Isalos Analytics Platform

We're Hiring Lead Developers! 3 Positions Available – Apply by 4/10/25 We're looking for three talented Lead Developers to join our team (Nicosia, Cyprus / Athens, Greece) ! If you're a self-motivated, multi-tasker with a passion for software development and experience in large-scale applications, this is for you. Key Responsibilities: Write clean, high-quality code. Develop and enhance software applications. Collaborate cross-functionally to meet project goals. Support testing and deployment of new features. Participate in code reviews. Qualifications: Bachelor’s degree in Computer Science (or related field). 3+ years of relevant experience. Expertise in Object-Oriented Design, Database Design, XML Schema. Experience with Agile/Scrum methodologies. Join our innovative team and help us build amazing products! NovaMechanics Ltd Isalos Analytics Platform #java #agile #github #ZKframework

🚀 Predicting Parkinson's Disease Diagnosis in 7 Steps Using Isalos Analytics Platform (NovaMechanics Ltd) ℹ In this practical example, we used Isalos Analytics Platform to predict the diagnosis status for Parkinson's Disease (0 = No, 1 = Yes) using a dataset of 2,104 patients and 35 features. The dataset is publicly available and anonymized to protect patient privacy (source). It includes comprehensive demographic, lifestyle, medical history, and cognitive data. 🌟 What makes Isalos Analytics Platform stand out is its ease of use and workflow automation capabilities, even for those without deep programming skills. In just a few steps, we set up an entire ML workflow for the classification of Parkinson's Disease using the XGBoost algorithm. 🚶♂️Steps in the ML workflow: 1. Import: Seamlessly bring in the dataset. 2. Split: Partition the dataset into training and test sets. 3. Normalization: Apply Z-score normalization. 4. ANOVA & Feature Reduction: Select the most relevant features for accurate predictions. 5. Domain Applicability: Ensure the model's relevance to the dataset. 6. XGBoost Classification: Train the model using the XGBoost algorithm. 7. Validation Metrics: Evaluate performance using metrics such as accuracy, F1 score, precision, recall, and more. 🤷♀️Why Isalos Analytics Platform? With its intuitive, no-code interface, even users with minimal programming knowledge can build sophisticated machine learning models. Below are some screenshots of the workflow and import capabilities of Isalos Analytics Platform in action. 👉 Have you tried any no-code ML tools in healthcare? We'd love to hear about your experiences! #Isalos #IsalosAnalyticsPlatform #Novamechanics #XGBoost #MachineLearning #ParkinsonsDisease #DataAnalytics #NoCode #HealthcareTech #Innovation

Looking to enhance your data analysis? Follow #IsalosAnalyticsPlatform for the latest updates, tips, and insights on optimizing your data workflows! Stay ahead of the curve and discover new ways to power up your analytics. Follow us on LinkedIn: Isalos Analytics Platform : https://lnkd.in/dCRfs7U9 Check out the documentation for in-depth guides: Isalos Docs : https://lnkd.in/dWzrwtpv NovaMechanics Ltd #DataAnalytics #MachineLearning #DataScience #Optimization #IsalosAnalytics