« Older Entries

DATAOPS: BEST PRACTICES FOR DATA MANAGEMENT

What is DataOps:
DataOps is as much about managing people as it is about tools. The resources for dataops will be data scientists, engineers, analysts who just want to analyze the data and build models.

DataOps: Best Data Management Practices:

Any DataOps implementation can adopt and follow these best practices.

Start small and build incrementally

Agile methodology is the inspiration for the whole DataOps philosophy.

The objective of the data ops is to steer the function of the data analytics team towards business goals and objectives. Lay down business priorities for the data team and review them fortnightly or monthly to kickstart the process.

To achieve this, insist on a cross-functional team structure and work on improving collaboration.

Building incrementally is the core principle of agile. Agile data processes focus on starting quickly with the data subsets and then focusing on incremental value delivery while incorporating feedback from the end-users. The agile data mastering process needs to be incremental, automated, and collaborative to streamline seamless formation of data pipelines.

Build operationally supportive applications:

Data analytics teams usually source huge amounts of data analyzed by machines mostly.

Consider cases when these data sources can be directly mapped with operational teams that use insights from this data. Empower your data developers to build apps that support multiple internal operations.

The new apps developed must be treated and built like software development projects to make sure that data always stays updated. You need to allocate one resource or more within your data teams who can take data from its source, analyze it, and bring it to a point where internal teams can make use of it.

Create business data glossaries and catalogs

A glossary helps in answering various questions about the data itself. These are mostly questions such as the technical name, definition, and function of a particular type of data in different systems within the organization.

Catalogs are like supersets that go beyond glossaries. They provide more metadata about the structure of the data. The creation of catalogs presents unique collaborative opportunities with teams that are the end consumers of data.

Cataloging helps users understand deeper aspects of the data such as its locations, its users, and best practices for leveraging it.

Enable self-service mechanisms for using data

Most data analytics teams tend to do their own data preparation when they have no data available for a specific use case. They self-sourced the data and use whatever tools they can find, internally or externally, to prepare it for their use case.

This kind of self-service data prep needs to be an organization-wide initiative. This initiative provides business users with the capabilities to explore, manipulate, and merge new data sources.

A proactive data analytics team goes beyond past and current data use cases and predicts data needs for frequently and rarely utilized use cases. This can be achieved with the timely collaboration between the business teams and data teams.

Use automation to anticipate source changes to avoid downtime

When a data source changes its format or becomes unavailable, affecting apps that use that data, it becomes a key problem for DataOps teams. Thus, causing downtime and these apps are often not ready to handle the changes.

For enterprise DataOps teams, handling of source changes in the least disruptive way and is non-negotiable. Downtime caused by one source can disrupt multiple systems and affect multiple teams.

Smart DataOps systems have apps that can work with updating data sources and detect the changes automatically. Mechanisms are built in such a way that they safely propagate change information to affected apps with zero (or minimal) downtime.

About Technovert:

It all comes back to good data. We’ve got you covered for any data project across verticals. Our comprehensive business intelligence consulting/ services/ inclusive of/ PowerBI/solutions, Data Visualization, Dashboard Design & Development along with DBA support services can help your business transformation process.

Our experts help you to discover how to unlock the true potential of the data and let you take the next step in choosing the right tool and technology for any of your data application.

Tags:

The Importance of Local Citations in Local SEO Strategies

Introduction
In the vast landscape of digital marketing, local businesses are recognizing the paramount importance of Local SEO to enhance their online visibility and attract potential customers in their geographical vicinity. One integral aspect of an effective Local SEO strategy is the utilization of local citations. In this comprehensive guide, we will delve into the significance of local citations and explore how they contribute to the success of your local business in the online realm.

Understanding Local Citations:
Local citations refer to online mentions of your business name, address, and phone number (NAP) across various platforms such as business directories, local websites, and social platforms. These citations act as virtual breadcrumbs, guiding both users and search engines to authenticate and validate the legitimacy of your business.

Building Trust and Credibility:
One of the primary benefits of local citations is the establishment of trust and credibility. Search engines, particularly Google, prioritize businesses with consistent and accurate information across the web. Local citations serve as a digital footprint, reinforcing the reliability of your business and improving its chances of ranking higher in local search results.

