Certificate in Data Science Essentials: Performance Metrics Focus

Name: Certificate in Data Science Essentials: Performance Metrics Focus
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The 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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AboutThisCourse

The course covers key topics including data manipulation, visualization, and statistical analysis, providing a strong foundation in data science. The performance metrics focus ensures that learners understand how to evaluate and communicate the effectiveness of data-driven solutions, a vital skill in any data science role. By completing this course, learners will be able to demonstrate essential data science skills to potential employers, enhancing their career prospects in this rapidly growing field. The course is designed to cater to both beginners and those with some data science experience, making it accessible to a wide range of learners.

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CourseDetails

• 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

CareerPath

The Certificate in Data Science Essentials: Performance Metrics Focus will empower you with the necessary skills to excel in today's data-driven job market. This section showcases the demand for various data-related roles in the UK using a responsive 3D pie chart. - **Data Analyst**: 35% of the market
- **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.

EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
DedicationCompleteCourse

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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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FlexibleLearningPace

TwoThreeHoursPerWeek
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CERTIFICATE IN DATA SCIENCE ESSENTIALS: PERFORMANCE METRICS FOCUS

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London College of Foreign Trade (LCFT)

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05 May 2025

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