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Machine Learning

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Preparing Data for ML Development in 6 Steps
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
Enhancing Large Language Models with RAG
AI, LLM, Machine Learning
Enhancing Large Language Models with RAG
Usage of LLMs-based virtual assistants and chatbots is rising. RAG models offer to reinforce them with real-time data providing more relevant responses.
11 min read
How to Automate PDF Data Extraction with Machine Learning
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
Predictive Maintenance in Manufacturing: Top 6 Use Cases
Predictive Maintenance, Machine Learning
Predictive Maintenance in Manufacturing: Top 6 Use Cases
This is a go-to guide for Predictive Maintenance in manufacturing. Learn what predictive maintenance is, how it works, its trends, and real-life examples.
1 min read
7 ML Applications in Insurance: Benefits & Examples
Machine Learning, AI
7 ML Applications in Insurance: Benefits & Examples
The insurance sector has been adopting machine learning at an astonishing rate. Check ML use cases to optimize costs and improve performance.
9 min read
Time Series Analysis in Action: 6 Real-Life Case Studies
Data Engineering, Data Analysis, Machine Learning
Time Series Analysis in Action: 6 Real-Life Case Studies
Business analytics has always been useful for decision-making. Explore what time series analysis is and how to leverage it based on the top 6 real-life cases.
8 min read
Data Preprocessing in Machine Learning [6 Best Practices]
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
Using GPT, LLaMA, PaLM in Insurance & Marketing
AI, LLM, Machine Learning
Using GPT, LLaMA, PaLM in Insurance & Marketing
Text generation models promise tons of opportunities. Knowing the differences between GPT, LLaMA, and PaLM and their uses is a must for a modern business.
8 min read
7 Best Practices for Effective Lead Scoring
Machine Learning
7 Best Practices for Effective Lead Scoring
With plenty of leads coming from marketing, do you still close not enough deals? Check these 7 lead scoring best practices and prioritize leads like a pro.
11 min read
Revolutionize Lead Generation with AI Technology
AI, Machine Learning
Revolutionize Lead Generation with AI Technology
Lead generation is the driver of company’s growth. 61% of businesses underperform in this matter. AI in lead generation is what can be a game-changer.
9 min read
“Predictive Lead Scoring For Insurance” White Paper
Machine Learning
“Predictive Lead Scoring For Insurance” White Paper
Machine Learning in Business: Technology Overview and 10 Uses Cases
Machine Learning
Machine Learning in Business: Technology Overview and 10 Uses Cases
ML is the driver for many innovations in business. The technology has to offer automation, cost reduction, and higher customer satisfaction on many levels.
10 min read