Making Intelligent Document Processing Smarter: Part 1
KDnuggets
FEBRUARY 10, 2023
This article attempts to measure the effect of various noises present in scanned documents on the performance of various APIs in the OCR segment.
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KDnuggets
FEBRUARY 10, 2023
This article attempts to measure the effect of various noises present in scanned documents on the performance of various APIs in the OCR segment.
O'Reilly on Data
OCTOBER 30, 2023
The recent discovery (documented by an exposé in The Atlantic ) that OpenAI, Meta, and others used databases of pirated books, for example, highlights the need for transparency in training data. Given the importance of intellectual property to the modern economy, copyright ought to be an important part of this executive order.
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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication
Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications
Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization
From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success
Analytics Vidhya
NOVEMBER 3, 2021
Overview In NLP, tf-idf is an important measure and is used by algorithms like cosine similarity to find documents that are similar to a given search query. This article was published as a part of the Data Science Blogathon. Here in this blog, we will try to break tf-idf and see how sklearn’s TfidfVectorizer calculates […].
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication
Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications
Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization
From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success
CIO Business Intelligence
MARCH 3, 2024
One component of corporate IT that has long been ‘in range’ for cyber criminals that is often overlooked when protection measures are being put in place are multifunction printers – widely used in almost every organisation. The administrator can also restrict duplication of documents containing keywords.
CIO Business Intelligence
FEBRUARY 7, 2024
Samsara employees are applying these general-purpose assistants to a variety of use cases, like writing documentation and job descriptions, debugging code, or writing API endpoints. Some of our engineers don’t have English as their first language,” adds Franchetti, “so bringing AI to commenting and documentation helps them in their work.”
Cloudera
FEBRUARY 1, 2024
Day 0 — Design and Preparation: Focuses on designing and preparing for your installation, including gathering requirements, planning architecture, allocating resources, setting up network and security, and documentation creation. Security considerations: define security policies and implement necessary measures to protect data and resources.
IBM Big Data Hub
MARCH 14, 2024
Refer to the Kafka documentation and relevant monitoring tools to understand the specific metrics available for your version of Kafka and how to interpret them effectively. Measuring the request-latency-avg metric can help to identify bottlenecks within your instance. Why is it important to monitor Kafka clients?
Corinium
JULY 19, 2020
Before launching a CX program, try to document an accurate view of your business’s current state of play. Get Creative When Measuring Profitability. Consider what sort of revenue or profit proxies can be identified and measured. Interested in learning more about measuring CX profitability?
Smart Data Collective
MAY 7, 2023
Some of them are: Business formation documents Employment records Business asset records Tax returns and supporting documents Sales receipts Ledgers and registers Leases or mortgage documents Shareholder meeting minutes Bank and credit card statements Licenses and permits Insurance policies and records Loan documents.
CIO Business Intelligence
FEBRUARY 15, 2024
Even moving from a paper document to a file can be challenging. Graded’s Ardolino says that when he presents a project to top management, he starts with a descriptive overview and then combines KPIs that can measure the estimated positive impact in different business areas, for example reduction in man hours or the benefits of data retrieval.
Smart Data Collective
AUGUST 30, 2021
The simplest way is to measure the performance of your knowledge management. Unlike marketing metrics, knowledge management is challenging to measure. While there is no magic wand that you can swish and flick, there are certain metrics that you can track to measure the success of your knowledge base. Let’s get started!
Smart Data Collective
SEPTEMBER 7, 2021
Properly safeguard physical documents. You and your employees should treat sensitive paper documents with the same level of attention as you treat your online transactions. You and your employees should treat sensitive paper documents with the same level of attention as you treat your online transactions.
CIO Business Intelligence
MARCH 12, 2024
Early use cases include code generation and documentation, test case generation and test automation, as well as code optimization and refactoring, among others. The maturity of any development organization can easily be measured in terms of the size and type of investment made in QA,” he says.
AWS Big Data
JANUARY 9, 2024
Lexical search In lexical search, the search engine compares the words in the search query to the words in the documents, matching word for word. Semantic search doesn’t match individual query terms—it finds documents whose vector embedding is near the query’s embedding in the vector space and therefore semantically similar to the query.
