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Keep up with the latest technology news and information — the Intelliarts blog covers the hottest topics, from technology consulting to machine learning to data science.
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Guide to Regression Analysis of Time Series: Models, Use Cases, and Challenges
Data Science, Machine Learning, AI
Guide to Regression Analysis of Time Series: Models, Use Cases, and Challenges
Time series regression analysis is used in most forms of planning, forecasting, and monitoring. Knowing how businesses apply this analytics is a must.
12 min read
Proven Strategies to Scale and Optimize Your Data Pipelines
Data Science, Big Data, Data Analysis
Proven Strategies to Scale and Optimize Your Data Pipelines
By 2028, the volume of data worldwide will reach 400 zettabytes. All companies with optimized data pipelines can use a share of this data to drive sales.
11 min read
Top Big Data Trends for 2025 and Beyond
Data Science, Big Data, Data Engineering
Top Big Data Trends 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
Preparing Data for ML Development in 6 Steps
Data Science, Machine Learning, Big Data
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
How to Automate PDF Data Extraction with Machine Learning
Data Science, Machine Learning, Computer Vision
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 as the Key to Business Success
Data Science, Data Analysis, Data Engineering
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
The Complete Guide to Big Data Collection Methods
Data Science, Big Data, Data Engineering
The Complete Guide to Big Data Collection Methods
Big data collection is critical for transforming information into business insights. Discover methods, techniques, and practices for gathering big data.
12 min read
Ethical Data Collection in the Digital Age
Data Science, Big Data, Data Engineering
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
Data Preprocessing in Machine Learning [6 Best Practices]
Data Science, Machine Learning, Data Engineering
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
Top 7 Applications of Data Science in Business
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
How to Build a Big Data Strategy: From Goals to Decisions
Data Science, Big Data
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
Predictive Lead Scoring: Benefits and Use Case in Insurance Company
Data Science, Machine Learning, Data Analysis
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
Insurance Cold Calling Success Rate: Insurtech Case Study
Data Science, Data Analysis
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
Machine Failure Prediction using Machine Learning [Case Study]
Data Science, Data Analysis, IoT
Machine Failure Prediction using Machine Learning [Case Study]
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