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.
Streamline RAG with New Document Preprocessing Features
Snowflake
OCTOBER 15, 2024
As organizations increasingly seek to enhance decision-making and drive operational efficiencies by making knowledge in documents accessible via conversational applications, a RAG-based application framework has quickly become the most efficient and scalable approach. Until now, document preparation (e.g.
SQL 
69
69 Join 37,000+
Insiders
Sign Up for our Newsletter
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Trending Sources
Streamline Operations and Empower Business Teams to Unlock Unstructured Data with Document AI
Snowflake
JUNE 12, 2024
It is estimated that between 80% and 90% of the world’s data is unstructured 1 , with text files and documents making up a significant portion. Every day, countless text-based documents, like contracts and insurance claims, are stored for safekeeping. Neither stage requires any ML- or application-development experience.
Unlocking Faster Insights: How Cloudera and Cohere can deliver Smarter Document Analysis
Cloudera
NOVEMBER 4, 2024
Document analysis is crucial for efficiently extracting insights from large volumes of text. For example, cancer researchers can use document analysis to quickly understand the key findings of thousands of research papers on a certain type of cancer, helping them identify trends and knowledge gaps needed to set new research priorities.
Evaluating Methods for Calculating Document Similarity
KDnuggets
DECEMBER 21, 2023
The blog covers methods for representing documents as vectors and computing similarity, such as Jaccard similarity, Euclidean distance, cosine similarity, and cosine similarity with TF-IDF, along with pre-processing steps for text data, such as tokenization, lowercasing, removing punctuation, removing stop words, and lemmatization.
Process 111
111 
Intelligent Document Processing: Technology Overview
AltexSoft
MAY 27, 2021
Whatever the industry, various documents accompany at least a quarter of business operations. The documents often come in semi-structured and unstructured data formats, which makes them difficult to process quickly and accurately. That’s when intelligent document processing or IDP enters the game.
Technology 64
64 
An Essential Guide To PRINCE2 Documents 2024
Knowledge Hut
AUGUST 27, 2024
PRINCE2 is a methodology for project management that outlines a series of project management documents called products that assist project managers in performing their responsibilities. The PRINCE2 certification course processes and themes are mapped to the documents that are used to accomplish each process.
Project 52
52 
A Complete Guide on Project Documentation
Knowledge Hut
APRIL 9, 2024
There are many project managers who feel that documentation is an arduous task. It takes up considerable time and effort—and they might feel that there are many other pressing tasks that require more immediate focus, and documentation can easily be relegated to the back burner! What Is Project Documentation?
Project 52
52 
An Essential Guide To PRINCE2 Documents
Edureka
AUGUST 28, 2024
Every project aspect is bound to be thoroughly documented and readily available because of the structure and clarity these Prince2 Certification offer. We’ll define the essential PRINCE2 Documents, discuss their goals, and examine how they support efficient project management during this post.
Project 40
40 
Business Requirements Document Templates and Tips
Knowledge Hut
OCTOBER 24, 2023
Many firms generate requirements documents to evaluate project demands and guide their teams. If you work as a project manager or business analyst, you may benefit from learning how to write a business requirements document. And you can learn all about writing a business requirements document by taking Business Analyst training online.
Classifying Long Text Documents Using BERT
KDnuggets
FEBRUARY 3, 2022
How can we use BERT to classify long text documents? Transformer based language models such as BERT are really good at understanding the semantic context because they were designed specifically for that purpose. BERT outperforms all NLP baselines, but as we say in the scientific community, “no free lunch”.
Designing 112
112 
Boosting Operational Efficiency with AI-Powered Document Data Capture (DCap)
RandomTrees
MAY 27, 2024
Most of the companies are looking for ways to minimize expenses, streamline processes, and increase productivity. Management of documents and data can be the most important area to increase gains. Traditional methods of document data capture are more prone to error, take more time, and require more labor.
Insurance 52
52 
Change Control Process: Benefits, Examples, and Templates
Knowledge Hut
JANUARY 28, 2024
The change control process is a crucial aspect of project management intended to manage and regulate changes made to the project plan, schedule, and budget. These change control process steps are planning, analyzing, approval, testing, implementing, and closing. The change request kickstarts the process of change control.
Process 98
98 
Key Process Groups In Project Integration Management
Knowledge Hut
DECEMBER 6, 2023
While developing a project, the entire sub-processes are integrated to form a whole project, and that constitutes the concept called ‘project handling’. Project Integration Management consists of the 6 project integration management processes like Initiation, Planning, Execution, project monitoring , and control and closing of a project.
Process 98
98 
Stream Processing with Python, Kafka & Faust
Towards Data Science
FEBRUARY 18, 2024
How to Stream and Apply Real-Time Prediction Models on High-Throughput Time-Series Data Photo by JJ Ying on Unsplash Most of the stream processing libraries are not python friendly while the majority of machine learning and data mining libraries are python based. However, defining windows based on event time poses a greater challenge.