Smart Data Collective
JULY 4, 2023
Collaboration tools: the ability to share documents, communicate in real-time, and coordinate with teams helps implement solutions effectively. Efficient documentation management Documentation is very important in the disaster restoration business. Fortunately, AI technology has helped make real-time updates more efficient.
IBM Big Data Hub
JANUARY 22, 2024
An organization must establish and document its legal basis before collecting any data. According to the GDPR principle of purpose limitation, controllers must have an identified and documented purpose for collecting data. ” The organization documents all data processing activities.
datapine
MAY 5, 2023
YoY growth is an effective means of measuring your ongoing progress and making sure your business is moving in the right direction. Year over year growth is a KPI that allows you to measure and benchmark your progress against a comparison period of 12 months before. That’s where year over year (YoY) growth enters the mix.
datapine
SEPTEMBER 29, 2022
5) How Do You Measure Data Quality? In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. These processes could include reports, campaigns, or financial documentation.
AWS Big Data
AUGUST 21, 2023
Lexical search looks for words in the documents that appear in the queries. Background A search engine is a special kind of database, allowing you to store documents and data and then run queries to retrieve the most relevant ones. OpenSearch Service supports a variety of search and relevance ranking techniques.
CIO Business Intelligence
NOVEMBER 7, 2023
As the end of 2023 approaches, it becomes imperative to assess the current landscape of cybersecurity threats, explore potential strategies to combat them, and explore the new practice measures that can be taken. Here are some practical steps that organizations can take to significantly enhance their security posture.
CIO Business Intelligence
MAY 23, 2023
Preload and pre-connect headers in HTML documents Edgio <link rel=”preload” href=”/lcp-img.png” as=”image” /> Preload is a new web standard that offers more control over how particular resources are prioritized and fetched to optimize their delivery. These can be customized and optimized to significantly improve page load times.
CIO Business Intelligence
DECEMBER 19, 2023
Verifying that bonds are ERISA-compliant has historically been a manual process involving a thorough review of documentation and legal history. Auditing a 401(k)-plan document manually can cost up to $7,500 and consume about 45 hours of a skilled professional’s time. Artificial Intelligence
CIO Business Intelligence
APRIL 21, 2022
You might have heard that if you can’t measure you can’t manage. This is followed by Lewis’s 2nd Law of Metrics: You get what you measure – that’s the risk you take. Anything you don’t measure, you don’t get. Calibrated: No matter who measures what you’re measuring, they must record the same result. Guilt no more.
CIO Business Intelligence
AUGUST 30, 2023
One executive said that it’s essential to toughen up basic security measures like “a combination of access control, CASB/proxy/application firewalls/SASE, data protection, and data loss protection.” This includes documentation of the risks and potential impacts of AI technology.
CIO Business Intelligence
JANUARY 23, 2024
Regardless of where organizations are in their digital transformation, CIOs must provide their board of directors, executive committees, and employees definitions of successful outcomes and measurable key performance indicators (KPIs). He suggests, “Choose what you measure carefully to achieve the desired results.
Alation
FEBRUARY 3, 2022
This process embeds continuous improvement into the system through steps that monitor and measure performance to (1) glean insights and (2) integrate those lessons into the governance system. In other words, leaders must clarify how things will be governed, who is responsible, and how success or failure will be measured.
erwin
JUNE 26, 2020
Data catalogs combine physical system catalogs, critical data elements, and key performance measures with clearly defined product and sales goals in certain circumstances. You also can manage the effectiveness of your business and ensure you understand what critical systems are for business continuity and measuring corporate performance.
CIO Business Intelligence
AUGUST 18, 2023
Clearly define measurable desired outcomes The third rule of Vested sourcing partnerships is that, to become the beacon for success, desired outcomes must be clearly defined and measured. So when you break a process down into small parts, it is easy to fall into measurement minutiae.
CIO Business Intelligence
APRIL 18, 2024
Considering the benefits Copilot, and similar AI agents, can generate entire documents from short prompts, create slide presentations, automate repetitive tasks, pull together information from multiple sources, and summarize emails, chats, and meetings for employees flooded with all three, Microsoft says. “The No,” he says.
