Certificate in Data Science Essentials: Performance Metrics Focus
-- ViewingNowThe Certificate in Data Science Essentials: Performance Metrics Focus is a comprehensive course that equips learners with fundamental data science skills, with a particular emphasis on performance metrics. This course is crucial in today's data-driven world, where businesses increasingly rely on data to make informed decisions.
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โข Data Preprocessing and Cleaning
โข Exploratory Data Analysis (EDA)
โข Introduction to Machine Learning
โข Supervised Learning Metrics: Accuracy, Precision, Recall, F1 Score
โข Confusion Matrix and Classification Reports
โข Regression Metrics: Mean Absolute Error, Mean Squared Error, R2 Score
โข Model Evaluation and Selection
โข Cross-Validation Techniques
โข Introduction to Hyperparameter Tuning
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- **Data Scientist**: 45% of the market
- **Machine Learning Engineer**: 15% of the market
- **Business Intelligence Developer**: 5% of the market
These roles are integral to many industries, and the skills you acquire through our certificate program will be in high demand. Dive into the world of data and unlock your potential to drive strategic decision-making in your chosen career path.
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