Kafka 76
76 
Knowledge at Your Fingertips: New Snowflake Documentation Site Accelerates Work
Snowflake
MARCH 15, 2023
Snowflake is proud to introduce a significant upgrade to Snowflake Documentation , aimed at delivering an even more comprehensive and effortless user experience for all Snowflake customers. Investing in technical documentation offers a multitude of advantages. Investing in technical documentation offers a multitude of advantages.
Categorizing user-uploaded documents
Scribd Technology
JULY 27, 2021
Documents uploaded by the users have varied subjects and content types which can make it challenging to link them together. We leveraged these reading patterns to create dense vector representations of documents similarly to word2vec in text. Figure 2 shows the 2D representation of the user-uploaded documents and their groups.
Convert Text Documents to a TF-IDF Matrix with tfidfvectorizer
KDnuggets
SEPTEMBER 7, 2022
Convert text documents to vectors using TF-IDF vectorizer for topic extraction, clustering, and classification.
Process 112
112 Process 112
112 
Natural Language Processing in Healthcare: Using Text Analysis for Medical Documentation and Decision-Making
AltexSoft
OCTOBER 25, 2021
Its deep learning natural language processing algorithm is best in class for alleviating clinical documentation burnout, which is one of the main problems of healthcare technology. What is Natural Language Processing? They’re smart enough to independently perform different NLP processes. Nuance, acquired for $19.7
Medical 52
52 
Create dbt Documentation and Tests 10x faster with ChatGPT
dbt Developer Hub
JULY 17, 2023
Whether you are creating your pipelines into dbt for the first time or just adding a new model once in a while, good documentation and testing should always be a priority for you and your team. How can we make this process faster and less painful? Why do we avoid it like the plague then? And boy, was I glad to have it.
Coding 52
52 
Everything You Need to Know: The 7 Processes of PRINCE2
Knowledge Hut
SEPTEMBER 30, 2024
PRINCE2 ® is considered the abbreviation of Projects IN Controlled Environments and it is a structured project management process as well as the practitioner certification programme. Let us now read the PRINCE2 Processes and more in-depth about the PRINCE2 processes and models. Capture previous lessons.
Process 52
52 
Identifying Document Types at Scribd
Scribd Technology
JULY 11, 2021
User-uploaded documents have been a core component of Scribd’s business from the very beginning, understanding what is actually in the document corpus unlocks exciting new opportunities for discovery and recommendation. With Scribd anybody can upload and share documents , analogous to YouTube and videos. But what is a “type”?
Architecture 52
52 
Accelerate your documentation workflow: Generate docs for whole folders at once
dbt Developer Hub
MAY 16, 2023
I also made the following meme in the dbt Community Slack channel #memes-and-off-topic-chatter to encapsulate this method: Meme of writing documentation What pain is being solved? This documentation method saves me 50-80% of the time I previously spent on documentation, by making the documentation process in dbt more DRY and automated.
Coding 59
59 
Snowflake Summit 2023 Keynote Recap: Document AI, Container Services, and More!
Monte Carlo
JUNE 27, 2023
Document AI Christian’s next announcement may have been the buzziest of the buzzy: Snowflake’s Document AI. The new service combines technology from Applica, which Snowflake acquired in 2022, with a proprietary large language model to extract and better understand the unstructured data (text) within documents.
Data Lake 59
59 
Document Classification With Machine Learning: Computer Vision, OCR, NLP, and Other Techniques
AltexSoft
NOVEMBER 17, 2021
The problem of document classification pertains to the library, information, and computer sciences. In this article, we’ll explore the essence of document classification, and study the main approaches to categorizing files based on their content. What is document classification? Document classification real-life use cases.
Claims Processing with Generative AI: Making Sense of the Data
Precisely
MARCH 7, 2024
Insurance industry leaders are just beginning to understand the value that generative AI can bring to the claims management process. By harnessing the power of machine learning and natural language processing, sophisticated systems can analyze and prioritize claims with unprecedented efficiency and timeliness.
Insurance 72
72 
What is Project Tailoring? Process, Examples and Best Practices
Knowledge Hut
MARCH 21, 2024
Project Tailoring allows project managers to adapt and tailor project management processes to fit the specific circumstances of their project, thereby increasing the chances of project success. Every project is unique in terms of its objectives, scope, resources, constraints, and stakeholders.
Process 52
52 
Integrated Change Control: Process, Tools, Benefits, Best Practices
Knowledge Hut
MARCH 18, 2024
Integrated Change Control (ICC) provides a comprehensive process for reviewing, evaluating, and approving changes to project scope, schedule, and resources. In this blog, I will walk you through the definition, purpose, process, and importance of integrated change control, as well as explore the benefits and best practices associated with it.
Process 52
52 
What is Reverse Engineering? Process, Examples, Tools
Knowledge Hut
MARCH 22, 2024
We may also deal with a lot of legacy systems with little documentation at work. Reverse engineering software is the process of dissecting it to understand its components, functionality, and workflow without having access to the source code. Documentation : Once you understand how everything works, you write it all down.
