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26 ADA Global Jobs
Machine Learning Scientist
ADA Global
posted 5mon ago
Job Role Insights
Key skills for the job
Job Description
- Data Collection and Preparation: Gathering, cleaning, and preprocessing data from various sources, ensuring data quality and suitability for analysis.
- Exploratory Data Analysis: Conducting exploratory data analysis to gain insights into the data, identify patterns, correlations, and outliers.
- Feature Engineering: Selecting and engineering relevant features (variables) from the data to improve the performance of machine learning models.
- Model Selection: Choosing appropriate machine learning algorithms and techniques based on the problem, data characteristics, and objectives.
- Model Development: Building, training, and fine-tuning machine learning models, such as regression, classification, clustering, and deep learning models.
- Hyperparameter Tuning: Optimizing model hyperparameters to improve model performance and generalization.
- Model Evaluation: Evaluating model performance using appropriate metrics, cross-validation, and validation techniques to ensure accuracy and reliability.
Employment Type: Full Time, Permanent
Functional Areas: Analytics & Business Intelligence
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