CIO Business Intelligence
JUNE 21, 2022
For years, requesting medical records has been a cumbersome, manual process that can take weeks, even after the shift from paper documents to electronic medical records (EMRs). We documented it within our EMR, but that’s not something that exists in their EMR, the home EMR of that patient,” Rosello says. Automate and simplify.
CIO Business Intelligence
APRIL 8, 2024
million video frames and documents about 100 million locations and positions of players on the field. Digital Athlete draws data from players’ radio frequency identification (RFID) tags, 38 5K optical tracking cameras placed around the field capturing 60 frames per second, and other data such as weather, equipment, and play type.
IBM Big Data Hub
FEBRUARY 7, 2024
In addition to CSRD, California has new mandatory reporting rules coming into play in 2024, while countries around the world are on the verge of implementing their own non-financial disclosure and documentation requirements.
Smart Data Collective
JULY 26, 2023
Additionally, evaluate how easy it is to use and how it integrates with other systems and security measures. For instance, can your team members share and comment on documents in real time? Make sure your team can share documents in real-time. It allows them to comment on documents quickly and track changes easily.
Smart Data Collective
JULY 1, 2023
Improving annotation quality is crucial for various tasks, including data labeling for machine learning models, document categorization, sentiment analysis, and more. Conduct training sessions or provide a document explaining the guidelines thoroughly. Cohen’s Kappa) to measure inter-annotator agreement.
IBM Big Data Hub
APRIL 24, 2024
The Personal Information Protection and Electronic Documents Act (PIPEDA) Canada’s PIPEDA governs how private-sector businesses collect and use consumer data. Knowing how data moves through the network helps track usage, detect suspicious activity, and put security measures in the right places.
O'Reilly on Data
MAY 18, 2020
Materiality is a widely used concept in the world of model risk management , a regulatory field that governs how financial institutions document, test, and monitor the models they deploy. Data sensitivity also tends to be a helpful measure for the materiality of any incident. How Material Is the Threat?
Smart Data Collective
SEPTEMBER 30, 2021
Sometimes the most advanced security measure you can take is to cover the basics. The documents should include a zero-trust protocol for vigilant data protection, virtual desktop infrastructure (VDI) for remote workforces, multi-factor authentication (MFA), and siloed access to data. System updates and data backups.
datapine
NOVEMBER 19, 2019
Popularity is not just chosen to measure quality, but also to measure business value. Discovery and documentation serve as key features in collaborative BI. Knowledge Retention : The intellectual property of organizations all around the world and the items under them are not documented on a daily basis.
IBM Big Data Hub
DECEMBER 8, 2023
The best approach for this first step is to heavily document each of the risks and continue the documentation throughout the risk mitigation process. In the assessment phase you will measure each risk against one another and analyze the occurrence of each risk.
Rocket-Powered Data Science
FEBRUARY 15, 2023
Since ChatGPT is built from large language models that are trained against massive data sets (mostly business documents, internal text repositories, and similar resources) within your organization, consequently attention must be given to the stability, accessibility, and reliability of those resources.
CIO Business Intelligence
DECEMBER 19, 2023
Once changes are implemented, it’s crucial to loop back, measure against the anticipated improvement, and continually review data.” Avoid ad hoc execution and document complaint resolutions As with any business-critical activity, service delivery has to be planned in advance. “Ad
CIO Business Intelligence
JANUARY 22, 2024
Generative AI will significantly change how healthcare operations are conducted, establishing a new level of benchmark performance by which all payers and providers will be measured. In addition, large language models can both summarize massive amounts of data and create new, original content.
CIO Business Intelligence
AUGUST 1, 2023
It would also empower linguists to translate historical documents. But digitizing the project could help collect all those materials in one place, giving everyone access to instant copies of these vital historical documents. Our measure of success is that nearly two dozen instances of ILDA have been created to date,” says Tepe.
IBM Big Data Hub
FEBRUARY 9, 2023
Focus and prioritize what you’re delivering to the business, determine what you need, deliver and measure results, refine, expand, and deliver against the next priority objectives. The key to success is to start small, learn and adapt, while focusing on delivering and measuring business outcomes. Don’t try to do everything at once!
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