Process 52
52 
Product Development Process: The 7 Stages Explained (with examples)
Knowledge Hut
APRIL 26, 2024
The product development process is just as vital as product management; both seem similar but have subtle variances. Product development focuses on the creation of a product, whereas The entire process is overseen by product management. What Is the Product Development Process? It involves seven product development process steps.
Process 98
98 
What is Control Scope Process: Overview and Steps
Knowledge Hut
MARCH 18, 2024
Now, you may ask queries related to the scope control process and how it works from a business perspective. The control scope process refers to the efficient allocation of work necessary for the proper completion of a project. Are you planning to become a project manager? What is the Control Scope of a Project?
Process 52
52 
Type-safe data processing pipelines
Tweag
APRIL 26, 2023
Moreover, these steps can be combined in different ways, perhaps omitting some or changing the order of others, producing different data processing pipelines tailored to a particular task at hand. Namely, dependencies are encoded in the types, allowing compile-time checking and serving as the code documentation.
Data Process 98
98 
Automating SAP® Processes: 5 Top Trends
Precisely
OCTOBER 2, 2023
Manual, error-prone SAP data processes simply don’t cut it anymore. Automating the processes that create and maintain the vast amounts of interdependent data that support your SAP ERP business processes is key to gaining agility, speed, and improved data quality and integrity. What does that change look like? Automation.
Process 64
64 
What does a Process Analyst do? Role & Responsibilities
Edureka
OCTOBER 17, 2024
A process analyst is an expert who takes a close look at the business functions within your company with great detail, seeks out inefficiencies, and suggests ways to fix them. What is Process Analysis? This involves comprehension of every single unit within a process and determining possible parts.
Process 40
40 
What Are The 7 Processes of PRINCE2?
Edureka
APRIL 16, 2024
PRINCE2 is a process-based approach widely used across several industries to manage various project types. There are primarily 7 Processes of PRINCE2. Each process represents a particular objective and task that needs to be executed and then completed. What are the 7 Processes of PRINCE2?
Process 52
52 
Process Engineer Resume for 2024 [Examples & Templates]
Knowledge Hut
MARCH 28, 2024
Welcome to a journey that will transform your professional background into a meticulously crafted, job-winning application tailored for the process engineering field. Precision isn’t just a virtue; it’s necessary for the process engineer. Were you a biological engineer whose profession required a lot of process engineering?
Process 52
52 
Project Scope Management: Importance, Key Processes, Example
Knowledge Hut
DECEMBER 28, 2023
Project scope management is the collection of processes that guarantee the scope of a project is appropriately specified and mapped. In this article, we will discuss what Project Management is, its importance, its processes and implementation, along with a project scope management plan example. What is Project Scope Management?
Project 52
52 
What is Project Compliance? Process, Examples and Tips
Knowledge Hut
MARCH 27, 2024
It involves thorough documentation, regular audits, and proactive measures to address deviations. Additionally, we followed internal IT policies for software development, including version control and change management processes. One can prepare the compliance project plan and document compliance requirements.
Project 52
52 
Google Software Engineer Interview Process in 2024
Knowledge Hut
MARCH 13, 2024
If you aspire to be a software engineer, you must follow a specific strategy and understand the Google software engineer interview process to land your dream job. While Google’s hiring process is similar to other companies, it requires careful consideration. I consider it to be the most competitive step in the process.
2024 Trends in the Automation of SAP Processes
Precisely
JANUARY 31, 2024
As this drive toward increased efficiency and agility continues, here are the trends that we see unfolding in 2024 for automating SAP processes. Simply put: manual, error-prone processes simply don’t cut it anymore if you want to survive and thrive in a fast-paced digital landscape. This process is notoriously complex and error-prone.
Process 59
59 
Natural Language Processing: A Guide to NLP Use Cases, Approaches, and Tools
AltexSoft
AUGUST 25, 2021
And this technology of Natural Language Processing is available to all businesses. Available methods for text processing and which one to choose. What is Natural Language Processing? Natural language processing or NLP is a branch of Artificial Intelligence that gives machines the ability to understand natural human speech.
Process 139
139 
CISSP (ISC2) Endorsement Application – Requirements and Process
Edureka
APRIL 24, 2024
CISSP endorsement process refers to the final seal of approval, which only an approved ISC2-certified professional can grant after assessing your candidature. Table of Contents The CISSP ISC2 Endorsement Process – How To Get It? The CISSP ISC2 Endorsement Process – How To Get It? How do I get my CISSP endorsement?
Process 52
52 
10 Best Process Management Software 2024
Knowledge Hut
DECEMBER 5, 2023
In this regard, to optimize their operations, using business process management software can be a viable solution. I will take you through the in-depth guide of process management software, its type, pros and cons. I will take you through the in-depth guide of process management software, its type, pros and cons.
Process 52
52 
Let's personalize your content