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Expertise: Data Science
IntelliartsBlogData Science
Big Data, Data Engineering, Data Science
Top Trends in Big Data for 2025 and Beyond
402.74 million terabytes of data for analysis are generated each day. Businesses that follow big data trends for decision making will always have an edge.
17 min read
Machine Learning, Big Data, Data Engineering
Preparing Data for ML Development in 6 Steps
Unsurprisingly, data preparation in machine learning brings huge overall value. From collecting and cleaning to feature engineering, every step is crucial.
14 min read
Machine Learning, Computer Vision, Data Science
How to Automate PDF Data Extraction with Machine Learning
80% of insurance data is collected and stored in unstructured formats, PDFs included. This complicates access to data and affects decision-making.
10 min read
Data Analysis, Data Engineering, Data Science
Data Analysis as the Key to Business Success
Data analysis in business is on the rise. From supporting decision-making to providing an overview of customers and the market — analytics offers it all.
12 min read
Big Data, Data Engineering, Data Science
The Complete Guide to Big Data Collection
Big data collection is critical for transforming information into business insights. Discover methods, techniques, and practices for gathering big data.
12 min read
Big Data, Data Engineering, Data Science
Ethical Data Collection in the Digital Age
Make your data collection ethical to comply with existing regulatory frameworks, cultivate trust, and establish credibility in the eyes of your stakeholders.
6 min read
Machine Learning, Data Engineering, Data Science
Data Preprocessing in Machine Learning [6 Best Practices]
Data preprocessing is critical for successful ML development. Discover how to prepare your data well and avoid multiple unnecessary iterations in your projects.
8 min read
Data Science, Data Engineering
Top 7 Applications of Data Science in Business
Explore the elements of a data science strategy and understand its significance for businesses. Uncover seven methods and recommended guidelines to implement.
10 min read
Big Data, Data Science
How to Build a Big Data Strategy: From Goals to Decisions
To achieve business success, having a proper big data strategy is a must. Read the post for an insight into the strategy components and steps to build one.
9 min read
Machine Learning, Data Analysis, Data Science
Predictive Lead Scoring: Benefits and Use Case in Insurance Company
How often does it happen to an insurance agency when the lead shows a momentary interest only to evaporate when the insurance agent calls them with an offer?
11 min read
Data Analysis, Data Science
Insurance Cold Calling Success Rate: Insurtech Case Study
Cold calls are a quick method of finding new leads. In the article, use the example of an insurance company to increase the effectiveness of cold calls.
11 min read
Data Science, Data Analysis, IoT
Machine Failure Prediction using Machine learning [Case Study] – Intelliarts
What if your manufacturing company could predict equipment failures and optimize production line performance? Learn how to predict equipment failures using ML.
10 min read