Enhancing Local Visibility:
Local citations play a pivotal role in enhancing your business’s visibility in local searches. When your business information is consistently and accurately cited across multiple online platforms, search engines perceive your business as more relevant to local users. This increased relevance results in higher rankings, making it easier for potential customers in your area to find your business online.

Navigating the Local SEO Ecosystem:
Local search ecosystems are complex, comprising search engines, business directories, and other platforms. Local citations help your business navigate and thrive within this ecosystem by ensuring that your information is present and consistent across various platforms. This consistency sends positive signals to search engines, reinforcing your business’s local relevance.

Citations and Local Ranking Factors:
Search engines consider several factors when determining local rankings. Local citations are a crucial component of these ranking algorithms. The quality, quantity, and consistency of your business citations directly influence your position in local search results. By actively managing your citations, you can positively impact your business’s visibility and ranking.

Key Elements of Effective Local Citations:
Consistency is Key: Ensure that your business information (NAP) is consistent across all online platforms. Any discrepancies can lead to confusion and negatively impact your local SEO efforts.

Choose Reputable Platforms: Focus on authoritative and relevant platforms for your industry. Google My Business, Yelp, and industry-specific directories are excellent choices for building citations.

Complete Citations: Provide as much information as possible when creating citations. Beyond the basics, include additional details such as business hours, website URL, and a brief business description.

Managing and Monitoring Local Citations:
Building local citations is an ongoing process that requires active management and monitoring. Regularly audit your citations to ensure accuracy and update any changes to your business information promptly. Additionally, monitor customer reviews and address any issues promptly to maintain a positive online reputation.

Conclusion:
In conclusion, local citations are a foundational element of successful Local SEO strategies. By establishing trust, enhancing visibility, and navigating the intricacies of the local search ecosystem, local citations contribute significantly to the online success of your local business. Embrace the power of citations, and watch as your business climbs the ranks in local search results, connecting with your target audience and thriving in the competitive local marketplace.

Tags:

An Introductory Guide to Marine Piling

Marine Piling

Marine piling is simply the construction or piling of foundations below average sea level. You can do this to support works that are located offshore. The name of this process can differ as well, but it is more often named based on the location. Another common name for it is aqua piling.

The piling part is a result of the pile used in this process. This pile is driven deep into the floor, below sea level, supporting the constructions above.

An application of this is in the construction of waterways. Here it is more often used to create a wall to retain water. It keeps the banks and water separate. Another application is in the use of wharf piles to support marine structures.

Sheet Piling

It is a common term concerning this sort of job. It means a wall-like structure made with sheets of steel. These sheets are interlocking, and they prevent the collapse of river and canal banks.

A reason for their everyday use is that marine sheet piling works provide long-term integrity to banks. They are constructed as a solution to last for a long time. It could be for anything above 20 years.

Materials For Piling

Piles are usually in danger of corrosion, wear and tear. It is a result of how long they stay underwater. This prolonged exposure to numerous chemicals and substances can cause damage in the long run. So you must select the appropriate materials to fit the situation or construction. The two most commonly used materials are steel, wood, and concrete. Steel, which we’ve previously mentioned, is incredible when it comes to bearing heavy loads. It is also very resistant to corrosion.

This resistance is made even more by galvanizing steel. Galvanization of steel helps in preventing its degradation after prolonged exposure.

Concrete piles are solid, making the whole system very rigid. Wooden banks, however, give a more aesthetic look, and they also last reasonably long.

Knowing the composition of water and the location where the piles will be constructed is vital in the placement of these piles. For example, the type of marine piling in a canal would differ from the kind of marine piling required in a river.

Conclusion

Marine piling is essential and relatively flexible work. However, the right expertise is always needed for it. The best way to get knowledge of this expertise is to inquire from a professional in the field. For example, a specialist in marine civil engineering will prove to be very useful. However, you can also get as much information from this article as we have discussed the top important things you should know about the concept and processes of marine piling.

Tags: