexity and become difficult to maintain. Learn the 5 elements of a DevOps-friendly embedded analytics solution.

How does Apache Spark 3.0 increase the performance of your SQL workloads

Cloudera

Across nearly every sector working with complex data, Spark has quickly become the de-facto distributed computing framework for teams across the data and analytics lifecycle. One of most awaited features of Spark 3.0

4 Cool Things You Can Do with Azure Machine Learning

DataFloq

What is Azure Machine Learning (Azure ML)? Azure ML is Microsoft’s machine learning operations solution. It lets you build machine learning models, train them at scale, and deploy them to the cloud for production use.

MLOps Basics: Why Is Everyone Talking About It?

Dataiku

Machine learning operations (MLOps) is quickly becoming a critical component of successful data science project deployment in the enterprise — it’s a process that helps organizations and business leaders generate long-term value and reduce risk associated with data science, machine learning, and AI initiatives.

Top 15 Open-Source Datasets of 2020 that every Data Scientist Should add to their Portfolio!

Analytics Vidhya

Overview Here is a list of Top 15 Datasets for 2020 that we feel every data scientist should practice on The article contains 5. The post Top 15 Open-Source Datasets of 2020 that every Data Scientist Should add to their Portfolio! appeared first on Analytics Vidhya.

Digital Trends Report 2020

As part of our goal to continue helping our community during these times, we wanted to share with you this critical data on the state of digital products across industries and provide context on how businesses are responding to the changing winds.

What are the costs of not using business intelligence?

Phocas

Due to budget and time constraints, some managers believe business intelligence (BI) is not worth the investment. Some people think they're saving money, when it fact, the failure to implement BI will cause the business to lose money. This blog examines a few of those costs.

How Trucking Companies Use Telematics to Increase Trucking Safety

Smart Data Collective

As technology has advanced in the transportation industry, there’s a lot of data available that can enhance truckers’ safety all over the world. One recent example is the development of electronic logging devices (ELD) that monitor drivers’ Hours of Service (HOS) compliance.

Gartner’s Top 20 Emerging Technologies and Trends Topics for 2020

John Wheeler

Here’s our final “20 for 20” view on the top 20 Emerging Technologies & Trends (ETT) client topics across the full 2020 year.

Risk 73

SolarWinds hackers accessed Microsoft source code, the company says

DataFloq

By Raphael Satter and Joseph Menn. WASHINGTON (Reuters) -The hacking group behind the SolarWinds compromise was able to break into Microsoft Corp and access some of its source code, Microsoft said on Thursday, something experts said sent a worrying signal about the spies' ambition.

5 Things a Data Scientist Can Do to Stay Current

DataRobot together with Snowflake – a leading cloud data platform provider — is helping data scientists stay current with the latest technology and data science best practices so that they can excel in an increasingly AI-driven workplace. Five Things a Data Scientist Can Do to Stay Current offers data scientists guidance for thriving in AI-driven enterprises.

Declarative Knowledge Graph APIs

Ontotext

Declare, then auto-generate, simple, controlled, intuitive APIs, that are approachable, no matter your background. Stop wasting time building data access code manually, let the Ontotext Platform auto-generate a fast, flexible, and scalable GraphQL APIs over your RDF knowledge graph.

14 Free Data Science Books to Add your list in 2020 to Upgrade Your Data Science Journey!

Analytics Vidhya

Overview Here are 14 free data science books to get started and upgrade yourself on various fronts By no means is this an exhaustive. The post 14 Free Data Science Books to Add your list in 2020 to Upgrade Your Data Science Journey! appeared first on Analytics Vidhya.

Excel vs Business Intelligence Software

Phocas

Many businesses use Excel spreadsheets for a variety of needs. They are a great way to organize information, and if used correctly, can add value to an organization in a number of ways. If spreadsheets are used as a source of business intelligence information, however, challenges often arise.

Machine Learning Could Slash Car Accident Casualties in Coming Years

Smart Data Collective

When most people consider the merits of machine learning, they typically think about its applications from a capitalist standpoint. There are countless ways that business owners are using machine learning advances to pad their bottom lines.

Testing at Every Stage of Development

Up to 80% of new products fail. The reality is harsh and the reasons why are endless. Perhaps the new product couldn’t oust a customer favorite. Maybe it looked great but was too hard to use. Or, despite being a superior product, the go-to-market strategy failed. There’s always a risk when building a new product, but you can hedge your bets by understanding exactly what your customers' expectations truly are at every step of the development process.

Cloudera Replication Plugin enables x-platform replication for Apache HBase

Cloudera

The Cloudera Data Platform (CDP) is the latest Big Data offering from Cloudera. It includes Apache HBase and Phoenix as part of the platform.

Bitcoin touches record above $29,000, extending 2020 rally

DataFloq

By John McCrank. NEW YORK (Reuters) - The price of Bitcoin topped $29,000 on Thursday for the first time, with the digital currency almost quadrupling in value this year amid heightened interest from investors big and small alike.

IT 227

Expanding Role of Data Governance, Metadata Management, and Data Quality

The Data Administration Newsletter

Ensuring data quality is an important aspect of data management and these days, DBAs are increasingly being called upon to deal with the quality of the data in their database systems more than ever before. The importance of quality data cannot be overstated.

Top 15 Free Data Science Courses to Kick Start your Data Science Journey!

Analytics Vidhya

Overview Here is a list of 15 Free Data Science Courses to get you going initially These are well-curated courses. Please probe the resources. The post Top 15 Free Data Science Courses to Kick Start your Data Science Journey! appeared first on Analytics Vidhya.

How Embedding AI-Powered Analytics Can Give You a Competitive Advantage

Embedding dashboards and reports aren’t enough. Futureproof your application by offering instant, actionable insights that will give you and your customers a competitive advantage.