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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⢠Data Preprocessing and Cleaning
⢠Exploratory Data Analysis (EDA)
⢠Introduction to Machine Learning
⢠Supervised Learning Metrics: Accuracy, Precision, Recall, F1 Score
⢠Confusion Matrix and Classification Reports
⢠Regression Metrics: Mean Absolute Error, Mean Squared Error, R2 Score
⢠Model Evaluation and Selection
⢠Cross-Validation Techniques
⢠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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